[HN Gopher] Ask HN: What are you working on? (January 2026)
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       Ask HN: What are you working on? (January 2026)
        
       What are you working on? Any new ideas that you're thinking about?
        
       Author : david927
       Score  : 239 points
       Date   : 2026-01-11 16:43 UTC (1 days ago)
        
       | lucasfdacunha wrote:
       | Working on https://greatreads.dev/ A place to aggregate and find
       | articles from developers' blogs.
       | 
       | Always on the look for new sources to be added. If you have a
       | blog or read any that you want to recommend. Just let me know.
        
         | martianlantern wrote:
         | If I am missing something, isn't this the whole purpose of
         | hacker news to be a link aggregator for technical/developers?
        
           | lucasfdacunha wrote:
           | Hacker News is mostly anything tech related. That are links
           | from news websites, github projects and etc.
           | 
           | My project is just for reading individual blog posts from
           | fellow developers. There is also a lot of filtering
           | capabilities as well.
        
       | junaid_97 wrote:
       | I built a free USCIS form-filling tool (no Adobe required) USCIS
       | forms still use XFA PDFs, which don't let you edit in most
       | browsers. Even with Adobe, fields break, and getting the
       | signature is hard.
       | 
       | So I converted the PDF form into modern, browser-friendly web
       | forms - and kept every field 1:1 with the original. You fill the
       | form, submit it, and get the official USCIS PDF filled.
       | 
       | https://fillvisa.com/demo/
        
         | anishgupta wrote:
         | You're solving a real point here! great work
        
           | junaid_97 wrote:
           | Thanks! :)
        
       | burnerToBetOut wrote:
       | A Gradle plugin that makes developing Java modules-based
       | libraries super easy:
       | https://news.ycombinator.com/item?id=46572154
        
       | slig wrote:
       | Puzzleship - a free daily puzzles website with the archives
       | paywalled. Right now it has Logic Grid Puzzles, Zebra Puzzles and
       | a dozen of Solitaire variations. I'm pretty proud of the LGP
       | generator algorithm and some experienced players also liked the
       | way the puzzles are constructed. Launched in early December last
       | year.
       | 
       | https://www.puzzleship.com/
        
       | christoph123 wrote:
       | Still an AI time tracker that watches your screen.
       | 
       | Currently experimenting with a proactive agent, Don, that pops up
       | like clippy and also works over email.
       | 
       | https://donethat.ai All the data security measures here:
       | https://donethat.ai/data And other tools out there:
       | https://donethat.ai/compare
        
         | revivalizer wrote:
         | Hmmmm. I am not sure I would feel comfortable running this.
        
       | Uncorrelated wrote:
       | I've been working on an iOS camera app to take natural-looking
       | photos with reduced post-processing. The goal is take photos that
       | look like what you see.
       | 
       | I just updated the RAW pipeline and I'm really happy with how the
       | resulting photos look, plus there's this cool "RAW+ProRAW"
       | capture mode I introduced recently.
       | 
       | https://apps.apple.com/us/app/unpro-camera/id6535677796
       | 
       | I initially released it early last year and have been using it as
       | my main camera app since, but I haven't mentioned it in one of
       | these threads before. Unfortunately this post has come just a bit
       | early for my most recent update to be approved; there's some nice
       | improvements coming.
        
         | bouk wrote:
         | It's not available in my region (NL) :(
        
         | testfrequency wrote:
         | Curious what motivated you to create this camera app when there
         | are a handful of well established apps that already do
         | unprocessed imaging. What does Unpro do differently?
        
           | Uncorrelated wrote:
           | At the time I created it there weren't any that did the end-
           | to-end process with ProRAW in a way that I liked. And I got
           | really tired of manually editing every photo I took, so I
           | built the app for me.
           | 
           | Plus, having full control over the way photos look, I've
           | customized the output to match my taste; I don't think
           | there's any other camera apps that produce photos quite like
           | mine.
        
             | testfrequency wrote:
             | Makes sense! I figured that may have been the case.
             | 
             | My default camera app is Leica LUX, but I've been curious
             | about unprocessed photography and can't stomach the cost
             | for Halide.
             | 
             | Just installed :)
        
               | Uncorrelated wrote:
               | Thank you! I just released the new update on a slow
               | rollout, and you can get it ahead of schedule by updating
               | manually. I recommend trying out RAW photography with the
               | Extended Dynamic Range setting set to on :)
        
       | ekrapivin wrote:
       | https://inSolitaire.com
       | 
       | I'm enjoying building a website with solitaire and puzzle games.
       | 
       | I am currently rewriting the engine for the fourth time and plan
       | to add 400 games to the platform in the coming months, as well as
       | social features such as daily challenges, awards and
       | leaderboards.
       | 
       | My main goal, however, is to make this project the largest
       | collection of free modern solitaire games available for mobile
       | devices and desktop computers.
       | 
       | So far, the project has been incredibly exciting, and I've
       | learned so much!
        
       | seanwilson wrote:
       | Still working on my tool for creating custom Tailwind-style
       | accessible color palettes for web and UI design:
       | 
       | https://www.inclusivecolors.com/
       | 
       | There's millions of tools that try to autogenerate colors for you
       | using algorithms and AI, but they usually ignore WCAG accessible
       | contrast requirements, don't let you customise the tints/shades,
       | don't let you create a full palette of colors, and the colors
       | often don't look right on actual designs.
       | 
       | This tool is meant to make customising tints/shades intuitive and
       | quick enough in a few clicks via a hue/saturation/lightness curve
       | editing interface that you won't want to rely on autogeneration.
       | There's also a live mockup showing how your palette looks on a UI
       | design that checks pairings pass contrast requirements, to guide
       | you as you tweak your colors and to teach you the WCAG rules.
       | 
       | You can then export your palette to regular CSS variables,
       | Tailwind, Figma or Adobe for use in your designs.
       | 
       | Really open to any feedback on features that would be useful! I
       | think the only way I can make it simpler to use is to make it
       | more opinionated about how your palette should be designed so
       | interested in any thoughts about that too.
        
         | JasonSage wrote:
         | ChatGPT recommended this to me recently when I was trying to
         | get some assistance with a usable Tailwind palette. I ended up
         | not needing it right away but it's first in line next time I
         | need to make one.
        
           | seanwilson wrote:
           | Any details about what problems you were having getting a
           | usable Tailwind palette? There seems to be lots of different
           | use case so I'd love to hear more.
           | 
           | That's awesome, I haven't kept up in what helps to get into
           | AI recommendations. Guessing it's related to search result
           | rankings? Not sure if the site would be in the training data.
           | Curious if you asked about accessibility as that's my focus.
        
         | prh8 wrote:
         | This is really awesome
        
       | christoph123 wrote:
       | A Substack for 80/20 life advice that gets repeated every year.
       | We all know what to do, the idea of this is to remind us every
       | week of one aspect of life and what best practices are for that
       | area.
       | 
       | https://euzoia.substack.com The concept: https://euzoia.org
       | 
       | Tried to do this as low tech as possible, so website is just an
       | off the shelf notion wrapper
        
       | vulkoingim wrote:
       | Built my own Spotify recommendation egnine after getting tired of
       | Spotify's repetitive recommendations.
       | 
       | You get to choose the genres you're interested in, and it creates
       | playlists from the music in your library. They get updated every
       | day - think a better, curated by you version of the Daily Mixes.
       | You can add some advanced filters as well, if you really want to
       | customise what music you'll get.
       | 
       | It works best if you follow a good amount of artists. Optionally
       | you can get recommendations from artists that belong to playlists
       | you follow or you've created - if you don't follow much or any
       | artists, then you should enable that in order for the service to
       | be useful.
       | 
       | https://riffradar.org/
        
         | another_twist wrote:
         | Question: do you plan to use some sort of ML recommendation
         | system ?
        
           | vulkoingim wrote:
           | No, at least not at this point. I have quite a few ideas that
           | are waiting to be implemented, before I can think of anything
           | ML related - if ever.
        
         | properbrew wrote:
         | > you can get recommendations from artists that belong to
         | playlists you follow or you've created
         | 
         | Does this include the "Liked Songs" playlist? I'm terrible at
         | actually following artists.
        
           | vulkoingim wrote:
           | Unfortunately not. I oversaw that this was a separate scope
           | when I requested my initial permissions for the app and am
           | still to request an extension.
           | 
           | But if you have any kind of playlists - it would work.
        
       | s0rce wrote:
       | I 3D printed some new apertures for an infrared spectrometer at
       | work to reduce some issues that cause artifacts in the data to
       | enable higher accuracy measurements, particularly of high index
       | and reflective samples. Seems to be working well now.
        
         | jacquesm wrote:
         | Very nice, did you run into any interesting challenges?
        
           | s0rce wrote:
           | Mostly what I was able to read from the papers seemed to
           | work. There were some remaining issues related to detector
           | non-equivalence (I think) that appear to be solved with a
           | temperature stabilized detector or very strongly attenuating
           | the beam; the latter isn't ideal as it reduces the signal to
           | noise.
        
             | jacquesm wrote:
             | It's interesting how fast such experiments usually run into
             | the laws of physics. I'm trying something along those lines
             | myself and I've found myself wishing daily that light
             | traveled a bit slower. I see Discworld in a wholly
             | different light ;)
        
       | kgthegreat wrote:
       | Made a simple anonymous feedback app - https://feedbackok.com/
        
       | Edmond wrote:
       | Trying to bootstrap a PKI certificate trust chain for
       | facilitating trust projection and information verification
       | online. Think of it as the ability to do something such as age
       | verification at scale via a peer-2-peer ish mechanism instead of
       | sending your government id to a porno service.
       | 
       | We are experimenting with Keybase key holders as CAs:
       | 
       | https://news.ycombinator.com/item?id=46576590
       | 
       | And also .gov email holders:
       | 
       | https://blog.certisfy.com/2025/12/using-gov-email-addresses-...
       | 
       | It's all self-service and requires no sign-up or download of
       | anything, the app (https://certisfy.com/app) is an in-browser app
       | and all the cryptography happens in the browser.
        
       | michalsustr wrote:
       | If you work in machine learning, we are building a much more
       | powerful and faster Neptune/Wandb replacement.
       | 
       | https://minfx.ai/
        
         | h3ctic wrote:
         | Can it be hosted locally? Would be great to beat mlflow
        
           | michalsustr wrote:
           | We are planning to make an offline local version, see also
           | https://minfx.ai/why.html and Web + Native
        
       | jftuga wrote:
       | For my home lab, I built a 3 node Talos (from
       | https://www.talos.dev/) cluster from older Dell Optiplex systems.
       | I am using:                   MetalLB - https://metallb.io/ load
       | balancer              Traefik -
       | https://doc.traefik.io/traefik/getting-started/quick-start-with-
       | kubernetes/ ingress              Local Path -
       | https://docs.apps.rancher.io/reference-guides/local-path-
       | provisioner storage
       | 
       | Open to suggestions.
        
       | halftheopposite wrote:
       | Working on two topics that I like : browser multiplayer games and
       | experiences, and tools for developers (mostly used in my side
       | projects).
       | 
       | First game is https://geocentric.top where users can sculpt a
       | planet collaboratively and place trees or houses (for now very
       | limited). I plan on making it an idle sim where players will be
       | able to interact by dropping some food/events for the creatures
       | on it to evolve through time.
       | 
       | Second, a remote logger/metrics/user management tool where once
       | can track all their logs, live metrics, uptimes, identify users,
       | etc. I hope to have a v1 during this first quarter and I'm
       | currently my first user as I have it hosted at
       | https://app.getboringmetrics.com to centralize all my side
       | projects into a single platform.
        
         | Forgeties79 wrote:
         | > https://geocentric.top/
         | 
         | This is really fun. Always a fan of any game that shows other
         | people in real time
        
           | halftheopposite wrote:
           | Thanks! This is also what I love doing as realtime games are
           | something like 90% of my side project. This was a real fun
           | prototype to create as everything regarding terrain is done
           | through shaders (even user cursors). Will soon add a way for
           | people to plant "flags" with small texts that you can
           | highlight.
        
         | simoiacos wrote:
         | Really cute game, nice work!
        
         | vunderba wrote:
         | If you enjoy virtual terraforming - Flowscape is a really
         | polished _landscape painter_ that I highly recommend.
         | 
         | https://pixelforest.itch.io/flowscape
        
           | halftheopposite wrote:
           | This is highly polished indeed and I'm likely going to try
           | it, mostly for its animations regarding dropping plants and
           | rocks as I lack micro animations for it in my game.
        
       | radeeyate wrote:
       | I've been working on some electronics stuff more recently, and I
       | designed custom PCBs which read the voltage and internal
       | resistance of the 12V NiMH batteries used by robots in FIRST Tech
       | Challenge. It's not always easy to know how charged or healthy
       | the batteries are for a match, or when it's time to get rid of
       | them. They're pretty small and are easy to assemble. Rather that
       | having a screen (which would take precious flash and pins on the
       | ATTiny412), it just uses a WS2812B RGB LED.
       | 
       | I wrote the firmware in Arduino, which was a great learning
       | experience because I typically work with CircuitPython or Go,
       | where I'm less constrained.
        
       | nathan_compton wrote:
       | I've been working on binding raylib to s7 scheme and implementing
       | a kanren on top of it basically just for the sake of
       | understanding. I let AI write most of the binding code, though,
       | because that is conceptually simple but very boring.
        
       | dpcan wrote:
       | For personal projects:
       | 
       | Used ai to create my own mind mapping tool for private use.
       | 
       | I also created a private cursor-like / loveable-like tool that I
       | can use for my own vibe code prototyping on the go with my phone.
        
       | didip wrote:
       | I am super curious about tensor parallelism and the mechanisms
       | behind how some models can activate only some of their
       | attentions.
        
       | jacquesm wrote:
       | Navigation.
        
       | JTrehan wrote:
       | I'm still working on my PDF search engine for desktop:
       | https://www.docgoblin.com/ I'm implementing a bookmark utility
       | right now and hope to add support multiple E-books format in the
       | near future.
        
         | OfflineSergio wrote:
         | A one time payment app - interesting (I'm also working on
         | something with similar moneytization solution). How are things
         | going? I'd love to know the experience of another solopreneur,
         | what stack are you using? I wonder - What are you using to
         | parse PDFs and extract the text? I found that is a nightmare
         | when was doing something similar for WithAudio (my app). - Are
         | you just extracting the text or you are doing any post
         | processing to identify which lines belong to the same paragraph
         | or not?
        
           | JTrehan wrote:
           | Things are going slow, but it is a passion project so it's ok
           | :) A few people have bought a licence and it seems most
           | people who try the app are very happy with it so I'm happy
           | too.
           | 
           | The app is entirely in Java, with javaFX for the UI and
           | Lucene for the search engine. To read and render PDFs I use
           | PDFium.
        
         | 9dev wrote:
         | I'm working on a self-hostable ebook library
         | (https://github.com/colibri-hq/colibri), and currently
         | tinkering with searching over book content. Have you written
         | about your approach to search somewhere, perhaps? Would be very
         | interested in learning how others go about this. Kudos for
         | DocGlobin, looks great :-)
        
       | OfflineSergio wrote:
       | My project is WithAudio and is gonna be WithAudio for a while.
       | Its a text to speech reader. Initially I decided to generate
       | pargraph by paragaph. But that was not a great call as users
       | sometimes might have to wait for the whole paragraph to be ready
       | before they can listen. Now I'm working on changing it to
       | sentence by sentence. I think that + adding 2 new languages would
       | take most of my January's budgeted time.
       | 
       | https://desktop.with.audio
        
       | adityaathalye wrote:
       | Just got started again on my "Poor Man's Bitemporal Data System"
       | (discussed here: https://news.ycombinator.com/item?id=45118585 ).
       | 
       | Holidays nuked all the hot-cached context in my head. I spent a
       | few days just spinning wheels until it repopulated. But the basic
       | idea works now!
       | 
       | Much testing and benchmarking work remains to make sure it's not
       | going to lose data, and that it won't denial-of-service itself
       | (because object-map -> facts fan-out is big).
       | 
       | Also a second giant blog post is due (following the one discussed
       | above). Lots of notes have accumulated.
       | 
       | It will be fun even if the concept ultimately crashes and burns
       | to the ground :)
       | 
       | In which case, there's always datomic and xtdb :D
       | (def repl-facts         [{:alt.site.evalapply/meta
       | {:description "Root namespace for a named site."}}
       | {:alt.site.evalapply/features           {:paid #{:alt.site-
       | feature/feat-1                    :alt.site-feature/feat-2
       | :alt.site-feature/feat-3}            :trial #{:alt.site-
       | feature/feat-4}            :complimentary #{}
       | :available #{}}}          {:alt.site.evalapply/users
       | {:authorised #{:alt.user.evalapply/user-1
       | :alt.user.evalapply/user-2
       | :alt.user.evalapply/user-3}            :unauthorized
       | #{:alt.root.*}}           :alt.user.evalapply/user-1 {:name
       | {:first "Wiley"
       | :last "Coyote"}                                       :roles
       | #{:alt.role.evalapply/owner}}           :alt.role.evalapply/owner
       | {:rw #{:alt.user.evalapply/*}
       | :ro #{}}}])            (assert-facts! (#'user/system-state)
       | ::app                      :alt.root/user-1
       | (uuid/v7)                      repl-facts)            (redact-
       | facts! (#'user/system-state)                      ::app
       | :alt.root/user-1                      (uuid/v7)
       | (subvec repl-facts 2))            (read-now! (#'user/system-
       | state)                  ::app)
       | 
       | (edit: add note about upcoming blog)
        
         | bambax wrote:
         | Love the idea! Read only the beginning of the first "giant blog
         | post" so maybe it's discussed there, but in Sqlite doesn't WAL
         | mode give you a kind of super simple, super basic temporal data
         | system? If you somehow kept all WAL entries 'as is', it should
         | be possible to reconstruct the state of the db at any point in
         | the past?
        
           | adityaathalye wrote:
           | Thanks!
           | 
           | > but in Sqlite doesn't WAL mode give you a kind of super
           | simple, super basic temporal data system
           | 
           | Yes-ish.
           | 
           | For one, it is unitemporal. For another, it is for SQLites
           | own transactions, not of the individual datums. Litestream is
           | the way to replicate WAL into an object store / elsewhere.
           | litestream-vfs is also looking good!
           | 
           | https://litestream.io/ , https://litestream.io/reference/vfs/
           | (announced here: https://fly.io/blog/litestream-vfs/ )
           | 
           | I'm trying to emulate the data assert/redact properties of
           | append-only bitemporal-by-design data stores like XTDB. The
           | giant blog post builds up the intuition from scratch. Or at
           | least tries to.
           | 
           | So my system is going to be: bitemporal _data_ , enforced by
           | SQLite schema and application checks, along with WAL
           | replication for point-in-time transaction backup/restore.
           | Both are entirely distinct, and unaware of each other.
        
       | ctxc wrote:
       | Not as impressive, but - making my website weirder. Not a
       | frontend dev at work.
       | 
       | Top of my ideas now: add "ask your LLM" buttons to my email
       | submission form that opens ChatGPT/Perp/Claude and auto-fills a
       | query asking it _why_ you should be friends with me.
       | 
       | Sample links (I hope it says nice things about me!):
       | 
       | Claude:
       | https://claude.ai/new?q=Do+deep+research+on+a+person%2C+dvsj....
       | 
       | ChatGPT:
       | https://chat.openai.com/?q=Do+deep+research+on+a+person%2C+d....
       | 
       | Also working on a PRM. My website is https://dvsj.in - open to
       | _any_ feedback!
        
         | another_twist wrote:
         | buddy, don't be so modest, this is an ambitious project and I
         | hope you succeed ! This is tough work, I tried to build a
         | Webflow-ish editor myself and it nearly destroyed my sanity.
        
           | ctxc wrote:
           | Haha, thank you! I just checked Mantine out thanks to you.
           | Going to use it on my next side project :D
        
         | adityaathalye wrote:
         | Cool site! I like the handwritten personality and quiks...
         | indiweb FTW! \m/
         | 
         | > "years of handwriting practice and all I do is type now, smh"
         | 
         | same feeling
        
           | ctxc wrote:
           | Haha, thank you! Glad to hear it :D
        
       | rando77 wrote:
       | Echoresponse - a tool for responsible disclosure. Security
       | Researchers and companies encode some of their secret knowledge
       | in LLMs and the LLMs have a discussion and can say one word from
       | agreed upon list back to the party that programmed them.
        
       | cipherself wrote:
       | I am trying to get the TLA+ tools to run completely in the
       | browser https://github.com/tlaplus/tlaplus/tree/master/tlatools
        
       | sbondaryev wrote:
       | I'm working on interactive explorations of algorithms and machine
       | learning. Small, visual, hands-on demos that help build intuition
       | by letting people tweak code/parameters and see how things behave
       | in real time.
        
         | arter45 wrote:
         | Nice! Is it a website, an app, a Jupyter notebook,...?
        
           | sbondaryev wrote:
           | It's a website https://sbondaryev.dev/
        
       | schappim wrote:
       | I am working on SIP4AI [1] (a VOIP soft-phone where AI is on the
       | other end, not a human). You can self-host it, register a SIP
       | line, and let AI take the calls.
       | 
       | It works with your existing phone system, so you can just add AI
       | as a line without having to replace everything...
       | 
       | 1. https://sip4ai.com
        
       | jonator wrote:
       | I think frontier models are getting to the point where we can
       | start to reach higher trust agentic workflows.
       | 
       | As a hardcore AI chat user, I'm often frustrated with the single-
       | agent workflow, where a single context window is used for even
       | very long conversations. If I want to change the topic, open a
       | thread, or go on a tangent, I often end up compromising the main
       | thread and I'm forced to copy context over if I want to dive into
       | something.
       | 
       | To solve this, I'm working on a collaborative AI agent
       | orchestrator that models the solution as a group chat with humans
       | and AI agents, including an agent orchestrator.
       | 
       | You can spawn participating agents with the orchestrator who will
       | decisively route messages to the existing agents, or spawn new
       | agents if needed. Also, you can open agent details and send
       | messages directly to existing agents, similar to threads in
       | slack.
       | 
       | So far, I have MCP integrations working with Linear and GitHub,
       | but plan to add many more.
       | 
       | I've been working on this just over 2 weeks, making heavy use of
       | 4+ concurrent Claude Code agents. This would have been impossible
       | otherwise.
       | 
       | If you're interested, feel free to DM on X.
       | 
       | https://x.com/jon_ator/status/2010370649147998459?s=20
        
         | vinibrito wrote:
         | Ooh this sounds good, I feel the same problem but never
         | imagined a solution, having a group chat sounds good, any
         | chance this can be integrated in something like Antigravity?
        
       | the__alchemist wrote:
       | I'm adding drug-development features, and polish to my open-
       | source molecule viewer and editor, Molchanica:
       | https://www.athanorlab.com/molchanica.
       | 
       | Source code, in rust: https://github.com/David-OConnor/molchanica
       | I've split out its building blocks into their own libraries on
       | crates.io, for anyone building other bio or chem software. I
       | don't think anyone uses them at this time.
        
         | Hammerhead12321 wrote:
         | Is Rust a common choice in this space?
        
           | the__alchemist wrote:
           | No; I believe I am the only one doing this in the open. There
           | are a handful of tools for bioinformatics, but am one of few
           | building structural bio/chem ones.
        
       | nullbound wrote:
       | I am devoting 2026 to focus on my rpg. The one differentiator
       | here is something I am still not seeing: proper use of LLMs in
       | games. The current batch is all lazy asset generation, maybe
       | logic coding and what not, but not anything that could make the
       | world actually feel alive.
       | 
       | Obviously, it all comes with its own sets of issues, but I am
       | working through those as they come. But it is still a slow move
       | solo.
        
         | the__alchemist wrote:
         | What is your 2c on some of the recent backlash about AI assets
         | in games? Is that a vocal minority (game artists and similar
         | ec), or is that part of a broader trend?
        
           | nullbound wrote:
           | I think the artists have a valid bone to pick and I think
           | some of the backlash is mostly coming from that quarter. The
           | actual gamers are more repulsed by established studios using
           | AI for asset generation, because it comes across as a lazy
           | money grab. But gamers are both flexible ( will jump through
           | a lot of hoops to do what they want to do ) and and set in
           | their way of 'just want to have fun'.
           | 
           | On the other side of the spectrum are indies, who can afford
           | to experiment a little more so you get more interesting uses
           | ( like 'voicelines' by AI come to mind ).
           | 
           | I know what I want to believe, but it is hard for me to call
           | it ( I think it is a temporary trend ), because I might be a
           | little too close to it. After all, gamers have been
           | conditioned to endure a lot over the past decade and mostly
           | shrugged off most of the assaults on their favorite past
           | time.
           | 
           | If I were to compare it to something.. it is almost like
           | using LLMs for email summaries ( which is still what most
           | bosses seem to be most pleased with ). There are better use
           | cases. I think those were not explored yet.
        
         | jbreckmckye wrote:
         | Are you thinking more, of LLM based "AI" or "director" logic?
         | Like an LLM tailoring the challenges and randomness the player
         | experiences?
        
           | nullbound wrote:
           | We did have some movement in the director logic before and, I
           | forgot the zombie game in question, some of it seems pretty
           | well served for the most part. I still think there is some
           | room for a proper game master type that you refer to (
           | adjusting the challenge to what the player seems to be to do
           | ).
           | 
           | I was personally thinking of making NPC less npcy ( not
           | completely unlike dwarf fortress, but expanded ).
        
       | addaon wrote:
       | Finally writing up the documentation (architecture and safety
       | concept) for the fly-by-wire system for the homebuilt airplane
       | I'm 15+ years into designing. Got to OML lock about a year ago,
       | and the aerodynamics are checking out, so really hoping that I
       | can get a subscale flying in 2026 (although I've said that
       | before). On full scale, major remaining design task is
       | structures, but there's plenty of other stuff (propulsion
       | integration) as well.
        
       | minimal_action wrote:
       | I did a full circle: Graduated from doctoral studies, I'm working
       | on automating science. Built an arxiv-like repo for science
       | written by ai agents (https://ai-archive.io). To help scientists
       | use this website and AI in their research, i wrapped opencode
       | with ai-archive's mcp server and agents preconfigured. I then let
       | people test this opencode bundle and contribute to the repo with
       | a sandbox environment online (running opencode in container).
       | Figured that authorative scientific repo requires grounding by
       | real scientists and labs and therefore I am now negotiating
       | implemeting automated science where I just finished my doctoral
       | studies...
        
       | jlamberts wrote:
       | A little desktop app that lets me upload transaction csvs from my
       | bank and figure out how much I need to split with my partner.
       | Mostly because I always forget to charge her for utilities or
       | flight bookings and I hate going through the bank UI. Might also
       | expand it with some simple subscription auditing logic.
       | 
       | Also, a dramatic anime intro (complete with cheesy AI generated
       | theme song and video) starring our foster kittens. It's been
       | interesting to learn about some of the techniques needed for
       | consistency, how to storyboard, etc.
        
       | mondobe wrote:
       | I've been working on a music-making website since late spring.
       | This is my first real frontend project, and I'm writing it in
       | pure Rust using Leptos (so far, haven't had to write a single
       | line of JavaScript!)
       | 
       | Most of my work so far has been on the actual music-making
       | interface, but I'm beginning work on the backend now. I've only
       | worked with Django before (for a school project at Georgia Tech),
       | so I'll be deep in the `sqlx` documentation for a while.
       | 
       | There's no manual, so use at your own risk (it's similar to
       | tracker programs like FastTracker and OpenMPT):
       | https://mondobe.com/tracker
        
         | anishgupta wrote:
         | Fellow yellow jacket here! This is great start, I'd love to see
         | mondobe evolve into something like cursor for music production.
         | I've done music making on DAWs like fl studio and i wish if we
         | could reduce some friction there for users
        
       | Arcuru wrote:
       | Eidetica, a planned decentralized database for local-first
       | applications. I'm building out unstable features to get it to a
       | point where I can show off the concepts but it's still fairly
       | brittle.
       | 
       | I recently added better backend support for deployments,
       | converted everything to async Rust, and setup Nix/Docker
       | releases. I'm planning to build out some better example apps and
       | workflows next, but everything will stay pre-alpha/unstable for
       | now so that I can avoid getting locked in to any foundational
       | issues. There are still a number of low-hanging breaking issues
       | blocking the end-to-end usage which I'll need to address.
       | 
       | https://github.com/arcuru/eidetica
        
       | rcarmo wrote:
       | Two weekend projects:
       | 
       | - https://github.com/rcarmo/gotel (an OpenTelemetry tracing
       | collector/UI, under heavy refactoring)
       | 
       | - https://github.com/rcarmo/toadbox (a simple Docker-based agent
       | sandbox to run Toad/OpenCode/Mistral inside, which I've been
       | cleaning up for general use)
        
       | c0nrad wrote:
       | https://battlecode.org/ is in January, I look forward to it every
       | year.
        
         | pseufaux wrote:
         | This is awesome! I can't believe I've not heard of it before.
         | Thanks for sharing!
        
       | spiderfarmer wrote:
       | I relaunched one of my Dutch agricultural communities to reach a
       | more international audience. I'm starting to see great traction
       | and it's very rewarding: https://www.tractorfan.us
        
       | ronbenton wrote:
       | An existential crisis about the future of professional software
       | development
        
         | adityaathalye wrote:
         | AFAICT, the future of software development looks like a _lot_
         | of _unprofessional_ software development.
         | 
         | Not unlike digital photography and Instagram. Has it killed
         | film-photo _divisions_ of photography companies? Yes. Has it
         | put professional photographers out of business? Hardly, and in
         | fact, the opposite. What the ubiquitous phone camera has done,
         | is expose a lot many more people to the _steep_ challenge of
         | making truly good photographs. It has raised the average
         | population-scale level of photo-erudition and _taste_ to ever-
         | more sophisticated levels. And, it has pushed the envelope on
         | what photography can do.
         | 
         | So---assuming the AI overlords prevail (which I'm deeply
         | skeptical of, but _suppose_ a trillion dollars are right and I
         | 'm wrong)---what happens when LLMs allow anyone to vibe-code
         | their own SaaS or Database or IDE or bespoke health-monitoring
         | app or whatever...?
         | 
         | (edit: fix formatting)
        
           | jesse__ wrote:
           | This is the most grounded and plausible-sounding ai take I've
           | seen. Please keep saying stuff like this.
        
           | exodust wrote:
           | > " _Not unlike digital photography..._ "
           | 
           | The important difference with digital photography is the
           | phone photographer won't use pro lighting, different lenses,
           | reflectors, bounced flash or other gear that contributes to
           | the "pro photography" look.
           | 
           | With software, vibe-coders might use AI agents that have all
           | the equivalent "pro photo gear" for professional output.
           | 
           | There's a moat around pro-photography protecting it from its
           | snack-size phone-camera cousin. All those lights, lenses and
           | tripods are the physical moat. If we ponder the question
           | whether software development has an equivalent moat, the gp's
           | gloom may be warranted.
        
             | adityaathalye wrote:
             | Lifetime costs...
             | 
             | - How much does a top-end "pro" AI account cost? Who can
             | pay that on a sustained basis through a career? (Someone
             | has to pay --- the cost gets loaded onto fully-loaded
             | employee cost. And when it's the business doing it, you can
             | bet that eventually CFOs are going to ask the hard
             | questions.).
             | 
             | - How much does pro photography gear cost? Does every
             | photographer own all the gear? (No. Renting is standard,
             | and in fact, preferred. Nobody wants to buy thousand-dollar
             | marco lens they will use only a few times to lean macro
             | photography and do the occasional pro shoot. A specialist
             | macro photgrapher will, because they can amortize the
             | cost.)
        
         | jesse__ wrote:
         | I cackled when I read this
        
       | bespokedevelopr wrote:
       | For work related items I've been building out agent tooling for
       | building some models and PoC projects related to energy industry
       | applications. Been doing the consulting thing for a bit now and
       | gaining more broad knowledge on some of these data center builds.
       | Hoping to spin this into a product soon.
       | 
       | Started playing with gas town which is really cool. I had a naive
       | version built that was just not good enough. This feels like a
       | step in the right direction.
       | 
       | Haven't had much time to work on any of my physical hands on
       | hobbies lately but maybe when the weather gets better I'll head
       | back out to the shop again.
        
       | TinyBig wrote:
       | I'm working on an app to make testing available to all brick and
       | mortar retailers (proofpod.ai).
       | 
       | The most difficult technical challenge has been designing a
       | pipeline to fully automate choosing test & control locations
       | using synthetic difference-in-differences.
        
       | brunooliv wrote:
       | I built the running app I always wanted: https://runcoach.fly.dev
       | 
       | You get tailored running schedules and also some body weight
       | strength workouts and healthy meals all in one!
        
         | shakabrah wrote:
         | Error Invalid input: 1 validation error for PlanRequest
         | current_km Input should be greater than 0 [type=greater_than,
         | input_value=0.0, input_type=float] For further information
         | visit https://errors.pydantic.dev/2.5/v/greater_than
        
           | brunooliv wrote:
           | Yes it assumes a minimum running base, will improve thx
        
           | brunooliv wrote:
           | It should be fixed now!
        
       | division_by_0 wrote:
       | Thinking of new ways to visualize market data in 3D like this
       | helical candlestick chart:
       | 
       | https://cybernetic.dev/helix
        
         | yakshaving_jgt wrote:
         | Love the matrix UI with the minimap!
        
           | division_by_0 wrote:
           | Thank you, I appreciate it! I'm also planning to add a graph
           | visualization of the correlation matrix.
        
       | bwb wrote:
       | I've got two going :)
       | 
       | https://shepherd.com/
       | 
       | Building a really unique book recommendation platform to help
       | readers find books they might not otherwise know about. We just
       | started working on a full book app that will be a private book
       | diary, along with recommendations and insights based on your Book
       | DNA. Think Goodreads, but rebuilt for readers who want a private
       | space to track what they read, keep notes, and get truly
       | personalized book recommendations (like Pandora or Spotify for
       | books).
       | 
       | https://downforeveryoneorjustme.com/
       | 
       | This is a fun one I do with a good friend. Basically, to see if a
       | website is down, or if it is just you, along with reported
       | reasons from the community. We are working to add user accounts
       | so you can create your own custom lists of websites/services to
       | track
        
         | 9dev wrote:
         | > We just started working on a full book app that will be a
         | private book diary, along with recommendations and insights
         | based on your Book DNA. Think Goodreads, but rebuilt for
         | readers who want a private space to track what they read, keep
         | notes, and get truly personalized book recommendations (like
         | Pandora or Spotify for books).
         | 
         | Oh! This is very similar to the project I am working on,
         | Colibri[1], a self-hostable ebook library. I'm an avid Shepherd
         | user though, and I would _love_ to make some kind of
         | integration happen... would you be open to a chat??
         | 
         | [1] https://github.com/colibri-hq/colibri
        
           | bwb wrote:
           | Ya please, ben@shepherd.com
           | 
           | I'd love to chat about API etc
        
       | lukebuehler wrote:
       | I'm building AgentOS [1], trying to experiment where agent
       | substrates/sandboxes will head next. It's a deterministic, event-
       | sourced runtime where an "agent world" is replayable from its
       | log, heavy logic runs in sandboxed WASM modules, and every real-
       | world side effect (HTTP, LLM calls, code compilations, etc.) is
       | explicitly capability-gated and recorded as signed receipts. It
       | ensures that upgrades and automations are auditable, reversible,
       | and composable. The fun bit is a small typed control-plane
       | intermediate representation (AIR) that lets the system treat its
       | own schemas/modules/plans/policies as data and evolve via a
       | governed loop (propose > shadow-run > approve > apply), kind of
       | "Lisp machine vibes" but aimed at agents that need reliable self-
       | modification rather than ambient scripts.
       | 
       | [1] https://github.com/smartcomputer-ai/agent-os
        
         | saadn92 wrote:
         | Ha. Nice name. Looks like we both are:
         | https://github.com/saadnvd1/agent-os
        
         | schappim wrote:
         | We should talk! I have been doing pretty much the same, but
         | have been leaning heavier on the context parsing and schema
         | sharing between apps.
        
         | CuriouslyC wrote:
         | This is definitely interesting, seems like the sort of thing
         | Nix would do well.
        
           | lukebuehler wrote:
           | Thanks! NixOS is great at building and configuring systems,
           | while AgentOS is about running and governing long-lived,
           | deterministic agent worlds. They share ideas like
           | immutability and declarative state, but they operate at
           | different layers. I would say if NixOS is about reproducibly
           | constructing a system, AgentOS is about reproducibly
           | operating one: tracking decisions, effects, and evolution
           | over time.
        
       | prameshbajra wrote:
       | I am working on a very simple browser extension that allows you
       | to take notes right on youtube. It is open source, offline and
       | everything is locally stored.
       | 
       | Here are the links.
       | 
       | Chrome store: https://chromewebstore.google.com/detail/video-
       | notes/phgnkid...
       | 
       | Firefox store: https://addons.mozilla.org/en-
       | US/firefox/addon/video-notes-f...
       | 
       | I actually would love some feedbacks and suggestions from someone
       | here :)
        
         | epolanski wrote:
         | The pages don't really show how to export the notes.
        
           | prameshbajra wrote:
           | Ahh yes, I will add a screenshot in the next update. Thanks
           | you.
           | 
           | If you have not found it, you need to click on the extension
           | icon, and then click on gear icon. There you will find the
           | option to export.
        
       | monatron wrote:
       | I'm on a deep dive fine-tuning how I organize and manage my
       | personal knowledge base - focused on entity extraction and
       | strategic information retrieval and based on the AgREE paper from
       | Apple[0] and persisting it in Memgraph.
       | 
       | I've got a nice ingest, extract, enrich process going for the
       | graph - I'm currently working on a fork of claude-mem[1] that
       | uses the graph as a contextual backend for agentic coding
       | workflows.
       | 
       | 0. https://arxiv.org/abs/2508.04118 1.
       | https://github.com/thedotmack/claude-mem/
        
         | daanbread wrote:
         | Sounds v interesting. Do you have a link to the fork?
        
       | dataviz1000 wrote:
       | Using Claude Opus 4.5 to query time-series data.
       | 
       | I have GBs of time-series data in a TimescaleDB database. It's
       | more complicated than this, but the gist is: I use natural
       | language to ask questions about relationships in the data, Claude
       | Opus 4.5 generates queries, and it finds patterns.
       | 
       | For example, I classify tens of thousands of news articles using
       | different classification models. Then I ask Claude to write a
       | query that tests for statistically significant changes in the
       | time-series data at specific intervals after a given
       | classification of article--and it finds patterns.
       | 
       | It passes train / test split validation. It will train on 2 years
       | of data (2023 and 2024) and being able to effectively predict
       | movements on the time series data using the classified news
       | articles on the last year of data (2025).
        
       | knadh wrote:
       | - https://dict.press - A (language) dictionary publishing and
       | management system.
       | 
       | - WIP: A FOSS, self-hosted Luma alternative (for use across our
       | community initiatives)
        
       | nickmade wrote:
       | I'm building a simple CSS redesign for Hacker News on Safari iOS
       | as an extension: https://apps.apple.com/us/app/y-redesign-for-
       | hacker-news/id6...
       | 
       | I have a few other small side projects that generally improve my
       | day-to-day life, including a better calendar widget for shift
       | workers and a video speed controller that floats on websites
       | where I frequently watch videos for easy access.
        
       | shevy-java wrote:
       | Some time-constraints make it hard for me to commit to some open
       | source work right now, but if I can I still improve my tool
       | called "Software Manager". Goal for 2026 will be to have
       | registered 4000 programs in total (I am at about 3750 right now)
       | as well as make it dead-easy to interface with it through
       | oldschool SQL (right now I just have .yml files and other flat
       | files, though I can autogenerate a .sql database already as-is,
       | but right now I don't query this dataset and it is not really
       | optimised either). My long term goal is to make compilation on
       | any platform dead simple. On Linux it works very well; on windows
       | not quite as well yet.
        
       | sp1982 wrote:
       | https://github.com/syamp/biscuit - Just a fun experimental tsdb
       | completely written by codex.
        
       | mojo531 wrote:
       | Hello, I am new and this is my first post.
       | 
       | At Sylvester I stopped smoking.for the beginning and hard times I
       | searched for a deflection and started with my own quitesmoke app
       | - purio
       | 
       | I released it some days before a reached a workable state.
       | 
       | Here the result, if you want to check:
       | 
       | Android:
       | https://play.google.com/store/apps/details?id=io.codingplant...
       | 
       | Feedback is welcome
        
       | brynet wrote:
       | Making rent as an open source developer.
       | 
       | Attracting new monthly sponsors and people willing to buy me the
       | occasional pizza with my crappy HTML skills.
       | 
       | https://brynet.ca/wallofpizza.html
        
       | adamwong246 wrote:
       | testeranto.com
       | 
       | I have built a multi language bdd test framework. A human can
       | write the bdd specs and an LLM will generate the code to match.
        
       | saadn92 wrote:
       | I'm working on agent-os: a slf-hosted web UI for managing
       | multiple AI coding CLI sessions (Claude Code, Codex, OpenCode)
       | with multi-pane terminals. All free and open source:
       | https://github.com/saadnvd1/agent-os
        
       | devgoth wrote:
       | I am working on a query cost analyzer that looks at query
       | performance and does maths against your infrastructure cost to
       | understand what is your dollar cost per query. The idea is that
       | teams (when tables are tagged appropriately) will be notified
       | with their most costly queries and hopefully makes that
       | actionable for teams to clean up some queries.
       | 
       | I am unsure if there is a need for a tool like this in the market
       | but I am becoming more and more curious around databases so this
       | felt like a lower barrier for my product-minded engineer skills
       | to get into.
        
       | Fraterkes wrote:
       | I've been working on a fontdrawing app that only uses the
       | keyboard (inspired by vim) for a couple of months. Finally got
       | export to ttf working this weekend and got to see a bad looking j
       | I drew in Figma
        
       | jwally wrote:
       | I updated a really outdated, but surprisingly popular repo for
       | linear programming:
       | 
       | https://github.com/JWally/jsLPSolver
       | 
       | I'm tinkering around building "JARVIS" (I didn't want to come up
       | with a clever self deprecating name - this works) - a personal
       | project to manage my life. Integrates into Google Mail, Google
       | Calendar, Trello, GroupMe, EveryDollar. Basically it nags me to
       | do grown up thing and is a better UX than Google Calendar/Trello
       | - I just talk to it and ask it things.
       | 
       | Also experimenting with a new Claude-Code flow; give the bot its
       | own AWS account, Put a bunch of tickets on my personal JIRA, be
       | persnickity about what constitutes "pass" and tell the bot
       | "follow these instructions, pull down tickets until there are no
       | more. Your branch cannot merge until you have integration tests
       | passing in your own dev env first" (I use AWS CDK). Then let it
       | loose to build. The instant feedback loop that Claude has with
       | Build-Code->Deploy to AWS->Run Integration Tests->Address
       | Failures is really nifty fwiw...
        
         | written-beyond wrote:
         | I genuinely dread using calendars. They're all too confusing
         | for me. Problem is I am considered an adult, and everyone wants
         | you to use a calendar.
         | 
         | Googles Calendar is intimidating and confusing, same for all of
         | them. I don't know what I want, but something with less red
         | tape.
        
       | bndr wrote:
       | I've been working on the same tool since 2024 where I thought it
       | might be a good time to build a tool for all the people who will
       | build their own tools, eventually they will need to market it.
       | 
       | So I built a SEO/GEO Automation Tool for Small to Mid-Size
       | Businesses who don't have a full-time team for that. [0]
       | 
       | The goal is to provide teams visibility across all the channels
       | -- Search and AI and give them the tools needed to outrank their
       | competition. So far so good, the fully bootstrapped venture has
       | grown over the last year and I've built quite a few big features
       | -- sophisticated audit system, AI Responses Monitoring, Crawler
       | Analytics, Competitors Monitoring etc.
       | 
       | [0] https://seojuice.io
        
         | bndr wrote:
         | Adding a bit of context as well: This started out as a internal
         | linking tool, but grew into something more based on the
         | customer feedback -- the database has now reached about 10TB of
         | data about keywords, pages, AI responses etc, where I know who
         | was ranking where and why.
         | 
         | And I'm trying to offer this "data advantage" to website
         | owners, so they can grow, and also this is something that will
         | be hard to replicate (at least quickly) with AI.
        
       | geoelkh wrote:
       | The easiest and simplest calorie counter
       | 
       | https://www.journable.com/
        
       | jackfranklyn wrote:
       | Building CodeIQ - an AI tool that automates transaction coding
       | for accountants and bookkeepers.
       | 
       | The interesting technical bit: it analyses your historic general
       | ledger to reverse-engineer how you specifically categorise
       | transactions. So instead of generic rules, it learns your firm's
       | actual patterns - "oh, they always code Costa Coffee to Staff
       | Welfare, not Refreshments" - that kind of thing.
       | 
       | Posts directly to Xero, QuickBooks, Sage, and Pandle. The VAT
       | handling turned out to be surprisingly gnarly (UK tax rules
       | are... something).
       | 
       | Been working on it about 6 months now. Still figuring out the
       | right balance between automation confidence and "just flag this
       | for human review".
        
       | schappim wrote:
       | I have been working on Print Relay[1], a cloud-based print relay
       | system that enables remote printing to any printer connected to
       | your local network.
       | 
       | PrintRelay consists of a cloud server and lightweight clients
       | that connect printers to the cloud via WebSocket.
       | 
       | We use the excellent SaaS PrintNode at work, but about twice a
       | year we have connectivity/routing issues between AWS ap-
       | southeast-2 and their servers OS. PrintRelay is my attempt to not
       | need PrintNode. Because of this PrintRelay is PrintNode API
       | compatible.
       | 
       | 1. https://github.com/schappim/print-relay
        
       | azdle wrote:
       | My meta side project for building other side projects:
       | https://bodge.app/
       | 
       | I've always had a bunch of small side projects that I want to do
       | that aren't worth the overhead required to actually put them
       | together & keep them maintained. So, I built a small Lua-based
       | FaaS platform to make each individual project less work whenever
       | inspiration strikes. So far I've built:
       | 
       | * A current-time API for some hacked-together IoT devices:
       | https://time.bodge.link/
       | 
       | * A script for my wife that checks her commute time and emails
       | her before it's about to get bad.
       | 
       | * An email notification to myself if my Matrix server goes down.
       | 
       | * A 'randomly choose a thing' page.
       | https://rand.bodge.link/choose?head&tails
       | 
       | * A work phone number voicemail, the script converts the webhook
       | into an email to me.
       | 
       | * An email notification any time a new version is released for a
       | few semi-public self-hosted services.
       | 
       | * Scrapers for a few companies' job listings that notify me
       | whenever a new job is posted matching some filters.
       | 
       | * A WebPush server that I eventually want to use for custom
       | notifications to myself.
       | 
       | * An SVG hit counter: https://hits.bodge.link/
       | 
       | Since I'm already maintaining it for myself, I figured I might as
       | well open it up for others. It's free to play with, at least for
       | now.
        
         | mattbettinson wrote:
         | FWIW I think you should paraphrase this comment on the hero of
         | the site! I was unclear what it did till i read your comment
         | fully.
        
           | azdle wrote:
           | I know the homepage needs way more answer to "WTH is it?", I
           | just don't really enjoy doing the 'marketing' side of things.
           | I hadn't really considered just throwing something informal
           | up there, but I guess I don't really know _why_, so, thanks
           | for the suggestion.
        
         | catlifeonmars wrote:
         | This is great. One thing that is not immediately obvious to me
         | is what kind of authentication it supports. Needing to
         | authenticate the caller is the #1 piece of boilerplate that
         | gets in the way of me completing mini-projects. It's not hard,
         | but it's definitely a nonzero amount of effort. And this is
         | coming from someone who has implemented many, many auth flows
         | professionally.
        
           | azdle wrote:
           | It doesn't say because there's no special support for any
           | auth protocols. Long-term I want to have out-of-the-box
           | support for things like OAuth (for user-facing auth) or
           | mutual TLS (for device/service auth). _Technically_ there's
           | currently support for the cryptographic primitives required
           | to do JWT (I added that because I wanted to support WebPush
           | w/ payloads for myself), but those aren't documented because
           | I intend to remove the current slightly-hacky custom APIs and
           | replace them with some off the shelf libraries, but I'm still
           | figuring out user-added libraries (and on top of that I'll
           | also need to figure out support for native libraries).
           | 
           | Are there any auth protocols / flows you think would be
           | important to support?
        
             | catlifeonmars wrote:
             | Ah makes sense!
             | 
             | > Are there any auth protocols / flows you think would be
             | important to support?
             | 
             | - I think API key passed via basic HTTP auth would get you
             | pretty far. This is ideal for serving machine-machine
             | requests and just requires that both parties can securely
             | store the secret.
             | 
             | - OIDC is great for interactions that happen in the browser
             | or if the function is serving multiple users, but is more
             | complicated to setup and/or use correctly.
             | 
             | OpenID connect is probably the best for contexts where you
             | want something served by multiple users and those users are
             | humans.
             | 
             | > _Technically_ there's currently support for the
             | cryptographic primitives required to do JWT (I added that
             | because I wanted to support WebPush w/ payloads for myself)
             | 
             | This is probably a good intermediate solution FWIW - expose
             | signature verification and HMAC APIs and allow a user to
             | bring in their own implementation.
        
         | adityaathalye wrote:
         | > My meta side project for building other side projects
         | 
         | Looks cool, congrats on putting it out there as priced service!
         | 
         | And, same!
         | 
         | Except, it's just a repo organisation system (structure,
         | conventions, and tools) that lets me share common "parts"
         | across multiple "projects". No monolithic frameworks here.
         | 
         | Libraries are functions. Apps are objects.
         | 
         | However, normally, we use these as distinct artefacts,
         | eventually leading to the "diamond dependency" problem (and
         | lots of other annoying development-time stuff caused by libs /
         | code that is "over there" (elsewhere)).
         | 
         | My "meta side project" solves, essentially the _Expression
         | Problem_ as it manifests in source code management
         | (particularly, cross library  / service / project feature
         | development).
         | 
         | [0] https://github.com/adityaathalye/clojure-multiproject-
         | exampl...
        
         | saadn92 wrote:
         | Love this, especially the commute idea
        
           | azdle wrote:
           | Thanks!
        
         | bisaacs wrote:
         | Thanks for sharing! I signed up and tried it for something
         | simple (storing a message via POST and displaying it in HTML
         | via GET) and it was delightfully easy & approachable.
        
           | azdle wrote:
           | Great to hear! And thanks for saying so. I've definitely
           | tried to make it as simple and straight forward as possible,
           | but I really didn't know if it would be simple and straight
           | forward to anyone but me.
        
         | alabhyajindal wrote:
         | Very very cool! Just signed up. Reminds me of Val Town which
         | I'm a big fan of. Did you choose Lua because you love using it,
         | or for some other pragmatic reasons?
         | 
         | Do you think a service like yours with support for many variety
         | of languages a good idea? Not in order to meet user demand but
         | purely because I think it would "just" require running the
         | program on the server using a different interpreter/compiler,
         | assuming code sandboxing has been achieved to make the initial
         | language work.
         | 
         | For example, I love the long list of languages supported by
         | Code Golf: https://code.golf/wiki.
        
           | OccamsMirror wrote:
           | Even better it could just support WASM and be language
           | agnostic.
        
             | azdle wrote:
             | It's actually already using wasmtime as one layer in its
             | sandbox. I just think that trying to support other
             | languages, especially in a fully language agnostic way,
             | would make things like documentation far more complex than
             | I could handle and make the service complex enough that the
             | only people who could understand it would be the type of
             | person who don't really need a service like this in the
             | first place.
        
           | azdle wrote:
           | Thanks!
           | 
           | > Did you choose Lua because you love using it, or for some
           | other pragmatic reasons?
           | 
           | A bit of both, though I'm literally drinking out of a coffee
           | mug with the Lua logo on it that was given to me after
           | playing a big part in making Lua _a thing_ at a prevoius job.
           | That might speak to my love of Lua.
           | 
           | > Do you think a service like yours with support for many
           | variety of languages a good idea?
           | 
           | From a technical perspective, it would be relatively easy to
           | add support for other languages, the biggest problem would be
           | UI and documentation complexity. Each added language would
           | either require a completely seperate set of documentaion or
           | would require the docs to describe everything one layer of
           | abstraction removed from the code people would actually be
           | writing. Both of which would be less than ideal for my goal
           | of extreme simplicity.
           | 
           | I think it can be a good idea, but to support something like
           | that _well_ would require a pretty large team of people.
           | 
           | I do plan to support some level of 'other languages' for
           | libraries, at a minimum some subset of native Lua libraries
           | (ie. libs written in C). That means it would be possible to
           | find a way to use pretty much any other language interpreter.
           | However, I'm not sure that will ever be a top level feature,
           | there'll probably always be some level of Lua glue code
           | holding everything together.
        
       | kalterdev wrote:
       | Acme [1], a text editor for programmers. It's a very unusual tool
       | and I have collected hundreds of notes (as well as dozens of bugs
       | and inconsistencies) from the past two years of using it. Now I
       | feel fully assimilated, I do not take as much notes and it feels
       | the right time to start organizing the knowledge, to put ideas
       | together.
       | 
       | I think that Acme is very underrated in its domain (a tool for
       | experts). The coverage is minuscule. That's why I am thinking
       | about blog posts, maybe video tutorials. I do not know what
       | should it be exactly.
       | 
       | I do not have any time estimates. I have a very demanding main
       | job (I work as a software developer) and young family that I need
       | to take care of. This project demands focused efforts and
       | selectivity that I can barely satisfy. But I wouldn't give up,
       | the thing is totally worth it. If it's going to take years, so be
       | it.
       | 
       | If you have any comments, send me a letter at
       | kalterdev@gmail.com. Have a good day.
       | 
       | 1: https://9p.io/sys/doc/acme/acme.html
        
       | dnautics wrote:
       | 1. Zig-clr. "Borrow checking and other safety analyzer for zig"
       | 
       | https://github.com/ityonemo/clr
       | 
       | 2. Molecular biology editing software. Will plug in to agentic ai
       | workflows
        
         | osigurdson wrote:
         | Nice! I'm surprised more people aren't working on Zig.
        
       | Gazoo101 wrote:
       | PlanMixPlay - https://www.planmixplay.com/
       | 
       | A live-performance software with a focus on creating 'musically
       | connected visuals'. Currently, the biggest connectivity is
       | probably tightly tied lyric visualizations. Some recent examples:
       | 
       | https://www.youtube.com/watch?v=mRHLzuUBz5o - She Wants Revenge -
       | I don't want to fall in love
       | 
       | or if you prefer Mashups:
       | 
       | https://www.youtube.com/watch?v=e_Xq8Dh4NEw - The Lovemakers -
       | Shake That 50 Cent (50 Cent vs. The Lovemakers)
        
       | crawshaw wrote:
       | I have always assumed this is about individual projects, but let
       | me try talking about our team effort. We just launched exe.dev,
       | and have lots of projects. In particular, we are spending a lot
       | of time on file systems. The easy one is copy-on-write VM
       | cloning, which existing software provides for us. More
       | interestingly, I believe the standard cloud approach of putting
       | everything on a NAS by default is wrong. Doing better here is
       | going to require doing unusual things.
       | 
       | Finally, we decided to open source the exe.dev agent, Shelley.
       | https://github.com/boldsoftware/shelley
        
       | tombert wrote:
       | I have been porting over my favorite Erlang library "Bitcask" to
       | Rust.
       | 
       | https://git.sr.ht/~tombert/feocask
       | 
       | Called "feocask" cuz feo means "ugly" in Spanish and FeO to mean
       | Iron Oxide for Rust. I thought it was funny.
       | 
       | I will admit that I had help from Codex, but I did write most of
       | it myself, and I think the design is coming out kind of neat. I
       | have a very strict "no lock" policy [1], including lockfiles, and
       | this should still be safe to use across any number of threads, at
       | the cost of N^2 reconciliation to the number of threads and a lot
       | more drive space.
       | 
       | I like my design; I have an excuse to use Vector Clocks and
       | Hybrid Logical Clocks and I think it might actually be useful for
       | something some day. I'd like to eventually write something that
       | goes a bit beyond getting parity with bitcask and optionally have
       | the ability to automatically distribute across multiple nodes,
       | but I'm still trying to think of a good design for that, because
       | my current design depends heavily the atomicity of POSIX
       | filesystem commands, and introducing the network introduces
       | latency that would likely greatly degrade performance.
       | 
       | [1] At least no explicit locks. I am using Tokio channels and
       | they are probably using locks in some spots behind the scenes.
        
         | rileymichael wrote:
         | fyi the project appears to be private :)
        
           | tombert wrote:
           | You are right...fixed! Still kind of learning the sourcehut
           | UI.
        
       | sph wrote:
       | After years of wondering what the post-UNIX paradigm of computing
       | could look like, these past few months I've been prototyping a
       | software platform built around capabilities and message passing,
       | targeting Linux and bare-metal RISC-V. The big ideas I'm pursuing
       | is a stackless design running on a flat address space with
       | lightweight processes to minimize message-passing latency, and
       | all the benefits of capabilities so every process is sandboxed
       | and has only access to capabilities they have been explicitly
       | passed via message passing.
       | 
       | I've also built a RISC-V emulator to integrate with this
       | platform, so eventually it'll be able to run native binaries
       | written in any language, completely sandboxed, completely built
       | around message-passing. Basically a native, low-level BEAM-like
       | platform to build an entire operating system and user-space.
       | 
       | While my day job is writing boring applications, this is the
       | stuff that keeps me awake at night, and I would love so much to
       | talk and write more about this, about the trial-and-errors I'm
       | facing, but it's still so much in flux every week I'm exploring a
       | new approach. Most of my work has been around the stackless
       | scheduler, and I have a plan to achieve preemption for long-
       | running or misbehaved tasks without having to compromise on
       | memory usage (i.e. without giving each process its own stack and
       | allocate memory for context switching).
       | 
       | Eventually I'd like to layer on top either Cap'n Proto or another
       | high-performance serialisation system to create a distributed,
       | introspectable environment of object-capabilities that are
       | sending typed messages between each other, achieving the ultimate
       | goal of creating an unholy hybrid between Smalltalk and the
       | Erlang VM.
       | 
       | God, how I wish I was paid to work on this type of problems :-)
       | 
       | If this sounds close to your area of interests, please send me an
       | email and I'd love to chat.
        
         | utopiah wrote:
         | > how I wish I was paid to work on this type of problems
         | 
         | Did you apply for funding? Any subsidies?
        
           | sph wrote:
           | When the code is ready to be opened and I have settled for a
           | design; right now it's very much in flux and I want to see
           | where the vision takes me, and which challenges I encounter
           | along the way.
           | 
           | I'd like to apply for funding by the end of this year, when
           | I'll have saved enough money from contracting to dedicate
           | myself fully to this project.
        
         | adastra22 wrote:
         | Are you aware of CHERI? And Singularity from Microsoft
         | Research?
        
           | sph wrote:
           | The end goal is to provide user-space memory isolation on
           | CHERI-enabled hardware, where I won't need the RISC-V
           | VM/sandbox any more. Anything as long as I can run on a flat
           | address space and not have to waste countless CPU cycles
           | swapping out page tables every message send. I admit my
           | knowledge of CHERI is superficial and have not spent too much
           | time reading the specs until I can play with off-the-shelf
           | CPUs that support it.
           | 
           | Singularity/Midori from MS Research have a lot of good ideas
           | but I feel we don't completely have to compromise forcing a
           | managed environment or language in userspace. I want to run
           | native binaries in this platform, which of course would look
           | a bit different than one is used to (no _entry, no dedicated
           | stack, just a message handler that's called directly by the
           | scheduler, no concept of syscall, just sending messages to a
           | capability)
        
       | haar wrote:
       | https://ardent.pet/
       | 
       | My Family recently (in the last couple of years) started to breed
       | Ragdoll cats in the U.K.
       | 
       | In an attempt to support what's involved in this I built Ardent
       | for them. It covers a bunch of the day-to-day concerns (weighing
       | and health tracking), Lineage and Inbreeding prevention, and
       | Owner Pack generation for handovers to new Owners.
        
       | anfractuosity wrote:
       | Trying to visualise magnetic fields of a floppy disk.
       | 
       | So far I can see magnetic fields on a magstripe
       | https://www.youtube.com/watch?v=c8nM4Z-hkTw with two polarisers
       | (one of which I rotate in the video, which is contained in a 3D
       | printed holder with gears I made).
       | 
       | I'm awaiting some different polariser film, to see if I can get
       | it to work with a floppy disk.
        
         | adityaathalye wrote:
         | Trippy! Please do a large-format visual art installation of the
         | results of this... like, project it on a wall or on some other
         | public surface that is... unexpected.
        
       | m4rc3lv wrote:
       | I am working on version 6 of the Nutrisense. A device to keep
       | track of what you eat (calories/protein, etc.) without the need
       | to type it in, in some app.
       | 
       | https://marcelv-net.translate.goog/index.php?w=apparaat&id=3...
        
       | jaggederest wrote:
       | Locque is a language designed to both be easy for LLMs to read
       | and write, but also for humans to review, and it's designed along
       | my philosophy that the more structure you can give coding agents,
       | the better, so it's dependently typed and hosted on Haskell at
       | the moment. Feedback eagerly solicited.
       | 
       | https://github.com/jaggederest/locque
        
       | starwatch wrote:
       | https://www.votivus.org
       | 
       | A hobby project I started putting together late last year; a
       | little spot on the internet for prayer and reflection.
       | 
       | https://dugnad.stavanger-digital.no/
       | 
       | A pro bono tech consultancy for local non profits. The idea is to
       | help them use tech to better deliver on their mission.
        
         | drekipus wrote:
         | this is beautiful, thank you :)
        
           | starwatch wrote:
           | Thank you!
        
         | chairmansteve wrote:
         | Votivus is very nice.
         | 
         | And I'm an agnostic!
         | 
         | Well done. I will use it.
        
           | starwatch wrote:
           | Thank you! I hope you find it useful in your journey.
        
       | baudaux wrote:
       | I am working on a new Unix-style filesystem for the browser, in
       | https://exaequos.com For local and remote storage and encrypted
        
       | jordanf wrote:
       | Building Cassette: a dead-simple computer in the cloud:
       | https://cassette.sh
       | 
       | One always-on Linux box to run apps, databases, CI, and AI agents
       | without hyperscale complexity, surprise bills, or Kubernetes. AI-
       | driven app explosion plus mature open-source deploy tools make
       | simple servers fast, cheap, and fun again.
        
       | kjohanson wrote:
       | A personal agentic tool for action cam video editing. When I moto
       | / ski / bike, I leave my helmet cam rolling the entire time. It
       | takes a very long time to 1. find scenes and 2. edit them down
       | into a reel or video. It works well for my amateur use case -
       | basic edits with only cuts and transitions.
        
       | ortuman wrote:
       | I'm working on Narwhal, a pub/sub protocol and server
       | specifically designed for edge applications. The protocol can be
       | extended via an external component, and the product is completely
       | free and open source: https://github.com/narwhal-io/narwhal
        
       | anishgupta wrote:
       | working on a free mini-game for f1 enthusiasts, completely build
       | by claude sonnet 4 and hosted on AWS
       | 
       | consistently getting traffic of 30k in a month with peaks upto
       | 10k in a day
       | 
       | This has been on for a few months now but I'm thinking to add new
       | features as users are asking for multiplayer support. Would love
       | some feedback
       | 
       | [0]: https://www.hotlapdaily.com
        
       | jbreckmckye wrote:
       | Nothing as impressive as others here... but I have a few little
       | things
       | 
       | --- Todo or else ---
       | 
       | The main thing is a new Go CLI called "todo or else". It scans
       | your project for TODO comments and checks that they have
       | deadlines
       | 
       | This allows you to hold yourself accountable for completing them
       | 
       | You can verify other things like whether TODOs have owners
       | 
       | I'm using Tree Sitter which means it can handle most programming
       | languages (although, I'm shipping with a subset, as the grammars
       | can get quite big)
       | 
       | I'm hoping to release this cross platform in a couple of weeks
       | 
       | --- Video: How PSX games were developed ---
       | 
       | A ten minute YouTube video about how PlayStation 1 games were
       | developed
       | 
       | The tools, languages, and practices that were common in this era
       | 
       | Also the computers, software, programs used for creating assets
       | (eg Irix Framethrower for SGI)
       | 
       | I'm hoping to produce a 10 minute video on my YT channel
       | (jbreckmckye). Currently in the writing stage
       | 
       | --- Black Noise ---
       | 
       | A small, command line program for playing white noise
       | 
       | I think it would be a nice utility to have for focus sessions...
       | maybe to double as a sort of pomodoro timer
        
         | yakshaving_jgt wrote:
         | Hey, I implemented a scrappy version of your _TODO or else_
         | idea several years ago. Certainly not as sophisticated as what
         | yours sounds like.
         | 
         | https://jezenthomas.com/2015/10/using-git-to-manage-todos/
        
       | sensecall wrote:
       | I'm building https://tradeyhq.com/
       | 
       | It's a super simple job management app for busy tradespeople to
       | keep track of jobs.
       | 
       | The main use case is time pressed tradespeople who do most of
       | their admin in the evenings.
       | 
       | The app makes capturing leads incredibly easy and quick. Lots of
       | scope for extending functionality in the future in various
       | directions.
       | 
       | (Not launched yet, squashing bugs and refining a few bits and
       | pieces)
        
       | freediver wrote:
       | https://greatcountry.org
       | 
       | Comparing world countries on as many uncorrelated statisticals
       | factors I could get my hands on.
       | 
       | Fun fact: in overall top 10, there is only one country that is
       | not in Europe.
        
       | thevivekshukla wrote:
       | I'm working on Daestro[0] - a job orchestrator that can directly
       | integrate with cloud providers like AWS, Vultr, DigitalOcean and
       | Linode to create instances for jobs to run on and destroy when
       | done.
       | 
       | Currently I'm working on following features: - Multi user support
       | (Team) on project level - Then I'll look into whether to add
       | support for OIDC/SSO now or not - Alert on slack - Webhook
       | support
       | 
       | 0: https://daestro.com/
        
       | koeng wrote:
       | I'm genetically engineering yeasts to make subtly flavored
       | breads. I've already done grape aroma, now working on
       | wintergreen.
       | 
       | Also working on a red chamomile (using beat red biosynthesis).
       | Just for fun. Red chamomile tea!
       | 
       | The idea is to have niche invite-only genetically engineered
       | flavors that I can bring to parties around SF :) what's more
       | special than a genetically engineered organism that you can ONLY
       | get if I'm there? Good calling card
        
         | anfractuosity wrote:
         | Sounds fascinating, do you have any documentation on how you
         | modify the yeast?
        
           | koeng wrote:
           | I really need to do a write-up. I kinda just whip up the
           | easiest path and do it.
           | 
           | For example for the grape, I needed to knock out some
           | tryptophan synthesis genes so I could redirect the bioflux.
           | Problem is that in bakers yeast they have a whole buncha
           | copies of their chromosomes, so I had to knock out one of the
           | genes and replace it with a different gene from grapes. Did
           | that with a quick lil CRISPR switch.
           | 
           | Had to electroporate tho because the transformation rates on
           | wild/bakers/non-lab yeast are so garbage
        
             | Hammerhead12321 wrote:
             | Starting from nothing, how much time (and money) might it
             | take an individual to learn how to be able to do these
             | things?
        
               | fc417fc802 wrote:
               | If you can find a nearby community college offering a
               | molecular biology class that includes a practical lab
               | then I'd say a couple quarters of time and tuition.
               | 
               | DIY that will depend on your level of ability. You can do
               | this stuff in your kitchen but learning it from a
               | textbook will be daunting for many (most?) people.
        
             | amarant wrote:
             | How much expensive lab equipment do you need to do
             | something like this?
             | 
             | "A quick lil CRISPR switch" sounds like "oh just my
             | homemade fusion reactor hooked up to my kitchen warp drive"
             | to me, yet you make it sound so simple!
        
               | adastra22 wrote:
               | You can do this on your desk, or better yet at your local
               | diy bio hackerspace. Validating it takes some equipment,
               | e.g. for PCR, but that's commonly available.
        
             | dnautics wrote:
             | Curious why you do CRISPR when HR works great in yeast.
             | 
             | If you are having trouble transforming, try spheroplasty.
        
         | jodacola wrote:
         | This is so cool. Also, it sounds like a cheeky plot to a zombie
         | apocalypse or global contagion movie.
         | 
         | How subtle are the flavors? Unsubtle enough that an oblivious
         | taster might ask, "Does this bread taste like grapes to anyone
         | else here?" Or does one need guidance to search for the flavor?
        
         | adityaathalye wrote:
         | Literally how it began...
         | 
         |  _When the Yogurt Took Over_
         | https://lovedeathrobots.fandom.com/wiki/When_the_Yogurt_Took...
         | 
         | Wait, that means a glorious period of peace and prosperity for
         | all is nigh.
        
       | isoprophlex wrote:
       | My first mobile app! It encodes and decodes SSTV images, allowing
       | you to send pictures over sound waves. Mostly used by amateur
       | radio operators... even though the ISS sometimes also broadcasts
       | SSTV images!
        
       | Version467 wrote:
       | I'm working on Increader, an incremental reading platform.
       | 
       | You put in all your bookmarks (also pdfs or epubs) and it puts
       | them in a queue and tracks your progress. Read for as long as you
       | want to and if you get bored with an article you just move on to
       | the next one. Supports highlights and annotations as well as
       | creating spaced repetition cards out of those annotations.
       | 
       | Really reduces the friction for me to start reading and it has
       | made a noticeable difference to my media consumption throughout
       | last year.
       | 
       | Started out as an exploration into the incremental reading
       | concept, but it's become my primary interface for reading and I
       | use it every day.
       | 
       | I haven't really talked about this to anyone yet, but it's
       | getting to a point where it's polished enough for others to use.
       | 
       | It's currently completely free and you can try it without
       | entering your email.
       | 
       | https://www.increader.com/
        
       | yoz-y wrote:
       | Updating my workout app with final touches. It's local first,
       | with self-hosted backup server as an option.
       | 
       | It's text based, so it is basically an advanced editor/viewer for
       | one long text note.
       | 
       | https://apps.yozy.net/swolog/web/
        
         | bhurlow wrote:
         | love the UX
        
       | dewey wrote:
       | Over the holidays I was building a wooden birdhouse with a Unifi
       | Protect camera and a small web interface that automatically
       | identifies the birds and shows me a simple overview over which
       | type of bird visited how many times.
       | 
       | Birdhouse: https://img.notmyhostna.me/cRQ1gJfZCHjQKwFrgKQj
       | 
       | UI:
       | 
       | - https://img.notmyhostna.me/Hnw4qcvbg1ZQCrFxzGMn
       | 
       | - https://img.notmyhostna.me/62TFwSXSRRbCfxDz297h
       | 
       | - https://img.notmyhostna.me/40qhgHmSqQsrGr8BC7Db
       | 
       | - https://img.notmyhostna.me/9bgz4GYsjQH33n3MtWKp (Face labeling,
       | so I can show thumbnails of the actual birds that visited and
       | train a ML model on it in the future)
        
         | tintor wrote:
         | This is amazing
        
         | adityaathalye wrote:
         | "birdhomie" 10/10 naming skilz :)
        
           | dewey wrote:
           | Thanks, it's named after a similar commercial project called
           | Birdbuddy but I didn't want to pay for a subscription and
           | potentially have some e-waste on my hands in a few years. I
           | also wanted to have it integrated in my existing Unifi setup.
        
             | adityaathalye wrote:
             | Ah yet another glorious yak shave... "Hacker refuses to pay
             | for coercive subscription service which isn't even
             | compatible with the home setup, and spends inordinate time
             | and resources making the thing themselves.".
             | 
             | I approve :)
        
         | properbrew wrote:
         | Didn't know this was a thing I needed. Love it!
        
         | Tom1380 wrote:
         | Awesome!
        
         | jftuga wrote:
         | Cool project. Do you have a repo for it?
        
           | dewey wrote:
           | I just made the repository public, it's in "works on my
           | machine state" but happy to hear feedback!
           | 
           | https://github.com/dewey/birdhomie
        
         | fiftyacorn wrote:
         | Reminds me of a joke i heard yesterday
         | 
         | My wife said 'you look bored you should build a bird table'
         | 
         | 'Now shes not speaking to me as she found out shes 5th on the
         | list'
        
         | thedevindevops wrote:
         | Fab job, did spark one question though, Re: face labeling, are
         | you trying to to get a model to identify specific individuals
         | of a species?
        
           | dewey wrote:
           | I've thought about it and it would make the whole project
           | even cooler with actual stats of "birdhouse regulars" not
           | just in aggregated form but I don't know if it's possible and
           | if bird faces have enough unique features to differentiate
           | them?
           | 
           | Right now I only use it so that my thumbnails of pictures
           | from the camera are centered on the head in the UI as I
           | couldn't find a pre-existing model that does it for animals.
           | I'm thinking that maybe having this data set of a few hundred
           | bird faces will allow me to train a small one in the future
           | to do it more automatically. If not...I at least learned
           | something new about building models!
        
       | bcza wrote:
       | gthumb.ai
       | 
       | AI models and open source robotics for food production.
       | 
       | From backyard gardening, subsistence farming, urban gardening,
       | and other forms of small scale agriculture.
       | 
       | We believe no one owns nature and that all growers have 100%
       | right to repair any equipment we offer.
       | 
       | Our first IOT device (greenbox) is in an open beta for 2026.
       | Please reach out to support@gthumb.ai if interested.
        
       | Arubis wrote:
       | Been hacking on https://rsolv.dev. It's a security scanner with a
       | couple of unique twists; in addition to using AST validation to
       | cut the false positive rate, it uses a heavily orchestrated LLM
       | to write unit tests that fail if the detected vulnerability is
       | present.
       | 
       | Happy for alpha users; it's really early days right now. Email in
       | profile if you want to give it a try at no cost.
        
       | deepakrb wrote:
       | Nowhere near as impressive as some of the things here but I've
       | been slowly growing out a daily puzzle website
       | https://regularly.co - I built the first few games for my wife,
       | no subscriptions, no pay to play, no sign up needed.
       | 
       | Im launching a new word game next week which I'm super excited
       | about. If you do play it and have any feedback do shoot me
       | message!
        
         | sevennull wrote:
         | Like the game. for no place king X the ux would be faster for
         | me if i could draw a line where no kings can go.
        
           | sevennull wrote:
           | Ah another nice feature would be blank out game until you hit
           | start and cant reset timer. I like to compete with friends
           | and resetting time makes it so you cant compete.
        
           | deepakrb wrote:
           | Great idea, I'll add this soon
        
         | pil0u wrote:
         | Just tried Kingly, really liked it!
        
       | maelito wrote:
       | Still working on https://cartes.app, the libre Web european
       | Google Maps alternative.
        
       | WillAdams wrote:
       | Still working on a system for allowing Open(Python)SCAD to model
       | cuts for a CNC using G-code, and just added support for 3D
       | Printing via Full-control G-code:
       | 
       | https://github.com/WillAdams/gcodepreview
       | 
       | Hopefully I can restore the OpenSCAD interface layer and get it
       | working with OpenSCAD Graph Editor:
       | 
       | https://github.com/derkork/openscad-graph-editor
       | 
       | again. Having trouble finding FCG examples which do more than
       | move in straight lines though...
        
       | echelon wrote:
       | I'm a filmmaker, and this is ArtCraft:
       | 
       | https://github.com/storytold/artcraft
       | 
       | AI tools are becoming incredibly useful for our industry, but
       | "prompting" without visual control sucks. In the fullness of
       | time, we're going to have WYSIWYG touch controls for every aspect
       | of an image or scene. The ability to mold people and locations
       | like clay, rotate and morph them in 3D, and create literally
       | anything we can imagine.
       | 
       | Here are a bunch of short films we've made with the tool:
       | 
       | - https://www.youtube.com/watch?v=tAAiiKteM-U (Robot Chicken
       | inspired Superman parody)
       | 
       | - https://www.youtube.com/watch?v=oqoCWdOwr2U (JoJo inspired
       | Grinch parody)
       | 
       | - https://www.youtube.com/watch?v=Tii9uF0nAx4 (live action
       | rotoscoped short)
       | 
       | - https://www.youtube.com/watch?v=tj-dJvGVb-w (lots of roto/comp
       | VFX work)
       | 
       | - https://www.youtube.com/watch?v=v_2We_QQfPg (EbSynth sketch
       | about The Predator)
       | 
       | - https://www.youtube.com/watch?v=_FkKf7sECk4 (a lot of
       | rotoscoping, the tools are better now)
        
         | futileboy wrote:
         | cool stuff!
        
           | echelon wrote:
           | Thank you!
           | 
           | If you give it a try, I'd love to get your feedback. I'd also
           | like to see what you're making!
        
       | spizder wrote:
       | https://www.401k.live/
       | 
       | Public dataset for exploring 50,000+ 401(k) plans holding $7.5T
       | in assets.
       | 
       | You can look inside a company like Google and see what employees
       | invest in (mostly 2035-2055 target date funds) or how much they
       | contribute ($30K - likely using Mega Backdoor Roth)
       | 
       | https://www.401k.live/plans/google-llc/
        
       | bob1029 wrote:
       | Building some prototypes around the Recursive Language Model
       | paper. I'm currently working on integrating it with Unity for
       | scene and script automation. Thinking about standardized patterns
       | for retrofitting this into other existing business systems. If I
       | can make it drive Unity reasonably well, I think it could drive a
       | lot of things.
       | 
       | https://arxiv.org/abs/2512.24601
        
       | baaadbenjamin wrote:
       | I'm making a synthesizer drone generator (Webaudio API) with an
       | audio visualizer (Three.js). It's a fibonacci sphere made of 100k
       | particles. I send a sine wave down the spiral and it highlights
       | the different spiral paths contained within the larger fibonacci
       | spiral, which creates some really interesting patterns. I'm
       | currently working on the audio component.
       | 
       | https://vimeo.com/1147473608?fl=pl&fe=sh
        
       | bendtb wrote:
       | I am building an analytics calculator/toy that slowly turned into
       | something useful.
       | 
       | It started as curiosity. I wanted to see if I could express
       | business logic as simple choices and let the numbers fall out on
       | their own.
       | 
       | The app is built interactively in Streamlit. I do not sit down
       | with a spec or a backlog. I add one small idea at a time, refresh
       | the page, react to what looks wrong, then adjust. It feels closer
       | to sketching than programming. The interface tells me what the
       | logic should be next.
       | 
       | Underneath there is a growing pile of rules about the business I
       | am in.
       | 
       | I do not write code in the traditional sense.
       | 
       | I have never coded before and are solving my own problem done by
       | one, this sure feels like magic!!
        
       | andrewstuart wrote:
       | Futzing around with analog televisions.
        
       | edoceo wrote:
       | Repo-manager, SBOM tool for managing dependency (like
       | Artifactory)
        
       | urbandw311er wrote:
       | I just completed a holiday project this week to measure the kids
       | screen time using an Arduino device and a web app! I got
       | frustrated trying to get so many parental control apps to play
       | nicely, in the end this seemed like a bolder new approach to the
       | problem.
       | 
       | I blogged about the whole build and coding project
       | [here](https://partridge.works/screenie-christmas-
       | project-2025-26/)
       | 
       | Code for the Arduino and also the web app is Open Sourced
       | [here](https://screenie.org/get-device/selfbuild)
       | 
       | And you can play with it [here](https://www.screenie.org)
        
         | sevennull wrote:
         | does it work with wife or just kids?
        
       | Oras wrote:
       | I'm working on a context aware clipboard for Mac.
       | 
       | I found myself switching a lot between apps to get the same info,
       | lots of copy/pasting.
       | 
       | Example, URLs in bookmark (which I forget about), project
       | descriptions , images, folders.
       | 
       | So I built a Mac app that is similar to Raycast, but just for
       | notes. If I want to save a webpage, I click control+option+C and
       | then a window pops up to describe it.
       | 
       | If I press control+option+V, I get a spotlight like window where
       | it does full-text search of all my notes and descriptions and
       | filter so I can either:
       | 
       | - Open
       | 
       | - Insert the data into the current app (chrome, slack, ChatGPT).
       | 
       | I've been using it for a few weeks now, and not sure if others
       | will find it useful.
        
       | martydill wrote:
       | I'm having fun playing around with AI by building a coding agent
       | with both a CLI mode and a web UI
       | https://github.com/martydill/flexorama.
       | 
       | Building something is a nice break from the corporate world.
        
       | theturtletalks wrote:
       | Open-source SaaS for every vertical
        
         | arter45 wrote:
         | Every vertical?
        
           | theturtletalks wrote:
           | Yes, we just launched our Shopify alternative. Next is Toast
           | alternative for restaurants, MindBody alternative for gyms,
           | etc. We're going to leverage these platforms to build a
           | decentralized marketplace around those verticals.
        
       | properbrew wrote:
       | Still working away on a free, completely offline transcription
       | app that's available on all platforms with CUDA support as well.
       | 
       | https://blazingbanana.com/work/whistle
       | 
       | Currently tidying up some internal code (also removing the larger
       | model on mobile platforms) and implementing proper diarization
       | (who said what) so that it can be used for more than just
       | personal dictation.
       | 
       | My iOS developer account is _finally_ approved so it will be
       | available through the proper app store soon.
        
       | PEGEBE wrote:
       | launched https://www.cofounder-hunt.com today
       | 
       | Finding other co-founders based on proof-of-work
        
       | freetonik wrote:
       | Continuing to work on Minifeed (https://minifeed.net/), a
       | directory, reader, and search engine for personal blogs. The
       | indexing & searching backend in Typesense, and I'm moving from
       | their paid managed cloud service[0] to a self-hosted VM. It was
       | very easy to start with the reasonably priced managed service,
       | but with the number of feeds/posts growing, I have decided to
       | self-host it. I'm also using Typesense Dashboard, a nice visual
       | tool to do basic administration [1].
       | 
       | Overall, Minifeed keeps chugging along, fetching new posts every
       | day from almost 2k feeds. I'm hoping to find some nice and
       | ethical monetization strategy for it this year.
       | 
       | [0] https://cloud.typesense.org/
       | 
       | [1] https://github.com/bfritscher/typesense-dashboard
        
       | ww520 wrote:
       | At the moment I'm building a succinct data structure library,
       | doing one algorithm at a time. There have been some very
       | impressive papers came out recently. The numbers look promising.
        
       | mr_o47 wrote:
       | I am currently working on developing a tool for analyzing AWS
       | Costs, It's currently in progress I plan to share soon
        
       | blindsignals wrote:
       | I'm getting ready to release a re-creation of an old mobile game
       | that got delisted after the devs sold it to a company that
       | subsequently ruined it.
       | 
       | The stack is Babylon + React + Capacitor, which was easy to step
       | into as a full-stack dev with zero game building experience.
       | Currently seeing what I can do to fix some performance issues,
       | though it still works decently for a graphics heavy
       | incremental/idle game.
       | 
       | Beta is still open for Test Flight. Can sign up via
       | https://blossom-beta.blindsignals.io
        
       | revivalizer wrote:
       | I am working on an failure proof introduction to Lisp/Scheme for
       | imperative programmers. I always thought there was something
       | unapproachable about Lisp. But I finally figured it out, and I
       | want to document my path for people like me. It's going to be
       | great. Expect to be done in a week or so!
        
       | futileboy wrote:
       | I threw together a simple patch-style synth to play with the Web
       | MIDI APIs and React Flow. It's an early experiment and part of my
       | personal "try things and learn" site.
       | 
       | https://www.futile.com/patch
        
       | dhpe wrote:
       | An Android app for CORE (YC S23) to make it as easy as possible
       | to capture data to Core on-the-go. Voice-based UI, also quickly
       | type in memories, and later retrieve by asking.
       | https://memory2.app
        
       | CameronBanga wrote:
       | Working on some new Bluesky tools and trying to learn more about
       | the AT Protocol. Have been working on this following:
       | 
       | - Skyscraper, an iOS native app for Bluesky with focus on Liquid
       | Glass UI. Launching hopefully in a ~week, and TestFlight
       | available at https://testflight.apple.com/join/RRvk14ks
       | 
       | Then also working on a website/web tool that does the following:
       | - A keyword/term notification service that observes the Bluesky
       | Jetstream for usages of the term and sends email alerts.
       | 
       | - Provides an HTML/JSON backup archive of any Bluesky account.
       | Quick way to archive popular accounts, politicians, public
       | figures, etc.
       | 
       | - Trending Hashtag lists, to see what is trending the last hour,
       | day, week, and month.
       | 
       | The web services all are available at:
       | https://api.getskyscraper.com/tools/
        
       | some_furry wrote:
       | A bunch of things that get zero engagement whenever I mention
       | them in one of these threads
       | 
       | https://soatok.blog/2025/10/15/the-dreamseekers-vision-of-to...
        
       | asadm wrote:
       | I am working on a camera module that has SLAM built-in:
       | https://x.com/_asadmemon/status/1989417143398797424
       | 
       | Running on a single-core armv7. It includes a VIO and a nice loop
       | closure. I am now optimizing it further to see if I can fit some
       | basic mapping too.
        
       | siddhantdhaware wrote:
       | My Friend and I are working on Fostrom: https://fostrom.io
       | 
       | It's an IoT Cloud Platform built for developers. We're still in
       | technical preview and are currently working on adding more
       | telemetry to our small device agent written in Rust.
       | 
       | Check out our docs at: https://fostrom.io/docs/
        
       | cperciva wrote:
       | Publishing updated FreeBSD AMIs every time there is a security or
       | errata update. This will make life easier for FreeBSD/EC2 users
       | since they won't need to wait for patches to download when they
       | first launch an instance.
        
       | samuelknight wrote:
       | I am working on vulnetic.ai, an agentic penetration testing
       | platform.
        
       | anotherpaulg wrote:
       | I'm building a quantum photonics experiment that is a variation
       | of the quantum eraser.
       | 
       | One aspect that HN may find interesting is my use of Bayesian
       | optimization to control and perfect key experimental settings.
       | About a dozen of the wave plates and other optical components are
       | motorized and under computer control.
       | 
       | Given a goal metric like "maximally entangle the photon pairs"
       | the optimizer will run the experiment 50-100 times, tweaking the
       | angles of various optics and collecting data. Ultimately it will
       | learn to maximize the given cost function.
       | 
       | This sort of thing is commonly done with tools like Optuna during
       | NN/LLM training to optimize hyper-parameters, but seems less
       | common in physics especially quantum photonics. I'm using a great
       | tool called M-loop to drive the optimization, which was
       | originally developed for creating Bose-Einstein condensates.
       | 
       | https://github.com/michaelhush/M-LOOP
        
       | dodobirdy wrote:
       | Rate my professor for my university because it didn't have one:
       | https://www.ratedeeznust.com/
        
       | luiscosio wrote:
       | I'm working on Security Level 5 (SL5), which is basically "nation
       | state grade security" for frontier AI systems. The core idea is
       | that if a model's weights or training artifacts could enable
       | catastrophic harm, you should treat them like top-tier secrets
       | and secure them accordingly.
       | 
       | One piece I helped with is SenL, a "sensitivity level" framework
       | for AI labs. It's like a practical clearance system for AI
       | assets. Not everything in a lab is equally dangerous, so you
       | label assets by sensitivity (weights, training data, eval sets,
       | agent tooling, deployment configs, etc.), then tie that label to
       | concrete controls like who can access it, where it can run, what
       | logging is required, and what monitoring / two-person rules
       | apply.
       | 
       | If anyone's curious, SL5 is here: http://sl5.org/ and the SenL
       | framework is part of the published artifacts.
        
         | jesse__ wrote:
         | > The core idea is that if a model's weights or training
         | artifacts could enable catastrophic harm, you should treat them
         | like top-tier secrets and secure them accordingly.
         | 
         | My read here is that you're implying that if an attacker has
         | access to, for example, weight data, they can invariably find a
         | way to exploit it.
         | 
         | If that's a correct assumption, I think you're playing an
         | unwinnable game, since attackers always have indirect access
         | through inference of the model. It feels like locking down
         | weights/training data/etc is the ai version of security through
         | obfuscation.
         | 
         | Just my 2c, for what it's worth
        
           | luiscosio wrote:
           | Thanks for the insight!
           | 
           | I think this is exactly why some of the work is moving away
           | from "assume unrestricted API inference forever."
           | 
           | For example, we're prototyping ideas like air-gapped or very
           | low-bandwidth inference gateways, where interaction happens
           | over narrow channels (serial, optical, audio, etc.), with
           | explicit threat models and monitoring. The point isn't that
           | this's practical for today's models, but to reason about what
           | inference might look like for AGI/ASI-level systems where the
           | risk profile is fundamentally different.
           | 
           | Others are thinking along similar lines too. For example,
           | this SPAR project on constrained and minimal inference
           | pathways: https://sparai.org/projects/sp26/rec7NyTst8Upfp83l
        
             | jesse__ wrote:
             | Great, thanks for adding some nuance!
        
       | Cyph0n wrote:
       | An eBPF-based Wireguard mesh VPN in Rust using Aya.
       | 
       | The idea is to rely on kernel Wireguard, and process packets in
       | kernel space (via eBPF) for maximum performance and minimal CPU
       | overhead. I plan to use egress and ingress TC to "apply" the
       | policy at both sides. XDP is faster, but only works on ingress,
       | which is not sufficient for a mesh VPN imo.
       | 
       | Netbird already exists in this space, so this is mostly a
       | learning exercise, and maybe a reference implementation for those
       | learning eBPF in Rust.
       | 
       | Goals and constraints:
       | 
       | 1. Single digit CPU overhead for multi Gbps bandwidth (probably a
       | bit too ambitious, but we'll see)
       | 
       | 2. Linux only
       | 
       | 3. No hole punching or complex NAT handling
       | 
       | 4. Basic policy language for L3 and L4 traffic (L7 requires
       | punting packets to a userspace proxy)
        
       | jesse__ wrote:
       | I've been working on a voxel engine in my spare time for 10
       | years, this year. I wrote everything from scratch, from the
       | memory allocators, font rasterizer and a programing language all
       | the way to collision detection, renderer and gameplay code. It's
       | been a journey!
       | 
       | https://github.com/scallyw4g/bonsai
       | 
       | https://github.com/scallyw4g/poof
        
         | jdshaffer wrote:
         | Hey! I've seen bonsai before. Amazing work!
        
           | jesse__ wrote:
           | Hey, thanks for the kind words! Yeah it was on the front page
           | not too long ago, which felt great
        
       | queenkjuul wrote:
       | Just about done building a C# wrapper for libcurl targeting
       | Windows 98. Then i can finish my system tray weather app for
       | Windows, which will work on all versions of Windows from 98 to
       | 11.
        
       | VoxelBoy wrote:
       | VersionAlert: https://versionalert.com
       | 
       | For a couple of years now, I've wanted to build a service that
       | lets you subscribe to new version notifications for any kind of
       | software--desktop apps, drivers, packages, and more. As a Unity
       | developer and consultant myself, I've always wanted to know the
       | moment a new version becomes available. I value being at the
       | bleeding edge, especially since a large part of the value I bring
       | as a consultant comes from both the breadth and depth of my
       | knowledge of the Unity engine.
       | 
       | That's why I'm currently working on a niche version of the
       | broader VersionAlert idea specifically for Unity, which is why
       | the domain currently redirects to https://versionalert.com/unity
       | .
       | 
       | The only other service I've found that really addresses this need
       | is https://newreleases.io . I actually spoke with the very nice
       | husband-and-wife team behind it and even offered to buy the whole
       | project, but their asking price was about 10x higher than what I
       | was offering--which I understand, no hard feelings. I still wish
       | them the best of luck.
       | 
       | If anyone is aware of other projects or services in this space,
       | I'd be happy to learn about them and chat.
        
       | syngrog66 wrote:
       | EV recharging software. book on HPC. book collection of short
       | stories. Golang latency instrum lib. realtime Rogue-like game set
       | in postapoc NorAmerika.
        
       | reconnecting wrote:
       | tirreno ~ open safety platform
       | 
       | Github: https://github.com/tirrenotechnologies/tirreno
       | 
       | Live Demo: https://play.tirreno.com (admin/tirreno)
       | 
       | Docs: https://github.com/tirrenotechnologies/DEVELOPMENT.md
        
       | solomonb wrote:
       | Still working on my new LPFM radio station https://www.kpbj.fm
       | 
       | We are a 501c(3) and are actively fundraising to build a tower
       | here in Shadow Hills and are launching our live stream and
       | regular schedule February 1st. So far we have about 60 shows in
       | the schedule.
       | 
       | If you're in Los Angeles and have an interest in radio, please
       | hit me up.
        
       | j-o-m wrote:
       | Working on finally releasing the programming language I've been
       | working on for quite a while.
       | 
       | I'm setting up the basic site, which is not a huge deal, but I've
       | been inspired by more recent language designers having a
       | streaming presence, so I am working through test runs of
       | streaming my development.
       | 
       | I hope to start with demos of the basic language features and
       | then move on to streaming both a reimplementation of my compiler
       | and on a Rocq implementation of the syntax and semantics of the
       | language for proof work.
       | 
       | The language has a rather small niche at first glance, so I'm
       | hoping to use the streaming as a way to explore areas of appeal
       | and maybe draw some interest. A low level concurrent and parallel
       | 'functional' language with very non-traditional syntax and a
       | modal, dependent type theory is not going to appeal to everyone,
       | but hopefully I can find some interest eventually, even if just
       | to hang out on chat and talk about the subject.
        
         | jesse__ wrote:
         | > A low level concurrent and parallel 'functional' language
         | 
         | I'm not particularly familiar with array based languages, but
         | are you inspired by them at all? Seems like a similar concept.
         | 
         | What're your goals for the language? It would be cool to see a
         | parallel execution model unify SIMD, multithreading and gpu. I
         | bet people with a lot of money would be interested if you could
         | apply it to ML
        
           | j-o-m wrote:
           | Not particularly inspired by the array languages in general.
           | I do like the idea of a specifics DSL or library that is
           | built from the ground up for 'vector' operations (Futhark
           | would certainly be an inspiration here). I do think an
           | (syntax divergences aside) implementation of what is
           | essentially CUDA-like language/library is very possible.
           | 
           | I don't really have any lofty goals, the language exists to
           | let me have my personal ideal programming language. One of
           | the things I would like to see adopted, by any language, is
           | that the language is able to encode and present provable
           | guarantees about code. So, memory safety, freedom from UB,
           | lack of overflow (integer or stack) is provable in some
           | subset of the language and the proof is done in a logically
           | consistent, verifiable manner.
           | 
           | Of course most of those proofs are not anywhere near feasible
           | for general case code, but the language can restrict
           | allowable constructs in a computation, function, process, or
           | module to a set that makes the desired properties provable by
           | construction.
           | 
           | The language should be capable of unifying and abstracting
           | over SIMD (or other hardware implementations), GPUs, and OS
           | or Userspace multithreading at levels of abstraction from
           | assembly to Haskell or other high level languages.
        
             | jesse__ wrote:
             | Cool, thanks for the response and good luck with your
             | project!
        
         | nodra wrote:
         | I look forward to seeing it.
        
       | hawtads wrote:
       | I have been working on the next generation of Canva and Photoshop
       | for highly regulated verticals where there are specific demands
       | placed on the generation and edit flow.
       | 
       | https://hawtads.com
       | 
       | If you are a brand who needs to deploy advertisements at scale,
       | don't hesitate to reach out.
        
       | jumski wrote:
       | I'm building a Postgres-native workflow engine using pgmq for
       | queues and TypeScript worker. Workflows compile to definitions
       | (SQL rows), letting Postgres orchestrate the DAG as state
       | machines. The TypeScript DSL is type-safe with inferred
       | inputs/outputs across dependencies with full autocomplete.
       | 
       | Declarative and functional in nature. Just a manifest wiring
       | functions into a DAG and a Postgres SQL functions that manage the
       | graph of state machines. Simple in principle and very
       | opinionated.
       | 
       | Replaces 240 lines of manual pg_cron -> pgmq -> Supabase Edge
       | Function boilerplate with 20 lines of explicit DAG definitions.
       | Currently Supabase-only (leverages their primitives) but planning
       | to make it agnostic for vanilla Postgres setups.
       | 
       | Live demo / explanation here: https://demo.pgflow.dev
        
       | ribice wrote:
       | Multiple things, but among many:
       | 
       | - A sports club management platform, and a way for end-users to
       | sign up for sports events, lessons etc.: https://mojtim.ba/en/
       | 
       | - Given the raise of AI, I'm a hiking guide and would like to
       | have that as an alternative, an outdoor activity agency -
       | https://boa.ba (still very WIP)
        
       | arbayi wrote:
       | Working on WordPecker, trying to create something like a
       | personalized Duolingo but for vocabulary you actually encounter.
       | 
       | Started when I was struggling to read books in English. Pushed an
       | open source version back then
       | (https://github.com/baturyilmaz/wordpecker-app), later added more
       | features, and now working on a mobile app.
       | 
       | Recently started testing alpha version, fixing bugs and
       | introducing new features right now
       | (https://alpha.wordpeckerapp.com/).
       | 
       | My end goal is to build: an AI language learning companion that
       | knows what you read, listen, and watch, knows you as a friend
       | (real life, who you are), then helps you improve using that
       | context. If you're B1 at language, it creates a personalized path
       | to get you to B2, then C1, and so forth using your context.
       | 
       | https://wordpeckerapp.com/
        
       | iamasuperuser wrote:
       | I'm working on a negotiation tool. A sidekick for negotiations.
       | No public domain yet.
        
       | jtwaleson wrote:
       | I've created a programming language and game for (my) kids called
       | Stacky Bird. You learn Stack Based programming with Flappy Bird.
       | Inspired by my old HP calculators, the game 2048 and Flappy Bird.
       | In levels you earn a new instruction and at the end you have a
       | complete instruction set, and can solve complicated puzzles. With
       | new instructions you can even go back and solve previous levels
       | more elegantly.
       | 
       | It's not mobile friendly yet, but maybe that'll be a next weekend
       | project. At least you can view a video of a level on mobile.
       | 
       | My kids are loving it.
       | 
       | https://game.stackybird.com/ and the source
       | https://github.com/jtwaleson/stacky-bird
        
       | jarofgreen wrote:
       | 2 projects around virtual tech events:
       | 
       | Open Tech Calendar, listing virtual tech events that include
       | community participation: https://opentechcalendar.co.uk/
       | 
       | A listings site for virtually attending FOSDEM. The live
       | streaming is great but the official site only lists sessions in
       | the local Brussels time zone. You can choose your time zone here:
       | https://virtuallyattend.teacaketech.scot/fosdem/2026/
        
       | vitaly-pavlenko wrote:
       | Working on https://chessnawk.vercel.app/ - a set of auto-grading
       | tasks for middle school students learning programming.
       | 
       | Comes with Robot, Turtle, HTML/CSS (pixel diff tasks) and a
       | gradual introduction into programming concepts. Currently on JS,
       | literally right now GPT-5.2 helps me adding Python.
       | 
       | I've integrated a simplified clone of Replicube. I hope to
       | integrate ideas from Human Resource Machine and Turing Complete
       | later this year.
       | 
       | I bear heritage of Eastern Bloc-typa math/programming olympiads,
       | combined with front-end/product skills. So I kinda owe to ship
       | this thing to community of fellow secondary school CS teachers.
       | 
       | Surprisingly, nothing comes closer in terms of depth and
       | usability in the classroom for ordinary 12yo kids.
       | 
       | I test this thing 5 times a week in my classroom and I constantly
       | polish it at night. 100% vibe-coding.
        
       | vunderba wrote:
       | I've been putting together a rather silly slide-puzzle game for
       | MENSA-level players: things like arranging the tiles by chemical
       | element name according to atomic number, arranging countries by
       | surface area, etc.
       | 
       |  _It's absurd and will probably appeal only to the descendants of
       | Ken Jennings._
       | 
       | https://slide-puzzles.specr.net
        
       | devrundown wrote:
       | https://www.bookmarkstuff.com
       | 
       | Another itch of my own to scratch but thought I'd see if I can
       | make some side income as well.
       | 
       | It's a web based bookmark manager with extensions for Firefox and
       | Chrome.
       | 
       | You can easily import and export bookmarks so you have all your
       | data whenever you need.
       | 
       | One main thing I really like that I think makes it stand out is
       | the ability to export the contents of a bookmarked page to an
       | epub file to read later on your Kindle or other e-reader device.
       | 
       | Looking for any constructive feedback on this! Thanks.
        
       | bugbuddy wrote:
       | Is anyone still working on functional immortality? Are we going
       | to get SAGI before it? How is the head/body freezing scene
       | nowadays?
        
       | patcon wrote:
       | Building "human perspective maps" using non-linear dimensional
       | reduction algorithms to visualize the "human value manifold" from
       | hundreds of agree/disagree/pass statements, like Google Maps for
       | complex large-scale conversations:
       | 
       | https://patcon.github.io/polislike-human-cartography-prototy...
       | 
       | Just paint with colors, click a painted group, and see what
       | differentiates your painted groups. (Chrome on iOS has issues
       | fwiw)
       | 
       | This is building on the philosophy of democracy-bolstering tools
       | like Pol.is, which I've worked with (as a
       | researcher/practitioner) for almost a decade
        
       | mattrighetti wrote:
       | Finally managed to find some time to implement encryption for
       | envelope [0]
       | 
       | [0]: https://github.com/mattrighetti/envelope/pull/46
        
       | born-jre wrote:
       | Platform for apps, currently Lua support ( future WASM). Think
       | like apk (android app) but spk.zip that has server.lua file for
       | backend and htmt/js/css that get served for front end plus
       | platform gives Files, SQLite db (namespaced/scopped access ),
       | Auth, User management All in single static binary Cz go
       | 
       | Edit: formatting
        
         | born-jre wrote:
         | Lost link in editing
         | 
         | https://github.com/blue-monads/potatoverse
        
       | CuriouslyC wrote:
       | Just released a Code Quality leaderboard based on the static
       | analysis research I've been doing.
       | https://codehealth.sibylline.dev/
       | 
       | Now working on comprehensive benchmarks for another tool I built,
       | https://github.com/sibyllinesoft/scribe. Results thus far showing
       | it reducing agent token usage by ~80% in real world tasks, but I
       | need to repeat to get variance. Hopefully I can get a writeup out
       | soon.
        
       | Lars147 wrote:
       | Warenkorb+ (German for ,,shopping cart"):
       | https://github.com/Lars147/warenkorb_plus
       | 
       | A browser extension (Chrome & Firefox) for simplifying my online
       | grocery purchase workflow from Cookidoo to Knuspr.
       | 
       | I was tired of my weekly workflow of copying, pasting & sorting
       | the grocery page for each item.
       | 
       | Also launched my first Hugo blog. Really nice experience so far.
       | Wrote more detailed about the extension as my first blog entry:
       | https://lars147.github.io/blog/
        
       | foxandmouse wrote:
       | I'm working on a real-time tracker for the Canadian Parliament.
       | 
       | While the official data is technically public, it's practically
       | inaccessible (buried in XML feeds and legacy sites).
       | 
       | Phase 1 was building a modern ingestion engine and freeing the
       | information to make it more accessible. The goal is to make
       | legislative data as accessible as sports stats.
       | 
       | I'm almost ready to launch the MVP; I'm just doing some bugfixes
       | and testing the database now! (If you want an early look at the
       | MVP, my email is in my profile.)
       | 
       | The next phase is what I'm most excited about: visualizing this
       | data and using LLMs to provide insights.
        
         | ricohageman wrote:
         | I've been thinking about something similar for my city council.
         | Would be interested to compare notes! Your email seems to be
         | missing in your profile, but you can find my email in mine if
         | you want to chat.
        
         | osigurdson wrote:
         | This is a really cool idea! I remember once looking at all of
         | the actual concrete actions taken and being surprised at what
         | was actually done (not very much at the time!). Maybe it is
         | better now.
        
         | lenova wrote:
         | Interested Canadian here! Don't see your email on your profile,
         | mind sharing a link as a reply here? Thanks!
        
         | alexanderameye wrote:
         | Interesting! I've been working on a tracker for the Belgian
         | parliament [0]. Similar story: very old site + data mostly gets
         | published as a weekly pdf report (including votes and
         | discussions).
         | 
         | I have
         | 
         | 1. A scraper/parser that ingests the data daily and transforms
         | it into .parquet files.
         | 
         | 2. A LLM summarizer to summarize larger discussions.
         | 
         | 3. A static site that gets automatically generated (based on
         | the .parquet files) to provide insight.
         | 
         | What makes your tracker 'real-time'? Does it ingest the
         | livestream of a parliamentary session while it is happening?
         | 
         | [0]: https://zijwerkenvooru.be/
        
           | siiitschiii wrote:
           | Similar setup here with Zurich's city council
           | (https://github.com/SiiiTschiii/zuerichratsinfo), we scrape
           | daily, parse votes and auto-generate social media posts. Your
           | Belgian tracker looks great, we should definitely exchange
           | notes on the LLM summarization approach!
        
         | siiitschiii wrote:
         | We're doing something similar for Zurich's city council at
         | https://github.com/SiiiTschiii/zuerichratsinfo, transforming
         | buried legislative data into accessible formats and auto-
         | posting votes to social media. Would love to compare
         | approaches, especially on the data ingestion and LLM insights
         | side!
        
       | davidebianchi03 wrote:
       | I'm currently working on Codebox, a remote development workspaces
       | provider. After trying many existing solutions, I realized there
       | wasn't a self-hosted option that was both simple to set up and
       | easy to use, so I decided to build one.
       | 
       | With Codebox, you can define workspace templates or load
       | workspace configurations directly from Git repositories. At the
       | moment, it supports Dev Containers and Docker Compose, with plans
       | to expand to additional configuration methods in the future (for
       | example, Terraform).
       | 
       | Below are some resources where you can learn more about the
       | project, including an article that explains how Codebox works and
       | the source repositories (mirrored on both GitHub and GitLab):
       | 
       | * Medium article:
       | https://medium.com/@dadebianchi2003/introducing-codebox-an-o... *
       | GitHub repository: https://github.com/davidebianchi03/codebox *
       | GitLab repository: https://gitlab.com/codebox4073715/codebox
        
       | melezhik wrote:
       | DTAP protocol.
       | 
       | Double TAP is lightweight testing framework where users write
       | black box tests as rules checking output from tested "boxes".
       | Boxes could be anything from http client, web server to messages
       | in syslog. This universal approach allows to test anything with
       | just dropping text rules describing system behavior in black box
       | manner.
       | 
       | http://doubletap.sparrowhub.io/
        
       | krypd0h wrote:
       | TCKR - Scrolling Stock LED Ticker for Windows
       | https://github.com/krypdoh/TCKR
       | 
       | I've been working on this for several weeks/months and I'm happy
       | with the result!
       | 
       | Vibe coded it as my programming skills have eroded with time (or
       | they never existed).
       | 
       | I would really appreciate some feedback.
        
       | BSTRhino wrote:
       | https://easel.games
       | 
       | A beginner-friendly programming language for 2D games where
       | multiplayer is automatic. Intended to be an engaging way for
       | teenagers to learn to code by making games they can play with
       | their friends. Like a blend of Scratch and Roblox. I've been
       | working on this for 3 years!
        
         | bwb wrote:
         | That sounds awesome, going to try in morning :)
        
       | haideralshamma wrote:
       | I am building an open-source, cross-platform desktop app for
       | building and providing code-related context to chat based large
       | language models. [1].
       | 
       | I found that sometimes I would rather interact with a chat
       | interface to debug an issue or brainstorm architecture solutions
       | in my repos. Agents are great for giving the model access to
       | everything and letting it figure it out.
       | 
       | By manually prompting, it forces me to keep my metal model of the
       | codebase up to date, and it allows me to provide just the context
       | I want to the LLM.
       | 
       | [1]: https://github.com/haideralsh/prompt-lab
        
       | potomushto wrote:
       | https://tinyserve.org
       | 
       | Recently, I've been very motivated to make one niche crafted
       | service after another. For myself, family and friends. But
       | struggled to find a compelling hosting solution for projects that
       | only has and will have only a single user for years. I bought the
       | cheapest mac mini M4 on sale, put it in basement and started
       | working on some cli+daemon to help me automate all things around
       | it. The biggest risk is security, so probably gonna rely a lot on
       | Cloudflare at start.
        
         | osigurdson wrote:
         | Cool! Is it Mac specific or could Linux be used as well?
        
       | Ingon wrote:
       | Continue to work on my project for remote private access:
       | https://github.com/connet-dev/connet
       | 
       | Just released v0.12.0 which has a lot of package cleanup and some
       | important bugfixes. Next, is making the relay infrastructure much
       | more lighter, requiring less synchronization.
       | 
       | Personally, I'm using the hosted version[0] (which is just a
       | repackage of the open source version with dynamic with tokens) to
       | expose my NAS and syncthing web UIs to manage them while I'm
       | away. Sometimes even through my phone (with termux)
       | 
       | [1] https://connet.dev
        
       | ktut wrote:
       | As a former JPMorgan Chase engineer, rebuilding the Chase Travel
       | UI so it doesn't suck (there was never a role available on that
       | team while I was there): https://rkdvis.com/chase-travel
        
       | seymore_12 wrote:
       | I'm interested in ocean container shipping, so I built a Google
       | Sheets add-on to automate the process of tracking shipping
       | containers. It's called Container Tracker and I just got it live
       | on the Google Marketplace.
       | https://workspace.google.com/marketplace/app/container_track...
       | 
       | Main workload is done by the backend (serverless functions).
       | 
       | I am currently working on a HubSpot extension (that uses same
       | backend) with the goal to target few other platforms where users
       | work, and integrate the functionality into their daily workload,
       | as opposed to having it as standalone website or mobile app. I
       | have fun doing it.
        
       | johnbellone wrote:
       | I wanted to learn a new(ish) skill and am building a button box
       | for sim racing with Arduino Nano, momentary switches, etc. It has
       | been about twenty years since I've touched a soldering iron or
       | built any kind of breadboard circuit.
        
       | irvingprime wrote:
       | Developing a graph-based programming language called Graphoid.
       | The original concept was to target AI-related programming.
       | Probably not ready for that yet!
       | 
       | Repo: https://github.com/xvandervort/graphoid
       | 
       | Claude Code is doing the majority of the coding, with close
       | supervision from me. I write notes while I'm working on it. Notes
       | are here: https://www.patreon.com/cw/aiconfessions
        
       | bochoh wrote:
       | Gymlocity (https://gymlocity.com) - All-in-one gym management
       | platform for small gym owners.
       | 
       | Building this for personal trainers with home gyms and small 1-2
       | location owner-operated facilities. The big players (Mindbody,
       | etc.) are overkill and expensive for this market.
       | 
       | Core features: class scheduling, member booking, Stripe payments,
       | and workout programming (the part most gym software ignores -
       | trainers still use spreadsheets or generic apps).
       | 
       | Stack: React 19 + Vite frontend, ASP.NET Core 10 API, PostgreSQL,
       | multi-tenant architecture so each gym gets their own branded
       | experience.
       | 
       | Currently polishing the member dashboard and workout tracking UI.
       | The goal is something a solo trainer can set up in an afternoon
       | without needing to call sales or sit through demos.
        
       | hiddew wrote:
       | https://openrailwaymap.app
       | 
       | OpenRailwayMap is a project focused on displaying everything
       | railway related in the world, powered by OpenStreetMap data.
        
         | reilly3000 wrote:
         | I love it! I used it last month to find a track that recently
         | got noisy in our neighborhood and learned a lot about the
         | regional rail network.
        
       | davedx wrote:
       | I'm working on Tech Posts (https://techposts.eu), a Hacker News
       | for Europe!
       | 
       | Since the last time I posted on HN it's gained a decent amount of
       | traffic and users. I'm particularly happy with the jobs section,
       | which is growing into a high signal-noise source for European
       | tech jobs: https://techposts.eu/jobs
       | 
       | The reason I started this website is because so much incredible
       | innovation and growth in Europe flies under the radar. If you ask
       | Americans many will say it's just "banks and museums", stagnant,
       | or worse. But the reality is there is a huge spectrum of exciting
       | companies starting and growing here. We have space launch
       | companies, battery companies, AI companies, and a whole bunch of
       | other interesting stuff. It's an exciting time to be a European
       | in tech!
        
         | jarofgreen wrote:
         | Bug on home page:
         | 
         | "Ask TechPosts.eu: Is there an EU Cloudflare alternative? I'm
         | interested in CDN, DDoS mitigation and basic web security."
         | Links to https://techposts.eu/post/153
         | 
         | "3 comments" below it links to https://techposts.eu/post/154
         | 
         | It looks like the latter is correct.
         | 
         | I would have sent feedback direct, but I can't see an about
         | page or anything.
        
           | davedx wrote:
           | Thanks! Will have a look.
        
             | nottorp wrote:
             | I could reproduce it as well. Firefox/Mac OS with ublock
             | origin and all in browser privacy options on.
        
         | Tom1380 wrote:
         | I bookmarked it and moved it next to HN. Hi from an Italian
         | living in Zurich
        
           | davedx wrote:
           | Hey, thanks!
           | 
           | So much going on in Zurich. Lots of robotics startups. I
           | passed through in the summer and never knew...
        
         | tkocmathla wrote:
         | Great idea, I've bookmarked it!
         | 
         | Any plans for a simple way to search for posts?
        
           | davedx wrote:
           | Sure, I'll look into that!
        
         | lgvld wrote:
         | We do need this. HN is quite US-centered and sometimes I'm
         | tired of it. So good luck. I'll be part of it.
         | 
         | EDIT: There is indeed a bug: clicking on a title which is an
         | internal link sends you to the wrong page -- you have to click
         | on the comments count.
        
       | gapeslape wrote:
       | I'm a solo entrepreneur - working on a questionnaire solving tool
       | (think security questionnaires, RFPs and similar). Would love to
       | hear any feedback.
       | 
       | https://requestfx.com
        
       | geooff_ wrote:
       | I'm a remote dev building an iOS app called Springus. You add a
       | few pics / your closet basics, and it suggests outfits based on
       | what you already own. It's less "fashion app" and more "tiny
       | morning momentum hack."
       | 
       | Would love feedback from other WFH folks -- a weird amount of my
       | productivity comes down to how I start the day.
        
       | ramoz wrote:
       | We're doing so much planning and reviewing with coding agents
       | like Claude Code and OpenCode.
       | 
       | I spent a day over break building a better UX for reviewing
       | coding agent plans.
       | 
       | Plannotator - Annotate and review coding agent plans visually,
       | share with your team, send feedback to the agents with one click.
       | 
       | Demo video: https://www.youtube.com/watch?v=a_AT7cEN_9I
       | 
       | https://github.com/backnotprop/plannotator
        
       | cadamsdotcom wrote:
       | I'm working on ApprovIQ, a tool for construction certifiers.
       | Someone who wants to get something built will work with one of
       | customers to get their project approved before construction.
       | They'll typically go back and forth on dozens of documents each
       | of which must be checked over for compliance - drainage, water
       | quality, fire safety, the list goes on.
       | 
       | Despite being intensely technical and detail-oriented, certifying
       | construction is still mostly done by hand over email!
       | 
       | Our niche is full of folks whose lives we can improve with a
       | portal for document management & comms, plus a sprinkle of AI for
       | document understanding.
       | 
       | If you know someone - anyone - wrangling too many documents via
       | email. Please reach out.
       | 
       | https://approviq.com
        
       | jftuga wrote:
       | Script to auto-rename screenshots with Claude Code
       | 
       | I'm sure there are a ton of other projects out there that do
       | this, but I couldn't find one that fit my needs exactly, so I
       | threw this together in a few hours.
       | 
       | claude-image-renamer uses Claude Code CLI to analyze screenshots
       | and rename them to something actually usable. It combines OCR
       | text extraction with Claude's vision capabilities, so instead of
       | "Screenshot 2025-12-29 at 10.03.10 PM.png" you get something like
       | "vscode_python_debug_settings.png".
       | 
       | A few things it does:                   Handles those annoying
       | macOS screenshot filenames with weird Unicode characters
       | Uses OCR to give Claude more context for better naming
       | Keeps filenames clean (lowercase, underscores, max 64 chars)
       | Handles naming conflicts automatically
       | 
       | If you're on macOS, you can also set this up as a Folder Action
       | so screenshots get renamed automatically when they are saved to a
       | folder, typically ~/Desktop. This is useful if you take a lot of
       | screenshots and hate digging through "Screenshot 2025-12..."
       | files later.
       | 
       | GitHub: https://github.com/jftuga/claude-image-renamer
        
         | high_priest wrote:
         | I bet you are running some personal server or tinkering VM. Why
         | not use a dedicated, coherent tool like Immich to manage all
         | your image organisation needs? I don't see how this renaming
         | would help me in any way, to make use of old screenshots left
         | in random places.
        
           | sevg wrote:
           | Maybe instead of shooting people down in "What are you
           | working on" threads (I see you have priors), you can instead
           | share something cool that you're working on.
        
         | itake wrote:
         | For single-purpose LLM tools, I personally prefer ollama. idk
         | if you can make the provider agnostic or not
        
         | mdrzn wrote:
         | Very interesting! This inspired me in making something similar
         | to clean up my old "Download" folders from 10 years ago that
         | are full of screenshots and random images, but I would also
         | need it to preserve the "last-modified" of the file otherwise
         | when I sort by date it would show me all the renamed images.
        
       | ejs wrote:
       | I've been experimenting (over 130 test batches so far) with
       | creating an all-purpose balm (lip, hands... stuff).
       | 
       | https://workingbalm.com
       | 
       | I wanted something more useful to carry than typical gooey lips
       | balm full of petroleum and silicone.
        
       | zzsshh wrote:
       | I'm working on The Influencer AI(www.theinfluencer.ai), a
       | platform that lets you create realistic and consistent AI
       | personas('ai influencers') to use on social media or as your
       | brand ambassador. You can use this unique AI person in photos and
       | talking videos, for use cases like talking about your product,
       | creating a high quality Instagram persona, photos for your
       | e-commerce site, etc.
        
       | troysk wrote:
       | ScreenRecord.in: https://screenrecord.in I have worked remotely
       | for most of my career and have found screen recording a useful
       | tool to share ideas or ask questions. I liked the UX of Loom but
       | always wondered if one could do it without installing any app.
       | Turns out you can! Given today's browsers especially on desktops
       | one can do a lot of things. ScreenRecord.in can record screen,
       | webcam, mic and system audio if the browser supports them. Chrome
       | has the best compatibility. All recording are stored in local
       | storage I am figuring out what features to add.
        
       | pasxizeis wrote:
       | Writing a WebAssembly module parser from scratch, focusing on
       | good diagnostics/errors and DX.
       | 
       | Currently it's fully-conformant to v2.0 of the spec, while I'm
       | working towards implementing the recently released 3.0 version.
       | 
       | https://github.com/agis/wadec
        
       | in-silico wrote:
       | I'm working on a continuous chain-of-thought reasoning
       | architecture for generative AI models.
       | 
       | It is similar to Meta's COCONUT. However, instead of the training
       | forward and backwards passes of the reasoning tokens being done
       | serially (slow), they are done in parallel (fast). At inference
       | the reasoning tokens are still decoded serially. The trick is
       | that even though training was done in parallel, the reasoning
       | tokens are still causal and you still get the benefits of
       | increased computational circuit depth.
       | 
       | The kicker is that the architecture is modality agnostic (it
       | doesn't rely on language for its chains of thought), and I want
       | to use it to bring COT reasoning to protein and anti-body
       | generation. Basically, I hope for it to be the OpenAI o1 or
       | DeepSeek R1 for domain-specialized scientific AI.
        
       | ValdikSS wrote:
       | Spent about 2 years improving printing and scanning stack of
       | Linux: CUPS, SANE, AirSane, as well as some legacy drivers, and
       | also x86 proprietary driver emulation on ARM with Box86.
       | 
       | Even that "modern" printing stack in Linux is 20+ years old,
       | there's still such an unbelievable amount of basic bugs and low-
       | hanging-fruit optimizations, that it's kinda sad.
       | 
       | Not to mention that it still maintains ALL its legacy
       | compatibility, as in supporting [?]5 different driver
       | architectures, 4 user-selectable rasterizers (each with its own
       | bugs and quirks).
       | 
       | The whole printing stack is supported by 4 people, 2 of whom are
       | doing that since the inception of CUPS in 1999. Scanning is
       | maintained by a single person.
       | 
       | Ubuntu 26.04 LTS is expected to be the last version with CUPS v2.
       | CUPS v3 drops current printer driver architecture and introduces
       | proper modern driverless printing with the wrapper for older
       | drivers. Many open-source drivers are already use this wrapper,
       | but expect a huge disarrangement from the users, as none of the
       | proprietary drivers would work out of the box anymore.
       | 
       | Do you care about printing? Want to improve printing & scanning
       | stack? Contact OpenPrinting! https://github.com/OpenPrinting/
        
         | CodinM wrote:
         | Thank you. I have thrown printers out the literal window.
        
           | Tom1380 wrote:
           | He's our hero
        
           | TacticalCoder wrote:
           | > Thank you. I have thrown printers out the literal window.
           | 
           | I have literally thrown one of those "winmodems" [1] out of
           | the window back in the days. I then went out and drove with
           | my car on it. I then put it in a bench vise until its PCB
           | shattered to pieces. Utter destruction, much to the amusement
           | of my brothers.
           | 
           | These were the days.
           | 
           | And big thanks to GP for his work of CUPS / Linux printing.
           | 
           | [1] https://en.wikipedia.org/wiki/Softmodem
        
             | NetOpWibby wrote:
             | I miss when hatred for technology was tangible.
        
           | pseudohadamard wrote:
           | Ah, so you're Russian then. If you were American you'd have
           | shot them.
        
             | ethbr1 wrote:
             | > _If you were American you 'd have shot them._
             | 
             | Archaeological evidence strongly suggests earlier Americans
             | preferred hands, feet, and occasional repurposed sporting
             | equipment.
             | 
             | https://m.youtube.com/watch?v=pD2xBXm4y70
        
         | butz wrote:
         | Great initiative. I wonder, how likely is it for a complete
         | beginner to break their own printer or scanner by making a
         | mistake in driver implementation? Or is it possible to work on
         | hardware support without having a physical device? I assume it
         | is impossible to test each and every one printer and scanner,
         | so there is probably some clever tricks there, right?
        
           | ValdikSS wrote:
           | I work mostly with the old microcontroller-based cheap
           | consumer ("GDI") USB models circa 2000-2010, these are hardly
           | possible to brick with software, as some of them even don't
           | have a firmware and expect the PC to upload it on each power
           | on sequence.
           | 
           | The hardware safety mechanisms are usually robust (USB
           | communication is handled by "Formatter Board", all the
           | mechanical stuff is in the "Engine Controller" power).
           | 
           | Newer Linux-based models have filesystems, software, and
           | vulnerabilities, printer hacking on Pwn2Own is an every year
           | common occurrence. These could be permanently bricked by the
           | software in a common sense, and would require a firmware
           | reflash using the bootloader or external means.
           | 
           | >Or is it possible to work on hardware support without having
           | a physical device?
           | 
           | Absolutely, but for me this is very inconvenient--like the
           | debugging over the phone.
           | 
           | Sometimes the bug is as low-level as in the USB stack:
           | https://lore.kernel.org/linux-
           | usb/3fe845b9-1328-4b40-8b02-61...
           | 
           | >I assume it is impossible to test each and every one printer
           | and scanner, so there is probably some clever tricks there,
           | right?
           | 
           | Not much, unfortunately. There's ongoing work on modern
           | (driverless) printer behavior emulation, but it is under
           | heavy development and not ready yet:
           | https://github.com/OpenPrinting/go-mfp
           | 
           | Nothing for the older printers and scanners which require
           | it's own driver, of what I'm aware.
        
           | kazinator wrote:
           | You're not actually telling a modern printer: "step this
           | motor so many times to move some assembly so far this way",
           | or "turn on so much current in such and such circuit" or
           | whatever. The driver doesn't have enough responsibility for
           | such things to be able to break anything.
           | 
           | A printer driver is something like a protocol converter.
           | Roughly speaking, it binds some printing API's in the some
           | kind of printer framework or service on the host to the right
           | language (which may have vendor-specific nuances even if it
           | is some kind of standard0.
        
         | NetOpWibby wrote:
         | Any relation to this project? https://www.opentools.studio
        
           | ValdikSS wrote:
           | Nah, I got into printing because nobody made a commercially
           | available print server, and I ended up making my own, with
           | all the involvement in the stack in the process.
           | 
           | I wish Openprinter luck, as it has been announced in the end
           | of September but nothing out there yet, not even the
           | crowdfunding campaign.
        
             | NetOpWibby wrote:
             | Ah dang, I was hoping. I'm super interested in that and
             | love that you're modernizing something BigTech doesn't seem
             | to care about.
        
         | efitz wrote:
         | This is awesome, thank you for doing this work; it's not
         | glamorous but it's a key feature to making computers
         | productive.
         | 
         | I know it's not a popular opinion here but I think that Windows
         | has two killer features that are always overlooked- the
         | standard print dialog (and all the underlying plumbing), and
         | the standard file dialog (at least until Windows 8).
         | 
         | The ability to print and to interact with files, that _just
         | works_ , without having to retrain people every time a new OS
         | comes out, and without having to reprogram your apps or write
         | your own drivers and/or UI, is incredibly important.
         | 
         | Yes, I know Linux and Mac have the same, but IMO Windows was
         | light years ahead for decades, and is still more consistent and
         | easy to use.
        
           | commandersaki wrote:
           | Mac has always had print to PDF from the start, I'm not sure
           | if even the latest windows comes with that OOB. I'm sure
           | Linux is the same (as in the same as Mac).
        
             | VoidWhisperer wrote:
             | Windows has had print to pdf out of the box since windows
             | 10 (approx mid 2015)[1]
             | 
             | [1]: https://pdfa.org/microsoft-adds-print-to-pdf-native-
             | to-windo...
        
               | commandersaki wrote:
               | Fair enough, for me that is _very_ late to the game.
        
           | pseudohadamard wrote:
           | Was going to say the same thing, I'm not a big fan of Windows
           | but the printing Just Works. Having read the OPs explanation
           | of why CUPS is the way it is, yeah, now it makes sense.
           | 
           | Maybe CUPS needs a Heartbleed-scale problem to motivate more
           | support.
        
       | mettamage wrote:
       | Doing Math Academy
        
       | simonsarris wrote:
       | I'm working on a complex garden planner to keep track of gardens,
       | orchards, and landscaping projects. Meant for very large and very
       | small scales. Public alpha at the end of this month, I hope.
       | 
       | You can see what it looks like right now here:
       | https://x.com/simonsarris/status/2010359423806615907
       | 
       | It is based on a garden designer I made for myself to keep track
       | of my rose garden (I have over 100 roses) and orchard (I have
       | about 15 trees): https://garden.simonsarris.com/
       | 
       | However, my version was very specific to my needs, so this
       | general version requires a lot more work to get it usable for a
       | lot of people.
        
       | jeremymcanally wrote:
       | A new numbers game named Sigma. It's like a crossword plus Sudoku
       | (kind of). Try it out? https://jm.cool/games/sigma
        
       | ashish01 wrote:
       | Still working on PocketWise (https://pocketwise.app), a simple
       | double-entry accounting app. Just finished adding end-to-end
       | encryption with a zero-trust server model. All encryption and
       | decryption happens in the browser (using PRF), and the server
       | only sees encrypted data.
        
       | NiceWayToDoIT wrote:
       | I'm working on a startup that aims to make decarbonisation
       | profitable faster, based on the following idea:
       | 
       | Short and sufficient version here:
       | https://doi.org/10.5281/zenodo.17288906
       | 
       | Extended version here: https://go.expinent.com/VlChn65
        
       | tasoeur wrote:
       | Hey there!
       | 
       | For the past month I've been working on a creative / VFX / 3D
       | tool that connects Apple devices into an all-in one node editor:
       | https://subjectivedesigner.com/
       | 
       | With it, you can build interactive experiences, connect device
       | sensors, compose shaders with AI models, orchestrate real-time
       | data flows, and create projects that span across the entire Apple
       | ecosystem. I'm posting about it regularly on social media and you
       | can see some of it here: https://x.com/sxpstudio (Though it's
       | still early and most content is on socials thus far).
       | 
       | It's done fully in SwiftUI + metal and also a good occasion to
       | ramp up on agentic-powered software engineering. So far it's been
       | a lot of fun and working really great for me. And to be clear I'm
       | absolutely not talking about vibe coding :-)
        
       | rriley wrote:
       | Making complex simple again.
       | 
       | https://unrav.io
        
       | otsaloma wrote:
       | I've been experimenting with using LLMs for a content recommender
       | system. Specifically I've built a news reader app that fetches
       | news articles from multiple RSS feeds, uses an LLM to first
       | deduplicate and then score them. The user can then rate the
       | articles and those ratings are used as few-shot examples in the
       | LLM scoring prompt. Any resulting low score articles
       | (uninteresting to the user) are hidden by default and visible
       | ones scaled by their score on a dynamic CSS grid like on a
       | traditional newspaper front page. Looking good so far, but still
       | testing and tweaking.
       | 
       | https://github.com/otsaloma/news-rss
        
         | SamDc73 wrote:
         | Nice project.
         | 
         | One thing I've always disliked about RSS (and this could
         | actually fix it) is duplicates. When a new LLM model drops for
         | example there are like ~5 blogs about it in my RSS feed saying
         | basically the same thing, and I really only need to read one.
         | Maybe you could collapse similar articles by topic?
         | 
         | Also, would be nice to let users provide a list of feed URLs as
         | a variable instead of hardcoding them.
        
           | otsaloma wrote:
           | Looking at the console messages with the LLM reasoning, it
           | does seem to work quite nicely for deduplication. Your
           | example is probably even a lot easier than news articles,
           | where you can have many articles from different viewpoints
           | about the same event.
           | 
           | I don't actually plan to run this as a service so there's
           | some things hard-coded and the setup is a bit difficult as
           | you need an API key and a proxy. Currently it's just
           | experimentation, although if it works well, I'll probably use
           | it personally.
        
         | andoando wrote:
         | Ive been working on something similar, have you had any issues
         | with the LLM not giving you back a full response for all the
         | input? Ive been using Chat gpt but even on the same request
         | sometimes id give it 20 things to rank, and Id just get back 3
         | results
        
           | otsaloma wrote:
           | No, it's been working without problems so far. I'm using
           | Anthropic for what it's worth. I ask the LLM to first do some
           | reasoning and then return a JSON array on the final line.
           | Sometimes I've seen some Markdown backticks there, but no
           | irregularities more than that.
        
       | abdibrokhim wrote:
       | We're at Open Community organizing an AI Vibe Coding Hackathon.
       | As of now we got near to 500 builders, big Sponsors like
       | ElevenLabs, Daytona, Nord Security brands and etc. Near to
       | $200,000 in Prizes. Everyone is welcome to the hackathon
       | https://vibe.devpost.com, Technical or Non-technical. Since it's
       | vibe coding hackathon. Our discord btw -
       | https://discord.gg/nUdcd9p8Ae
        
       | JazCE wrote:
       | I was working on an Arazzo[0] generator as a plugin for the
       | Serverless Framework. This has now become a fully fledged runner.
       | So far I have it using multiple OpenAPI source descriptions, and
       | just about got retry rules working. Next steps will be for it to
       | be able to reference Workflows in external Arazzo documents.
       | 
       | [0] https://www.openapis.org/arazzo-specification
        
       | davidweatherall wrote:
       | https://replays.lol/clipper - A spin off from my main startup's
       | product that lets Twitch streamers review their viewers' league
       | of legend clips. Zero friction as we handle the recording of
       | clips ourselves using bots that load up people's previous games
       | using the League of Legends game client. Went live with my first
       | medium-size streamer yesterday, excited to see how this goes!
       | 
       | Similar to Cameo but hyper specialised for league of legend
       | streamers, if this shows some traction we'll expand to other
       | games, and then to other industries (think a tennis star reviews
       | one of your tennis points, beats out a generic happy birthday
       | message?)
        
       | bopbopbop7 wrote:
       | I'm working on BacklogAI, an autopilot engineer for SaaS teams.
       | 
       | You connect GitHub, CI, Sentry, and Linear, and it takes tickets
       | all the way to production. Claude writes the changes, BacklogAI
       | handles tests, migrations, feature flags, staged rollouts, etc...
       | 
       | It's clearing months of backlog work in hours, and a couple teams
       | I'm working with have already stopped hiring because it's cheaper
       | than adding more developers. It's crystal clear that developers
       | and designers won't be needed in a couple of months because
       | claude increases productivity by at least 120x and one or two PMs
       | can do pretty much everything.
       | 
       | My stack is Claude, v0, nextjs, shadcn, clerk, supabase, vercel.
        
         | rafterydj wrote:
         | Do you have any concerns about production bugs or human-in-the-
         | loop?
        
           | bopbopbop7 wrote:
           | Human in the loop is no longer needed as all production bugs
           | are fixed with a bug fix agent automatically.
        
         | hotpotat wrote:
         | What's needed to make it at least 121x productivity?
        
           | bopbopbop7 wrote:
           | Claude 5.0
        
         | what wrote:
         | If your story were true, I could just have Claude implement
         | your business and would have no need to pay you.
         | 
         | If these productivity gains were real, no one would be giving
         | you access.
        
           | bopbopbop7 wrote:
           | They are real, you simply need to prompt better.
        
       | corv wrote:
       | I'm building Shannot, a human-in-the-loop sandbox for AI agents
       | on production systems.
       | 
       | Instead of filtering commands with heuristics (which agents work
       | around), it dry-runs entire scripts in a PyPy sandbox, captures
       | every command and file operation, then shows you exactly what
       | will happen before anything executes.
       | 
       | I've just added checkpoint/rollback so you can undo changes if
       | something goes wrong. Currently working on example scripts for
       | common sysadmin tasks (nginx config, log cleanup, cert audits,
       | etc.)
       | 
       | https://github.com/corv89/shannot
        
       | DonHopkins wrote:
       | MOOLLM -- treating the LLM as eval() for a microworld operating
       | system.
       | 
       | Started this incarnation on Dec 30, 2025 -- but it's the
       | crystallization of decades of earlier prototypes, all the way
       | back to my Commodore-64 Logo Adventure. Built on top of
       | Anthropic's Skills framework, extended with seven innovations
       | (and counting):
       | 
       | 1. Instantiation -- Skills as prototypes creating instances with
       | their own state
       | 
       | 2. K-lines -- Names as semantic activation vectors (Minsky's
       | Society of Mind)
       | 
       | 3. Empathic Templates -- Smart generation based on semantic
       | understanding, not string substitution
       | 
       | 4. Three-Tier Persistence -- Platform (ephemeral) - Narrative
       | (append) - State (edit)
       | 
       | 5. Speed of Light -- Many turns in one call, minimal tokenization
       | overhead
       | 
       | 6. CARD.yml -- Machine-readable skill interfaces with
       | advertisements
       | 
       | 7. Ethical Framing -- Room-based inheritance of performance
       | context
       | 
       | Lineage: Colossal Cave - TinyMUD - LambdaMOO (filesystem as
       | world). Papert's Logo and constructionism (learnable
       | microworlds). Will Wright's SimCity and The Sims (I worked on the
       | originals) -- the "Simulator Effect" where players imagine more
       | than you simulate, and the SimAntics visual behavior programming
       | language.
       | 
       | YAML Jazz: Comments aren't ignored -- they're semantic. The LLM
       | reads and interprets them. A comment like "# gentle but firm" on
       | a character trait actually affects behavior. This inverts the
       | traditional "comments are for humans" assumption. Comments become
       | part of the program and data.
       | 
       | The core idea: instead of prompt engineering, you give the LLM a
       | github repo filesystem to inhabit: a persistent microworld.
       | Seymour Papert's Constructionist philosophy comes alive, with
       | Minsky's K-Lines pulling the strings. Skills are programs (not
       | documentation). Characters have persistent state in directories,
       | and can reflect on and edit themselves. Everything is inspectable
       | and editable by human AND model. Model and platform independent.
       | Runs on Cursor and other tools and orchestrators.
       | 
       | The proof is in adventure-4 -- a complete text adventure with
       | 150+ files, 6000+ lines of session transcripts.
       | 
       | Repo: https://github.com/SimHacker/moollm
       | 
       | MOOLLM Manifesto:
       | https://github.com/SimHacker/moollm/blob/main/designs/MOOLLM...
       | 
       | The MOOLLM Eval Incarnate Framework:
       | https://github.com/SimHacker/moollm/blob/main/designs/MOOLLM...
       | 
       | Adventure 4 Example:
       | https://github.com/SimHacker/moollm/tree/main/examples/adven...
       | 
       | My sessions as proof it works:
       | https://github.com/SimHacker/moollm/tree/main/examples/adven...
       | 
       | 79 Anthropic Skills (standards compatible, plus extensions,
       | intertwingled with k-lines) and growing:
       | https://github.com/SimHacker/moollm/tree/main/skills
       | 
       | A guided tour through the MOOLLM skills and microworld -- Session
       | Log: K-Line Connections Safari:
       | https://github.com/SimHacker/moollm/blob/main/examples/adven...
       | 
       | Adventure Compiler Design Discussion -- Adventure Uplift Session
       | Log:
       | https://github.com/SimHacker/moollm/blob/main/examples/adven...
       | 
       | MOOLLM Kernel:
       | https://github.com/SimHacker/moollm/tree/main/kernel
       | 
       | Happy to answer questions about any of the weird design
       | decisions!
        
       | quan wrote:
       | I'm working on a proxy MCP server that lazy loads tools to save
       | tokens https://github.com/mquan/nimble. It includes a dashboard
       | for connecting and configuring MCP servers.
        
       | osigurdson wrote:
       | I built a way to chat with the documents in this post (updates
       | live).
       | 
       | https://nthesis.ai/public/702445eb-f0e4-4730-b34f-f34eb06dd6...
       | 
       | Or you can do a basic text search: https://nthesis.ai/public/hn-
       | working-on
        
         | SamDc73 wrote:
         | Nice one.
         | 
         | But the graph view seems broken?
         | 
         | And for the data, it would be nice to have the original URL for
         | each comment as a reference.
        
           | osigurdson wrote:
           | Thanks! Is it that you can't see the graph view at all? It
           | uses DeckGL which might be a bit too fancy and may not work
           | on all browsers possibly. It works on Chrome/Safari on my
           | iPhone and Chrome on Arch.
           | 
           | I didn't realize that you actually could provide a working
           | link back to Hacker News but it seems HN does support that.
           | Thanks, I will give that a try!
        
             | SamDc73 wrote:
             | https://imgur.com/a/EmtADiA
             | 
             | This how the graph looks like, not clustered by tag or
             | anything ... (I was expecting a view like Logseq or
             | Obsidian)
        
               | osigurdson wrote:
               | Oh ok. Yeah, it is just not really complete yet. What
               | this does is displays a UMAP of the embeddings for the
               | selected feature and you can mouse over for labels. It
               | isn't identifying clusters itself yet, finding exemplars,
               | etc. Right now, points that are close to each other are
               | just semantically close - as judged by UMAP.
               | 
               | That being said, there isn't much data for this month
               | yet. If you look at last month's data (https://nthesis.ai
               | /public/e4883705-ec05-4e7a-83ac-6b878cc1e8...) , clusters
               | are more apparent (particularly if you view the tags
               | instead of summary).
        
         | duckb wrote:
         | What LLM do you use for this? Self hosted or cloud?
        
           | osigurdson wrote:
           | This uses the OpenAI API currently. I tried Gemini for
           | embeddings for a little while but didn't seem materially
           | better.
        
       | tonypapousek wrote:
       | Hacking together a little 3d snake game for my steamdeck, heavily
       | "inspired" by that spherical snake post last week.
       | 
       | Never published to Steam before, it's been a fun learning
       | process.
        
       | convolvatron wrote:
       | I'm finally revisiting a distributed syscall model for
       | transparently scaling unix instances. syscalls get translated
       | into batched operations on an underlying non-transactional
       | datastore. On the service side, database operations get backed by
       | a proxy serving whatever filesystem or socket interface you like.
       | Scaling is one motivation, but the ability to enforce fine-
       | grained policy on these data operations is another big one.
        
       | daliusd wrote:
       | I am working on invoicing web app https://www.haiku.lt .
       | Currently focusing on marketing and EU e-invoicing part.
        
       | jvink wrote:
       | I've just released sanctum 1.0.0 and am taking 2-3 weeks off from
       | hacking on it while I work on a little dumb game to be creative
       | in a different way.
        
       | techtalksweekly wrote:
       | https://techtalksweekly.io/
       | 
       | I'm building a newsletter called Tech Talks Weekly[1] where my
       | readers get one email per week with all the latest Software
       | Engineering conference talks and podcasts[1] published that week.
       | 
       | In January, I've released a paid tier[2] where my subscribers
       | additionally get:
       | 
       | 1. Access to my internal database of all the talks and podcasts
       | since 2020 (+48,000 in total) where they can search, filter,
       | sort, and group by title, conference/podcast, view count, date,
       | and duration.
       | 
       | 2. See the list of the most-watched talks over the last 7, 30, 90
       | days, 6 months, and 12 months based on number of views.
       | 
       | 3. Get category-based view of new talks & podcasts by tech stack,
       | language, and domain (Software Architecture, Backend, Frontend,
       | Full Stack, Data, ML, DevOps, Security, Leadership and every
       | major language & ecosystem)
       | 
       | [1] https://www.techtalksweekly.io/p/what-is-tech-talks-weekly
       | [2] https://plus.techtalksweekly.io/
        
       | Avicebron wrote:
       | Little Snitch clone for Windows and Android.
        
         | FergusArgyll wrote:
         | Ooh, do share when ready
        
       | bloppe wrote:
       | I've been experimenting with what a serverless cloud platform
       | would look like that networks wasm components using gRPC:
       | 
       | https://github.com/vimana-cloud/vimana
        
       | ymyms wrote:
       | I'm working on https://www.hessra.net/
       | 
       | We've built a new auth platform with some new identity primitives
       | and capability-style tokens using biscuits.
       | 
       | Right now, I'm trying to figure out ways to apply it and am
       | looking into offering integrations with extremely fine-grained
       | access control that wouldn't have it otherwise. So adding a fine-
       | grained access layer in front of stuff like backend-for-frontend
       | (BFF) systems, brownfield stuff with poor auth, or even OAuth
       | stuff that just have really coarse scopes.
       | 
       | Are there any integrations out there that people want but the
       | access control is bad for them? I'll build one for you!
        
       | d4rkp4ttern wrote:
       | A suite of productivity tools for Claude Code, Codex CLI and
       | similar CLI agents. These solve pain points for me, and I build
       | and share them in the repo[1].
       | 
       | I'll highlight a couple:
       | 
       | - an "aichat" command group that enables continuing work from a
       | session that is at full context usage, by creating a new session
       | and injecting session lineage pointers so the agent/sub-agent can
       | recover arbitrary full details from ancestor sessions. So no more
       | compacting needed.
       | 
       | - aichat search command: TUI for rust/tantivy-powered full text
       | search across Claude and Codex sessions. CLI/json mode for agents
       | to search for past work.
       | 
       | - Tmux-cli tool + skill to enable CLI agents to interact with
       | scripts (including other agents) running in other Tmux panes.
       | Like Playwright for the terminal. Multiple CLI agents can
       | collaborate/consult etc. Agent can run and interact with
       | interactive CLI scripts.
       | 
       | [1] https://github.com/pchalasani/claude-code-tools
        
         | alejo wrote:
         | This is interesting. I wrote a "memory indexer" with the idea
         | to provide a tool (cli) for my agent to "remember" past
         | conversations we had in other session. A little bit in the
         | spirit of your second tool I think
         | 
         | I'll take a look at the others you have.
        
           | d4rkp4ttern wrote:
           | The thought behind my aichat tool was to directly leverage
           | the session log files and avoid creating any special memory
           | artifacts. I do create a rust/tantivy index for the fast full
           | text search.
           | 
           | The aichat approach does require intentionally asking the
           | agent to find specific earlier work: it doesn't automatically
           | have "awareness" of prior work. I think of this as the
           | "unknown unknowns" problem. This is where creating explicit
           | memory artifacts can be useful since we can pre-inject recent
           | work-summaries into context. So I'm thinking about a
           | lightweight hook based system to automatically create memory
           | artifacts or work-logs of some sort.
        
       | userundefined wrote:
       | https://dawnofthe.dad/workout
       | 
       | Been working on a Google-sheet backed workout tracker, which
       | basically makes it easy for me to see what I've done or not done
       | recently and pick the next thing to do. I'm thinking of open
       | sourcing this soon, but need to do some "de-monolithing" first.
        
       | hamvocke wrote:
       | I am a passionate player of this traditional German card game
       | called "Doppelkopf". It's a fantastic way to spend time away from
       | screens. The game is quite complex which makes it super fun but
       | also hard to pick up.
       | 
       | I'm building a small web app with an interactive tutorial and a
       | browser-based singleplayer game that helps people learn and
       | practice Doppelkopf. I've just released an English version:
       | 
       | https://doppelkopf.club/en
        
       | marketmecha wrote:
       | Vim-inspired, as in it's minimal and fast, text editor on the
       | web. No modal-editing yet but, once the current natural input
       | mode is decoupled, clients can bring their own modes/controllers
       | via the extension system.
       | 
       | It's meant to be embeddable and hackable, serving as a building
       | block for custom IDEs as opposed to being IDE-like VSCode. I felt
       | the web IDE space was uninspired with apps built around
       | VScode/Monaco effectively being hosted a VSCode instance with a
       | pre-installed extension and config.json. (Aside: perhaps there's
       | a business opportunity for VSCode-as-a-service where client apps
       | simply bring their own config). I'm dogfooding this library in
       | building an algo trading IDE.
       | 
       | Ships 2kb and smoothly handles 50+ million line files. 1 billion
       | lines with the high-capacity extension. Also, it can function as
       | a TUI or terminal on the web because the core implementation
       | concerns efficiently rendering plaintext in a fixed-width grid
       | layout.
       | 
       | https://varrockbank.github.io/buffee/
        
         | shayief wrote:
         | this looks very nice.
         | 
         | I see this doesn't use <textarea> or contenteditable, I'm
         | curious how close can it get to native controls or can this
         | replace them? Things like mouse selection and usual hot keys
         | like Cmd+A and maybe other things.
        
           | marketmecha wrote:
           | > I see this doesn't use <textarea> or contenteditable
           | 
           | Technically, there is <textarea> but it's strictly for a more
           | seamless interface with copy/paste. The web standard's
           | clipboard API was not satisfactory.
           | 
           | > mouse selection
           | 
           | There was previously mouse selection but that was removed
           | after I rewrote the selection logic. This will be re-
           | introduced as an extension that be can opt into. It's
           | relatively trivial for a mouse but will be harder to be
           | robust with touch events.
           | 
           | One tricky bit will be the UX of scrolling and selecting at
           | the same time, especially on mobile phones.
           | 
           | > usual hot keys like Cmd+A and maybe other things.
           | 
           | The general philosophy is to not assume any native controls,
           | have zero default key handlers and have clients bring their
           | own extension that adds this functionality. Cmd+a in
           | particular would perhaps be something I can add directly in
           | the default keyboard controller.
           | 
           | The underlying API is defining operations from two
           | coordinates. From the current exposed API you can also get
           | the last line, and from there get the last coordinate. This
           | could be a new API I expose. With (0,0) and the last
           | coordinate, the keyboard handler would just call that.
           | 
           | The one limitation is that we have to convert a bunch of
           | lines of string into a giant string into the user's
           | clipboard. This overload the browser's clipboard buffer once
           | we get to a million lines of code.
        
       | dispencer wrote:
       | querybear.com - basically retool but make the learning curve
       | waaaaay lower
        
       | dispencer wrote:
       | https://www.querybear.com - basically retool but make creating
       | tools SUPPPPER easy
        
       | viviansolide wrote:
       | Thanks to Qwen VL, I shared my grandmother's recipes on the web.
       | 
       | https://lescahiersdejeanine.fr
        
       | emporas wrote:
       | I am writing a Context Retrieval and Context Minimization program
       | for Rust code. I am trying to automate my own workflow in how I
       | use LLMs.
       | 
       | The program is gonna do, what I am currently doing by hand,
       | opening files and copying function/method signatures usually,
       | from files all over the place.
       | 
       | The key here is to fetch into the context window only what is
       | needed for one-question/one-answer and no more, hence the Context
       | Minimization. Context fetched is gonna be specified by the
       | programmer, for example sig(function) fetches only the signature,
       | while @function captures the whole body. sig(Struct) is gonna
       | fetch the fields and signatures of all of it's methods.
       | sig(Trait) similarly.
       | 
       | In my view, giving the A.I. more information than needed, only
       | confuses it and accuracy degrades. It is also slower and more
       | expensive but that's a side effect.
       | 
       | The project is in early stages, for the moment it calls ast-grep
       | under the hood, but eventually, if it works as it is supposed to,
       | I plan to move to tree-sitter queries.
       | 
       | If there is a similar project somewhere I would appreciate a
       | pointer to it, but I am not interested in implementations of
       | agents. My program does not give the A.I. a whole view of the
       | codebase, only the necessary points specified by the programmer.
        
       | tlonny wrote:
       | Doors - A first person, exploration game/experience that I built
       | from scratch.
       | 
       | Doors lets you explore URL addressable 3D rooms that link
       | together seamlessly via portals. The idea is that people would
       | upload rooms to the internet (to github, S3, whatever) and
       | connect them together to form one giant inter-connected space
       | that would be a real trip to explore.
       | 
       | Right now rooms consistent of a: - Manifest JSON file that points
       | to requisite resources and configures portals - An optional
       | skybox - An optional background music track - A .vox file
       | containing voxel terrain data
       | 
       | Here is a video I filmed on my phone of flying through a room
       | that links back to itself:
       | https://www.youtube.com/shorts/BCqOYTISS_k
       | 
       | Portals can be arbitrarily sized and everything is
       | prefetched/loaded seamlessly in the background.
       | 
       | I'm nearly done - I just need to add in a very lightweight
       | interface and give the code a bit of a spit shine (I will open
       | source it - so I want it to look pretty)
       | 
       | EDIT: As an aside, I finally decided to give this whole Claude
       | Code thing a go - I purchased a max subscription and I'm trying
       | to write as little code as possible. I certainly wouldn't call
       | what I'm doing "vibe-coding". I discuss a feature in plan mode
       | (incl. how I want to implement it in high level terms) iterate on
       | the plan 2-3 times until I'm satisfied and then let it rip. I'm
       | both very impressed and quite frightened by the productivity
       | boost...
        
         | lgvld wrote:
         | Funny stuff, that's cool.
        
       | joenot443 wrote:
       | I've been building Nottawa for ~4y now and it's finally out in
       | the open!
       | 
       | Nottawa's a free macOS app for making live audioreactive visuals.
       | I'm trying to position it as a 100% free, batteries-included
       | alternative to Resolume and TouchDesigner.
       | 
       | Not a tonne of users yet, but I'm hoping to get some traction in
       | 2026. Would love love love to hear some feedback!
       | 
       | https://nottawa.app/ https://x.com/joe_crozier
        
       | f_k wrote:
       | https://citellm.com
       | 
       | Working on CiteLLM, an API that extracts structured data from
       | PDFs and returns citations for each field (page + coordinates +
       | source snippet + confidence).
       | 
       | Instead of blindly trusting the LLM, you can verify every value
       | by linking it back to its exact location in the original PDF.
        
       | Ameo wrote:
       | A specialized programming language for 3D geometry generation +
       | manipulation called Geoscript as well as a Shadertoy-inspired web
       | app for building stuff with it: https://3d.ameo.design/geotoy
       | 
       | There have been lots of cool technical challenges through the
       | whole process of building this, and a very nice variety of
       | different kinds of work.
       | 
       | I'm working towards using the outputs from this language to build
       | out levels and assets for a browser-based game I've been dabbling
       | with over the past few years.
        
       | twooclock wrote:
       | Made a landing page: https://shipmentplanner.com
       | 
       | Now I'll have to bite the bullet and start working on
       | marketing!!!!
        
       | blargwill wrote:
       | I had a day-dream about nutrition labels for generative works, I
       | made this site to feel it out:
       | 
       | https://disclosure.launchbowl.com/
       | 
       | A little cool tech detail, I didn't want a backend or to store
       | the information of people's reports anywhere. To get around the
       | requirement, I made the form deterministic and populated on load
       | from a data stream of bits (form is made from booleans or
       | bitfields) from a decoded base-64 query parameter. A cool side-
       | effect of this approach is I can update the query parameter in
       | the URL in real-time as you fill out the form so if you reload it
       | remembers your form without any local storage or cookie use!
        
       | CodinM wrote:
       | A lot of things because LLMs enable my potential ADHD and no-
       | filter-brain. A thing that controls a small FPV drone from the PC
       | with vision input. Cloudflare but in Europe! An open source synth
       | out of a Pi Pico! A reservations engine for local market. A small
       | orchestrator for when Swarm is annoying but K3S is just too much!
        
       | FergusArgyll wrote:
       | An RSS reader / dashboard.
       | 
       | It has AI summarize buttons (gemini-flash-lite is so fast!) along
       | with other features I wanted. I'm almost done adding a "war
       | mode". The user (me!) specifies a list of OSINT style x users
       | which show up sequentially in a grid along with a ticker on the
       | bottom of polymarket markets I've chosen. War mode is also
       | obviously only available in dark mode...
        
       | embedding-shape wrote:
       | I'm branching out and trying something ridiculously different
       | than anything else I've ever done before, I'm gonna try to create
       | a video game that plays on people's sexual attractions, and tries
       | to distract them while the player tries to complete a series of
       | challenges/activities. It'll be like a little laboratory
       | experiment, with NSFW graphics and the player having to remain
       | focused while other _things_ try to distract them.
       | 
       | I've never created a game before, less so a NSFW one, and I'm not
       | sure how it's gonna go, but it is very different compared to
       | other things I've done before. The game itself is done in Rust,
       | compiles to WASM to be run on the web, and I've found 3 artists
       | and one voice actress who is helping me with the art/audio stuff.
       | So far a lot of fun, although managing a fleet (4) of contractors
       | is less fun, although still new so a little bit of fun :)
        
         | andoando wrote:
         | Interesting idea... I could see this working as therapy
        
           | embedding-shape wrote:
           | Hey, I'm glad it at least resonated even a tiny bit with
           | someone else, thank you :)
        
             | andoando wrote:
             | :] Would be curious to try it out actually
        
       | SamDc73 wrote:
       | https://codose.ai
       | 
       | Still experimenting with different ways to make learning easier
       | using LLMs.
       | 
       | I put together Codose as a tool where you paste a link to an
       | Exercism or LeetCode problem, and it spins up a code editor with
       | an AI tutor that walks you through the solution step by step,
       | with mini lessons along the way when you need them.
       | 
       | You can try it without signing up but I'm on the Google AI Studio
       | free tier right now, so I'm not sure how many uses can it handle
        
       | Octoth0rpe wrote:
       | A very simple facebook-ish social media PWA that is meant to be
       | easily selfhosted on low end raspberry pi level hardware, bun +
       | sqlite + mantine.
       | 
       | My friendgroup has gotten increasingly concerned with the gradual
       | enshittification of various services we depend upon, and are
       | looking at various alternatives. In some cases there are good
       | selfhostable options (nextcloud, mattermost/zulip), but I decided
       | to write my own tiny PWA to cover facebook-like needs.
       | 
       | The goal isn't really to scale to >1000 users, just to be simple
       | to spin up for a small group and be easy to manage. I'm hoping to
       | run multiple instances, eg one for family, one for college
       | friends, one for local friends, etc.
       | 
       | My process has been pretty ADHD though. I recently read the
       | phrase "It doesn't have to be done, it just has to be perfect"
       | and felt personally attacked.
        
       | straumat wrote:
       | I'm building a Java stack for the x402 protocol. I believe
       | today's payment systems are unnecessarily broken and overly
       | complex. I really like the idea of a protocol that could simplify
       | this space while remaining truly open and not "owned" by anyone--
       | meaning anyone can use it without needing authorization from the
       | protocol's creator.
       | 
       | It's fully open source: https://mogami.tech
        
         | NetOpWibby wrote:
         | I just came across x402 recently and am excited to build upon
         | it. My current project[1] will have a tipping feature and it'd
         | be neat to give people the option to not use fiat.
         | 
         | ---
         | 
         | [1]: https://nickel.video
        
         | elric wrote:
         | Oooooh this tickles many of interests! Good stuff, I'll be
         | keeping an eye on this, might be interested in contributing.
        
       | jcun4128 wrote:
       | Another camera body around the RPi HQ cam and updated camera
       | software.
       | 
       | I've been buying vintage lenses to try out.
        
       | 35mm wrote:
       | A growth marketing Agent that's connected to your Google
       | Analytics, Search Console, and can crawl the web to analyse your
       | competitors: https://refreshagent.com
        
       | andreas_42 wrote:
       | I'm working on a small iOS app for streaming my own media
       | directly from a NAS.
       | 
       | I built it because I wanted access to my music (and videos) on my
       | phone without running a full media server like Plex or Jellyfin,
       | and without syncing files locally. The app streams files directly
       | over a VPN (WireGuard / Tailscale), mainly via SFTP/FTP, and
       | plays them as-is without re-encoding or server-side indexing.
       | 
       | You can browse folders directly, or let it build a lightweight
       | local index for faster artist/album browsing on larger libraries.
       | It started as a personal tool, but I've been polishing it after
       | some feedback and opened a small TestFlight beta:
       | 
       | https://testflight.apple.com/join/PaQAsGcM
       | 
       | Still early and rough in places, but it's already replaced my own
       | setup.
        
         | para_parolu wrote:
         | Is it something similar to Infuse but with audio support?
        
           | andreas_42 wrote:
           | Yes, roughly but audio-first and serverless.
        
       | 0x59 wrote:
       | building a rest APIs that aggregates and structures data from the
       | www
       | 
       | - ETL is vanilla Python - Orchestrated with Cron and SIGUSR1 -
       | http is Nginx -> uvicorn-> FastAPI
       | 
       | Data lives in a CAFS indexed with Xapian and my current time to
       | load is ~200ms
       | 
       | It's been A LOT of work all far. I came in with some skills and
       | have learnt a lot along the way
        
       | napolux wrote:
       | I'm working on https://fullremote.it, which started as a side
       | project and is now turning into a real business.
       | 
       | It's an "italian-oriented" curated remote-jobs and remote-work
       | community, currently ~10k subscribers across newsletter and
       | Telegram. What began as "let's share good remote roles" is
       | evolving into paid job postings, sponsorships, and coaching for
       | companies and devs.
       | 
       | Do you know you can hire remotely in Italy?
        
         | Tom1380 wrote:
         | It's not letting me subscribe
        
           | napolux wrote:
           | any adblock/privacy extension installed? it happens
           | sometimes.
        
       | le_meer wrote:
       | You know how Spotify (or any other service) will just silently
       | remove tracks from your playlist because they lost the rights? No
       | notification, a beloved song just disappeared from your life.
       | 
       | Building a webapp to keep track of your playlists and notify you
       | when a song disappears
       | 
       | https://github.com/thehappyidiot/save-my-music
        
         | AtheistOfFail wrote:
         | Support for Youtube playlists please... having to lookup the
         | watch ID on Google after a song is removed to guess what the
         | track was is a highly sucky part of using Youtube for music.
        
           | le_meer wrote:
           | Yes! Definitely adding support for YouTube, I think their API
           | is the only good one Spotify effectively shut down their API
        
       | adilmoujahid wrote:
       | Over the holidays I built MakersHub.dev - a community platform
       | for developers and creators building with AI tools. Whether
       | you're a complete beginner exploring AI coding for the first time
       | or an experienced professional showcasing advanced work, the goal
       | is to have something useful: learning guides, project showcases,
       | discussions, a tools directory, and news. Still early but
       | actively building it out. https://makershub.dev
        
       | Fr0_Tech wrote:
       | I built an experimental system to test whether an autonomous AI
       | can propose actions freely but be structurally prevented from
       | executing side-effectful actions without explicit authorization.
       | The system consistently blocks unsafe filesystem, shell, and
       | network operations and produces a trace and diff proving nothing
       | changed, even under adversarial pressure. The goal was to see if
       | refusal and non-action can be enforced and verified at the
       | execution layer rather than relying on prompts or logging.
        
       | StephenAshmore wrote:
       | I'm working on an AI (Aethas, https://blog.aethas.ai) that preps
       | context before my meetings, sets reminders, makes design drafts,
       | summarizes meetings, and drafts follow-up emails without me
       | asking. Basically trying to have an entire personal AI like
       | Jarvis that has the same context as me but acts on it
       | automatically. Uses my Obsidian for knowledge, Claude for
       | reasoning, pull data from written notes... Still early days but
       | it feels like magic when I use it.
        
       | dbdoc wrote:
       | ALT (https://www.APILoadTest.com): I recently built ALT as a no-
       | code platform to load/stress/performance test APIs with pre-
       | defined (and customizable) load profiles, via globally
       | distributed machines. The goal is simple: key performance
       | metrics, in seconds, without scripting. I also added the feature
       | to directly import collections from Postman.
       | 
       | Here's a walkthrough of how ALT works:
       | https://youtu.be/m2MER0KW3yA
        
       | trubalca wrote:
       | Building a text editor w/ git-like version history
       | 
       | versionary.app
        
       | trubalca wrote:
       | Also building a CW Ham radio from a kit
        
       | andoando wrote:
       | Turtle graphics with lambda functions. I don't know if it has any
       | interesting applications, but I wanted to learn lambda calculus
        
       | pedropaulovc wrote:
       | CodjiFlo[1,2] - a code review tool inspired by Microsoft's
       | CodeFlow, used by ~40,000 developers. It is especially tailored
       | to power users of pull requests to improve contextual
       | understanding and ease of code review and collaboration.
       | 
       | [1] https://github.com/pedropaulovc/codjiflo/
       | 
       | [2] https://codjiflo.vza.net
        
         | potamic wrote:
         | No way to see without signing in with github? The sign-in also
         | appears to be broken.
        
           | pedropaulovc wrote:
           | Thanks for checking it out. It should be possible in the
           | future, I haven't explored what GitHub APIs are available for
           | logged out users. It's not my main focus now because I want
           | to nail the capabilities for repo contributors, who do code
           | reviews most often and will need be authenticated to post
           | comments.
        
       | pizlonator wrote:
       | Porting WebKit to Fil-C
       | 
       | Current status: JavaScriptCore builds in the JSCOnly config and
       | panics on start.
       | 
       | JSC has extensive use of uintptr_t as a carrier of pointers and
       | that's what most of the panics are about
        
       | josem wrote:
       | Building MatGoat (https://matgoat.com) - management software for
       | Brazilian Jiu-Jitsu and other martial arts' academies.
       | 
       | I train BJJ and kept hearing the same complaints from academy
       | owners regarding attendance tracking, comms, missing payments,
       | etc.
       | 
       | So I'm building a tool for student tracking with belts
       | progression, automated payments, attendance-based promotion
       | criteria, and a tablet check-in system.
       | 
       | Focusing on Spanish-speaking markets first since it's completely
       | underserved. Currently onboarding early academies, and will
       | market it in the US/UK soon.
        
       | orsenthil wrote:
       | https://picture.learntosolveit.com
       | 
       | I built a browser plugin called "Visionary" that overlays
       | meaningful descriptions and context directly onto stunning
       | pictures of the day.
       | 
       | I noticed that existing picture-of-the-day plugins were built
       | over two decades ago and never evolved to harness the
       | capabilities of modern artificial intelligence. AI can transform
       | the picture viewing experience by distilling complex descriptions
       | into accessible insights and providing references to explore the
       | core concepts in the photo more deeply.
       | 
       | You can get a sense of how this works by visiting
       | https://picture.learntosolveit.com
       | 
       | Get it for Chrome or other Stores
       | 
       | https://chromewebstore.google.com/detail/picture-of-the-day/...
        
       | trympet wrote:
       | I'm building https://swishfinance.app - minimalistic and simple
       | stock widgets for your PC. That way I no longer have to make a
       | conscious effort to check my portfolio -- it's just there on my
       | desktop.
        
       | cickpass_broken wrote:
       | Not really a side project but:
       | 
       | I've been using linux for a few years now as my main/only OS, but
       | have mainly just used Linux Mint as a sorta plug-and-play distro.
       | 
       | Looking to revive my 15 year old ThinkPad (1st laptop ever!) by
       | building up from a base Void linux install. As I'm doing it I'm
       | writing install-scripts and getting my dotfiles in order (after
       | never really doing so for 17+ years as a programmer lol), so I
       | can repeat the process in the future on other machines, or when I
       | want to do a fresh re-install.
       | 
       | https://github.com/staydecent/void-setup
        
       | kukkeliskuu wrote:
       | Many of my enterprise customers face the microservice hairball
       | problem. Adoption of microservices has been "too succesful".
       | There may be 200-400 microservices, and ownership may be lacking.
       | The number is typically growing fast, because it is easier to
       | create a new one than use an existing one.
       | 
       | So I started to work on a side project called "Arch Ascent" for
       | addressing these situations. It seems like it is becoming a kind
       | of a architectural governance tool for visualizing and validating
       | software system dependencies.
       | 
       | - Dependency Graph -- Syncs projects from SonarQube and
       | visualizes component dependencies using Cytoscape.js, with graph
       | algorithms for detecting cycles (SCCs), clustering (Louvain), and
       | computing coupling metrics
       | 
       | - Visions -- Workspaces for exploring architectural scenarios.
       | Each vision can have multiple versions/variations with different
       | layouts while sharing the same definitions
       | 
       | - Layers -- Named groupings of components (e.g., "Domain Layer",
       | "Team Ownership", "GitLab Groups") that can be visualized as
       | colored regions on the canvas
       | 
       | - References -- Named sets of components defined via Tag
       | expressions, layer membership etc.
       | 
       | - Statements -- Architectural intent constraints that can be
       | evaluated against the actual dependency graph, such as existence,
       | containment, exclusion, cardinality etc.
       | 
       | The plan is to also incorporate Grounds, which are Intermediate
       | stable states on the path from the current situation (ground
       | zero) toward a vision. Each ground represents a releasable
       | milestone that moves the architecture closer to the target vision
       | without necessarily fulfilling all its statements. Grounds enable
       | incremental architectural evolution with well-defined
       | checkpoints.
       | 
       | Stack: Django, HTMX, Cytoscape.js, pyparsing for natural language
       | parsing of References and Statements.
        
         | osigurdson wrote:
         | It seems so crazy that we have gotten to this point!
        
       | mixmastamyk wrote:
       | A friend and I noticed recently that the last remaining pieces of
       | the puzzle for a full line of "trustworthy technology" have
       | recently dropped into our laps while we weren't looking.
       | 
       | What are those? You know... open, freedom, and privacy respecting
       | technology. Recent products are the Starlite tablet, Furilabs and
       | Fairphone. We've been waiting for these products, well over
       | fifteen years since the introduction of the iPhone and iPad.
       | 
       | We wrote our full thoughts on the subject at:
       | https://aol.codeberg.page/eci/
       | 
       | Despite posting many times, we haven't been able to start a
       | discussion here. Maybe we don't know the right key words, or
       | posted too late in the day, not sure. But I know someone is
       | interested in the subject because there have been three _huge_
       | discussions this week about how  "Linux is good enough now."
       | 
       | That has been true for a decade in my experience, but no one
       | seems to be talking about the new mobile hardware available. I
       | hope to work on bringing these efforts together.
        
       | RomanPushkin wrote:
       | https://interviewcop.com - interview cheating affects both
       | businesses and legit candidates like myself.
       | 
       | I'm trying to solve this problem with AI agents that help
       | interviewers to understand who actually can code and understand
       | the code they're presenting.
        
       | tamereltamero wrote:
       | Hi I have built ThreadsDelete.co
       | 
       | A tool for bulk mass delete posts, replies, Quotes and Reposts
       | for Threads platform.
       | 
       | Still adding new features
        
       | pyxisapp wrote:
       | An iOS app made for saving locations. It's called Pyxis:
       | https://apps.apple.com/us/app/travel-journal-pyxis/id6639617...
       | 
       | I'm not a developer by trade but I've been learning iOS dev for
       | about 6 years now. It's become my project that I just keep
       | working at since I personally use it a lot.
       | 
       | The app lets you save your favorite locations, add notes to them,
       | add photos, check weather, tag them for better organization, and
       | archive those tags for future trips. You can also mark off
       | locations that you've been to already: think breweries or a
       | coffee shop when visiting a new city.
       | 
       | For the next update, I'm working on a task list functionality for
       | each location. The idea came as a shopping list based on which
       | stores I go to but it can work for any other context as well.
       | This way I can get rid of my shopping list from my task apps.
       | 
       | In terms of weather, I'm also adding historical averages to the
       | forecast to have some sort of context to the weather.
       | 
       | Also leaning more into marketing these days (hence this post) and
       | designing a new icon with some custom art work to give the
       | product some sort of personality. I started learning affinity
       | design to just do it myself so I learn some design software along
       | the way.
       | 
       | Anyways, if you download it, I'd love to hear some feedback. :)
        
       | ray_v wrote:
       | I'm working on a "simple" (started out that way at least) ETL app
       | for the public library system that I work for; the target output
       | is SQLite databases where Datasette will be the platform to
       | interact with the data being generated/extracted. Primarily, the
       | goal is to provide a simple report tool for staff and give me a
       | source for nightly snapshot outputs to a datalake in parquet
       | format.
        
       | rukshn wrote:
       | I am working on Entangle https://entangle.cloud a way to add AI
       | powered chatbot to a website.
       | 
       | I looking mainly for European market that is willing to self host
       | your content or the model on your own servers, we will provide
       | the technical support in doing so that and easily plugin the AI
       | powered search or chatbot to the website.
       | 
       | But it is also possible to use servers provided by us to host the
       | content and the LLM models.
        
       | AttentionBlock wrote:
       | meta-analysis, make Claude write a blog post, connecting and
       | deriving set of concepts across a range of books, articles,
       | papers, etc. Basically a syntopic reading machine. Its a meaty
       | side project (and expensive), but I am curious how close I can
       | push this. My current approach relies on a tool that I have built
       | recently [0], it's an agentic memory but I am using a new memory
       | model that is based on Zettelkasten principles.
       | 
       | What is really cool about it is that it natively capture
       | connections between atomic ideas and evolve them. Which I believe
       | it gets me one step closer to syntopic reading machine.
       | 
       | 0: https://github.com/DiaaAj/a-mem-mcp
        
       | Levitating wrote:
       | A little static site generator using ruby templating engines:
       | 
       | https://github.com/LevitatingBusinessMan/edward
        
       | vldszn wrote:
       | I'm working on a free and open-source invoice generator:
       | https://easyinvoicepdf.com/?template=stripe
       | 
       | Features:
       | 
       | - No Sign-Up Required + Instant PDF download
       | 
       | - Live PDF Preview
       | 
       | - Shareable Links
       | 
       | - Multiple Templates (incl. Stripe-style)
       | 
       | - Flexible Tax Support (VAT, GST, Sales Tax, and custom tax
       | formats with automatic calculations)
       | 
       | - Multi-Language (Support for 10+ languages and all major
       | currencies)
       | 
       | - Mobile-Friendly
       | 
       | GitHub: https://github.com/VladSez/easy-invoice-pdf
       | 
       | On holidays finished adding flexible tax support + other
       | improvements: https://github.com/VladSez/easy-invoice-
       | pdf/pull/163
       | 
       | Would love feedback, contributions, or ideas for other
       | templates/features =)
        
         | utopiah wrote:
         | If you target EU customers check e-invoicing
         | https://en.wikipedia.org/wiki/PEPPOL to potentially integrate
         | with a gateway. I don't think it's a lot of work and there are
         | test gateways but I believe a lot, if not most, EU businesses
         | who aren't transitioning to it this year will do so very soon
         | and thus are looking for it.
        
           | vldszn wrote:
           | Thank you, support for e-invoices is planned. Issue to track:
           | https://github.com/VladSez/easy-invoice-pdf/issues/121
        
       | taicore wrote:
       | Hello everyone, I'm new to this community. I was advised that
       | this would be the ultimate place to have my Github repository
       | audited?
       | 
       | I've live deployed an AI-constrained governance system on
       | Ethereum mainnet - and I was hoping to share this with the
       | community.
       | 
       | If this is NOT the right place.. please let me know if there is a
       | better alternative in sharing my full repository.
       | 
       | https://github.com/thetaicore/tai-constitutional-architectur...
        
       | bleonov wrote:
       | Was really impressed with Claude ability to port models from cuda
       | PyTorch to MLX, so that's what I have been doing last three
       | weeks; basically I have Mac to test ported models and Gradient vm
       | with PyTorch and Nvidia gpu, Claude can run code in vm,
       | investigate layers and deep analyze the model mechanics and then
       | reimplement them on local Mac with MLX. So far completed port of
       | various models mainly in audio domain, achieving pretty
       | substantial speeds for inference on my machine. Models ported
       | with numerical parity to originals: facebooks omnillingual ASR,
       | Sam-audio, Nvidia sortformer. Planning on releasing this in repo
       | soon.
        
         | FuckButtons wrote:
         | I've been doing some similar experiments, would love to see the
         | repo once it's ready.
        
       | gamesieve wrote:
       | https://gamesieve.com/
       | 
       | An alternative front-end / game discovery service / price tracker
       | for GOG's catalog. Mostly manually enhancing the data from the
       | API (90% heuristics, 10% human effort, as the total dataset isn't
       | large enough for it to be worth doing otherwise), and offering a
       | wider range of filters for it all.
       | 
       | I'm grouping all related products together for a more complete
       | overview, and have recently added library import, where I mostly
       | 'solved' the issue of GOG not recognizing that you own certain
       | games if you got them as a freebie or as part of a since-delisted
       | deluxe edition. Just now starting in on incomplete "series"
       | listings, seeing what'd be involved with making them contain all
       | relevant games, and then exposing that.
        
       | jdottdot wrote:
       | I'm working on https://cloudventory.io - AWS inventory search for
       | teams that don't have the budget for high-end cloud management
       | platforms.
       | 
       | Cross-account, cross-region search. Need to find an IP? Easy
       | peasy. Need to find all the cruft Todd left behind? Search "todd"
       | and see every todd-test-server-1 and todd-alb hanging around.
       | 
       | I've added insights for security, ops, and cost savings - minimal
       | right now but expanding.
       | 
       | Early access/MVP mode. Feedback welcome.
        
       | Curzel wrote:
       | A system-agnostic language for magic spells with a compiler
       | capable of producing the magic wand movements, incantation, hand
       | signs or magic circle required to perform the spell
        
         | arthurjj wrote:
         | Is this so you can automate the spell casting via robotics?
        
           | Curzel wrote:
           | I know it sounds a lot like 2025, but it's actually to create
           | a dataset of spells for training my wizarding AI :P
           | 
           | (Original comment was not a joke btw, it's part of another
           | thing I will publish eventually)
        
       | NetOpWibby wrote:
       | Pretty cool ideas here already!
       | 
       | I'm working on a subscription-based short-form video site called
       | NICKEL[1]. I felt gross about using YouTube but wanted to share
       | my gaming clips, so I made my own thing. Then I thought about
       | making it sustainable so here we are. I'll have an update to the
       | mailing list out in a few hours, I'm "building in public."
       | 
       | My feature-complete deadline is April 15th and I think I'll make
       | it. If you want to check out the UI, visit the explore[2] page. I
       | have it setup to redirect to a public video while I work on the
       | intended UI (a design challenge I've never tried before but we've
       | all seen). I'm thoroughly enjoying figuring out how streaming
       | video works and how best to optimize things.
       | 
       | ---
       | 
       | [1]: https://nickel.video
       | 
       | [2]: https://nickel.video/explore
        
       | hazard wrote:
       | https://www.1e4.ai/
       | 
       | A transformer-based (but not LLM) chess model that plays like a
       | human. The site right now is _very_ rudimentary - no saving
       | games, reviewing games, etc., just playing.
       | 
       | It uses three models: * A move model for what move to make * A
       | clock model for how long to 'think' (inference takes
       | milliseconds, the thinking time is just emulated based on the
       | output of the clock model) * A winner model that predicts the
       | likelihood of each game outcome (white win / black win / draw).
       | If you've seen eval bars when watching chess games online, this
       | isn't quite the same. It's a percentage based outcome, rather
       | than number of centipawns advantage that the usual eval bars use.
       | 
       | Right now it has a model trained on 1700-1800 rating level games
       | from Lichess. You can turn it up and down past that, but I'm
       | working on training models on a wide variety of other rating
       | ranges.
       | 
       | If you're really into computer chess, this is similar to MAIA,
       | but with some extra models and very slightly higher move
       | prediction accuracy compared to the published results of the
       | MAIA-2 paper
        
       | mike-cardwell wrote:
       | I bought a 300 litre aquarium about 6 weeks ago for the living
       | room. Added soil, plants and water. Have spent the last 6 weeks
       | watching plants grow, and snails that smuggled in on plants,
       | multiply. I over fertilised it and left the light on accidentally
       | for a couple of days whilst I was away and experienced an algae
       | bloom, which was interesting. Added some cardinal tetras and
       | amano shrimp yesterday and have spent a lot of time just watching
       | them potter around. Has been a nice change from looking at a
       | screen.
        
         | devrundown wrote:
         | That's amazing. I've been looking at getting my first fish tank
         | lately with my kids. Seems like a lot to learn. Any tips for a
         | newbie?
        
           | mike-cardwell wrote:
           | If your first fish tank is just going to be something small
           | with a goldfish or two in it, I'm not sure how you go about
           | doing that as I've not done that before. Maybe you just fill
           | the tank from the tap and chuck the fish in? I decided to go
           | for a large planted heated freshwater tank with interesting
           | fish and shrimps and snails, so I had to be careful to
           | monitor the water and find out what species could co-exist,
           | what pH and temp they like, etc. It took 6 weeks before I
           | could put anything in it safely, so one tip would be to
           | patient. Another would be, go and speak to the people in the
           | pet shop / aquatics center about what you're doing as they
           | can tell you everything you need to know. I got most of my
           | advice from ChatGPT, but double checked it with the kind
           | people at the aquatics center as I was setting things up.
        
             | devrundown wrote:
             | Thanks for the advice!
        
       | buchanae wrote:
       | I'm working on two projects:
       | 
       | https://helmtk.dev is a toolkit for helm chart maintainers,
       | including a structured template language than can compile into
       | helm templates, and a test suite tool for writing tests in
       | javascript. Super handy I think.
       | 
       | https://blog.atlas9.design is about building a better software
       | experience by solving more of the common stuff from the start:
       | IAM, builds, API design, etc. I'm currently designing and
       | building a Go-based framework to start.
        
       | ricohageman wrote:
       | Built a parking garage occupancy tracker for my city
       | (https://www.parkeergaragesdelft.nl/) after a city council
       | decision on car-free city center policies got delayed due to
       | missing data. The city only publishes real-time availability with
       | no historical record, so I started logging it. The site now shows
       | historical data plus analysis of weekly patterns. (Note: website
       | is in Dutch, but the charts should be self-explanatory.)
       | 
       | Now working on a second tool that monitors public reports on
       | illegal dumping, broken streetlights and more. It tracks how long
       | the municipality takes to resolve them
       | 
       | Lately, I've developed an interest in local politics and started
       | reading policy documents, following city council meetings and
       | even lobbied for a local park. Presenting public data clearly can
       | help shape opinions and keeps the city council accountable,
       | especially important with the upcoming city council elections.
        
         | neumann wrote:
         | This is very cool. And I can imagine sometimes it's not even
         | about keeping them accountable, but demonstrating how easy a
         | solution is to a problem that council bureaucrats would not
         | have the capability to solve - likely have to outsource to a
         | vendor that would charge for 'out of scope'.
        
       | chistev wrote:
       | A Python terminal audio recorder. Using pyaudio.
        
       | MehmetFurkan wrote:
       | Building a 22-service e-commerce platform in Rust (Runs on ~300MB
       | RAM)
       | 
       | I'm 17. For the past 6 months, I've been diving deep into Rust to
       | answer a question for myself: "Is Rust actually viable for
       | complex, enterprise-grade backend architectures, or is it just
       | hype?"
       | 
       | To test this, I built a full distributed e-commerce system (22
       | microservices, gRPC, Event-Driven) using Axum and Tokio. This is
       | not meant as "how everyone should build", but as an exploration
       | of trade-offs.
       | 
       | Some hard lessons I learned along the way: Complexity vs.
       | Performance: ... The "Memory Shock": ... (idle baseline; load
       | benchmarks still in progress) Over-engineering: ...
       | 
       | I'm currently squashing the final bugs...
       | 
       | I'd love to hear from senior folks here: ...
        
       | sberens wrote:
       | I'm working on shipping the second batch of the Brighter Lamp, a
       | lamp that's equal to ~30 normal lamps for daylight levels of
       | light indoors.
       | 
       | We delivered our first 500 units last month and got positive
       | reviews, but lots of small issues to straighten out.
       | 
       | [0] https://getbrighter.com/
        
         | _zoltan_ wrote:
         | 975 CHF for a lamp.. wow. Any independent reviews that I should
         | trust?
        
           | sberens wrote:
           | Coming soon! Some people have tweeted about us unprompted:
           | 
           | https://x.com/jaybaxter/status/2001729207873999094
           | 
           | https://x.com/FeifanZ/status/2001168758740803781
           | 
           | https://x.com/VivaLaPanda/status/2000758151851966770
           | 
           | https://x.com/__venki__/status/2000378422456148081
        
             | eps wrote:
             | What's the reason it is so shockingly expensive?
        
               | lm28469 wrote:
               | That's what good lights go for, they're niche and people
               | pay good money for them. I really liked my office lamps
               | and I wanted to get the same for home, after a quick
               | search I discovered they were 1300+ euros
        
         | NetOpWibby wrote:
         | This looks nice, my wallet doesn't like the price. I understand
         | it though, that's some tech!
        
         | ElasticBottle wrote:
         | wow, looks awesome!
         | 
         | Would love to pick one up if there's ever a sale!
        
       | analytically wrote:
       | CentralCI (https://centralci.com) - Fully-managed Concourse CI as
       | a service.
       | 
       | Got tired of helping enterprises run Concourse themselves, so we
       | productized it. We've deployed and maintained Concourse for
       | Starbucks, Accenture, Sky UK, and others over the years--
       | CentralCI packages that operational knowledge into a SaaS.
       | 
       | Why Concourse over GitHub Actions?
       | 
       | * fly execute lets you test pipelines locally before pushing. No
       | more "commit and pray" * fly intercept drops you into a running
       | container to debug failures * Resource-based triggers can monitor
       | anything--not just git pushes * Full pipeline visualization from
       | dev to prod in one view * Workers you actually control (no
       | arbitrary cache limits or runner queues)
       | 
       | What we handle:
       | 
       | * Dedicated Concourse instances on high-spec hardware (Ice Lake
       | Xeon, DDR5, NVMe) * Worker scaling without the Kubernetes
       | complexity * SOC compliance, auditing, AWS PrivateLink for
       | enterprise * 24/7 support from people who've been running
       | Concourse in production for years
       | 
       | The pitch is simple: Concourse is the right tool for complex
       | CI/CD, but running it is a pain. We make it not a pain.
        
       | asaddhamani wrote:
       | MemoryPlugin (https://www.memoryplugin.com)
       | 
       | Long term memory for dozens of AI tools, designed for power users
       | who want more control and flexibility than native memory systems
       | and who do not want to be locked into any one platform. You can
       | also have the system remember your entire chat history going back
       | years and use this information to help you better in new chats,
       | it sometimes makes chats 10x more useful when I say something
       | like: "Using recall tool, do 10+ calls for 1000 tokens context
       | each to learn about my interests, strengths, curiosities, what
       | I've tried in the past, what worked, what didn't, etc and suggest
       | a new hobby I would enjoy".
       | 
       | Without long term recall, AI is a super intelligence in your
       | hands that uses the knowledge of the world to give you generic,
       | nearly useless advice because of how generic it is. With long
       | term memory, you have a super-intelligence that knows YOU. This
       | is what MemoryPlugin solves for.
        
       | robmn wrote:
       | IQ Test Platform (https://www.riotiq.com) I've been working 3
       | years on this. We developed our own professional, modern,
       | proprietary IQ test and IQ testing platform for individuals to
       | test themselves and to administer professional IQ tests to
       | others. Lots of silicon valley folks seem to love it for their
       | startups and hiring, but we built it mainly for IQ researchers
       | from the International Society For Intelligence Research (ISIR)
       | and psychologists.
        
       | merelysounds wrote:
       | Article about Norway problem in YAML. Draft is ready (link:
       | https://lab174.com/blog/202601-yaml-norway ), beta readers
       | welcome, please let me know if you have any feedback - thanks!
       | 
       | Also, my iOS apps; they're free and with no ads:
       | 
       | - Nonoverse (link: https://apps.apple.com/us/app/nonoverse-
       | nonogram-puzzles/id6... ), a game about nonograms (image logic
       | puzzles), now has 200+ levels.
       | 
       | - Polygen (link: https://apps.apple.com/us/app/polygen-create-
       | polygon-art/id8... ), an app for generating low poly wallpapers
       | and digital art, recently updated for latest iOS devices.
        
         | denysvitali wrote:
         | About the YAML problems: a friend of mine created
         | https://github.com/romshark/yamagiconf - which is an
         | opinionated parser w/o the YAML problems
        
       | mattismegevand wrote:
       | I built an in-browser data explorer for datasets too large for
       | spreadsheets but too small to justify spinning up SQL. It runs
       | entirely client-side using DuckDB-WASM, no server uploads
       | accounts or anything.
       | 
       | The core idea is a visual DAG where each transformation (filter,
       | join, aggregate, pivot) creates a view node. Nothing materializes
       | until you need it, DuckDB executes the full chain on demand so
       | you can build deep pipelines without copying data at each step.
       | 
       | Input files can be CSV/Parquet/Excel (Excel might not work
       | great). There's a SQL editor with schema-aware autocomplete,
       | pivot tables with drill-down to underlying rows, and sessions can
       | be exported as files or shareable URLs (the entire pipeline gets
       | encoded in the hash).
       | 
       | Sharing can be granular and you can choose not to embed the files
       | or if files are too big they will not be embedded and the user
       | when opening the link will have to upload the files to restore
       | the session.
       | 
       | The part I find most useful: you can replay pipelines on new
       | data. Share your January analysis, and a colleague runs the same
       | transformations on February's data with schema validation.
       | 
       | Privacy-first since files never leave your browser, it's a static
       | website actually. I will open source soon, and make it probably
       | MIT licensed.
       | 
       | Also it's a WIP and so it may be buggy (there's not even images
       | on the homepage) https://repere.ai
        
       | gimenete wrote:
       | https://gitswipe.com/
       | 
       | A mobile app for triaging GitHub notifications in seconds.
       | Available for iOS and Android starting next week.
        
       | osigurdson wrote:
       | I posted this earlier but realized that I had pointed it at a
       | different "What are you working on" post. I think this one
       | (david927) is the defacto "official" one.
       | 
       | Anyway, I built a way to chat with the documents in this post
       | (updates live).
       | https://nthesis.ai/public/702445eb-f0e4-4730-b34f-f34eb06dd6...
       | 
       | Or you can do a basic text search: https://nthesis.ai/public/hn-
       | working-on
        
       | mohsen1 wrote:
       | Mafia Arena -- Benchmarking LLMs for EQ
       | 
       | https://mafia-arena.com
       | 
       | The only problem I have is that it's so effing expensive to run
       | those games that I can't have a good number of games to claim to
       | be any sort of legit benchmark. BUT so far the games that I paid
       | out of pocket and ran are looking good and I think there is merit
       | to this.
       | 
       | also had lots of fun building on top of Cloud Flare and solving
       | some distributed systems problems while building this.
       | 
       | if you can help me run more games (for science!!) let me know!
        
       | pbiggar wrote:
       | I've been thinking about building a compiler for a while, but
       | didn't have much time to do it. Over the break, I finally built a
       | significant portion of a working, optimizing compiler. Heavily
       | built by AI, of course.
       | 
       | https://blog.paulbiggar.com/full-optimizing-compiler-with-ai...
        
       | ggap wrote:
       | Continuing to build GhanaHousePlanner
       | https://ghanahouseplanner.com/, currently focused on enhancing
       | the cost accuracy and constraint solver for the generated house
       | floorplans.
        
       | denysvitali wrote:
       | https://bttrne.ws/
       | 
       | HackerNews with a better UI (same content)
        
       | JaviLopezG wrote:
       | Today I built Octocat juggler. It's a GitHub badge that shows in
       | how many repos are you working. By default it links to some
       | stats.
       | 
       | Example: https://github.com/JaviLopezG Url:
       | https://octocat.yups.me/ Repo:
       | https://github.com/JaviLopezG/octocat
        
       | elric wrote:
       | Went down a DMARC rabbit hole last month or so. The holidays and
       | some end of year commitments have kept me too busy to get much
       | done, but I'm slowly tinkering with it.
        
       | hilti wrote:
       | After watching the movie ,,The Amateur" I started to build myself
       | some confidential looking tools just for fun using C and deployed
       | them as CGI programs.
       | 
       | A one time secret tool https://iotdata.systems/apps/secret.cgi
       | 
       | A password generator https://iotdata.systems/apps/pass_gen.cgi
        
       | yu3zhou4 wrote:
       | PyTorch compiler and runtime for WebGPU
       | https://github.com/jmaczan/torch-webgpu
        
       | GZGavinZhao wrote:
       | I'm trying to make a Chinese Hanzi variant of Wordle called
       | Handle Yi Dou  [0] available as a Discord activity/app so my
       | Discord groups can have fun solving puzzles just like we've been
       | having with NYT's official Wordle Discord app[1]. A Discord app
       | is just a webview or iframe embedded inside Discord that you can
       | launch.
       | 
       | [0]: https://handle.antfu.me [1]:
       | https://discord.com/discovery/applications/12117814899314524...
        
       | ebcode wrote:
       | SourceMinder: A "code index" tool that finds symbols in a
       | codebase and creates a single table sqlite database for the
       | index. It uses tree-sitter to parse the AST and add the symbols
       | and what they are (function, class, argument, etc) to the db. I
       | currently have it working with TypeScript, C, Go and PHP. I'm
       | working on adding Perl next, after someone requested it here on
       | HN.
       | 
       | https://github.com/ebcode/SourceMinder
        
       | justvugg wrote:
       | I'm working on PolyMCP a simple and efficient way to interact
       | with MCP servers using custom agents
        
       | seshagiric wrote:
       | 1. Developing an voice AI agent (applied AI, not research)
       | 
       | 2. Production ready AI - mix of code and human eval
       | 
       | 3. Understanding and building for the new agentic AI commerce
        
       | drchiu wrote:
       | https://sendbroadcast.net - I've been working on it since October
       | 2024, and it's still going strong.
       | 
       | Currently on v1, but working on v2 release in the next month.
        
       | ivanjermakov wrote:
       | Free to play FPV racing game with a global leaderboard that can
       | run on integrated grapics in the web browser. Focus is on
       | realistic physics (aero, PIDs and filtering, propwash, signal
       | noise).
       | 
       | https://fpvmania.substepgames.com/
       | 
       | https://discord.gg/qdUjhbd6t
        
       | mishu2 wrote:
       | Over the holidays I built a simple website which lets children
       | (of all ages) easily draw something and then bring the sketch to
       | life using AI and a prompt.
       | 
       | https://funsketch.kigun.org/
       | 
       | Only shared it via Show HN so far, and am still regularly getting
       | some creative submissions. Will be sharing it at an art festival
       | later this year so kids can have a more active role when
       | visiting.
        
       | KaiserPister wrote:
       | I needed some pixel art for a different project, so I made
       | 8BitSmith, a simple pixel art & sprite generator.
       | 
       | I'm expecting it is pretty niche, but animations tend to be very
       | time consuming for people like me, and getting quick sprites that
       | I can drop into a platform is a big time saver.
       | 
       | The project was 90% vibe-coded and I documented the tech stack
       | here: https://www.8bitsmith.com/tech-stack
        
       | predkambrij wrote:
       | "Hold for Me": uses LLM to detect when somebody picks up your
       | call https://github.com/predkambrij/Hold-for-Me-using-ADB
        
       | vladris wrote:
       | I'm in the final stretch of self-publishing my debut sci-fi novel
       | Sector 36. Been working at it for almost 2 years. I'm waiting for
       | the final print proofs to make sure things look good before the
       | "official" 1/31 launch date.
       | 
       | I vibe coded the book website over the holiday break -
       | https://sector36.space/
       | 
       | I've been serializing chapters on Substack -
       | https://sector36.substack.com/
        
         | cs_pupil wrote:
         | Cool. Are you self-publishing? Is Saturn9 Press you? What'd you
         | code the site in? Looks clean.
        
       | peterohler wrote:
       | Over the last 2 or 3 years I've been building a Common LISP
       | implementation in Go so that Go packages can be utilized by LISP
       | code. Building a REPL with lots of interactive features was
       | rewarding as was taking up the challenges of the object systems
       | (CLOS and Flavors) and generics. Just open sourced it at the
       | start of January. https://github.com/ohler55/slip
        
       | acutesoftware wrote:
       | I am working on a local RAG LLM designed for lower end PC's -
       | ability for people to try out searching their own documents,
       | seeing it was such a learning curve to get to this stage - hoping
       | others can learn from my mistakes.
       | 
       | https://github.com/acutesoftware/lifepim-ai-core
       | 
       | Only been public a few days, so please let me know if there are
       | glaring issues.
        
         | osigurdson wrote:
         | Nice work. I like that this is local first.
        
       | ElasticBottle wrote:
       | building out https://www.fluidposts.com, which is a writer for
       | SEO folks.
       | 
       | Thought it would be a good way to learn about one form of
       | marketing while building out some useful tools!
       | 
       | Looking for beta users and would love some early feedback!
        
       | paulorlando wrote:
       | Working on a list of examples and by extension, a greater
       | understanding of the appeal to Ludditism:
       | https://docs.google.com/spreadsheets/d/1M_UjOPxpbKMYes5CcWRW...
        
       | viiralvx wrote:
       | Working on a job board as a service. [1] I'm hoping that
       | communities, bloggers, or newsletters pick it up to monetize
       | their audience.
       | 
       | [1]: https://oru.club
        
       | qkeast wrote:
       | Personally, been making a low fidelity exalidraw-like calendar
       | app: https://letswalnut.com.
       | 
       | There's a real-time collaborative workspace-oriented version,
       | too.
       | 
       | Professionally, working on "Magic Draft," a feature in Ditto to
       | help designers and writers create the "draft and a half" directly
       | in Figma, which uses a hierarchy of all your context (text, Ditto
       | metadata, the design, your style guides, etc) to write really
       | good starting point copy.
        
       | robrenaud wrote:
       | Previously, I made a live win probability model for the 5v5
       | arcade game Killer Queen Arcade from their game events API.
       | 
       | Now I am trying to use that model to make:
       | 
       | 1. A post game instant replay that shows the most
       | important/pivotal moments from the most recently finished game.
       | Some arcades have a seperate display for observers, it could work
       | well there, or as good filler between matches on twitch streams.
       | 
       | 2. A personalized per tournament/yearly highlights recap.
       | 
       | If it works well, it might be a kind of tool that generalizes
       | well for summarizing long twitch streams for Youtube.
       | 
       | https://github.com/rrenaud/kq_stream_highlights
        
       | dhuan_ wrote:
       | mock, an API creation and testing utility. Any feedback is
       | welcome!
       | 
       | https://dhuan.github.io/mock/latest/examples.html
        
       | dwa3592 wrote:
       | building a GPS tracker for my cats who like to wander outside.
       | 
       | some features:
       | 
       | - no monthly subscriptions
       | 
       | - location via GPS/GNSS
       | 
       | - a screen that hangs on my fridge (akin to marauders map, to see
       | where the cats are at all times)
       | 
       | - the location data stays local always.
       | 
       | The tech will be extended to more products - a watch for adults,
       | kids tracker etc. Will release here once I have all the tests
       | completed!
        
       | dangmanhtruong wrote:
       | I'm working on a CUDA implementation of Forman-Ricci curvature-
       | based clustering (I checked online and saw that there is
       | currently no GPU/CUDA implementation, so I thought why not do
       | it). Hopefully it would help with my CV.
       | 
       | Github link: https://github.com/dangmanhtruong1995/Ricci-
       | curvature-cluste...
        
       | BohdanPetryshyn wrote:
       | Building https://lenzy.ai - helping products built around chat
       | with AI (think Lovable or Cursor) reduce churn and prioritize
       | product improvements by analyzing their user's chats.
       | 
       | I started about 3 months ago, focusing on making my 2 early
       | adopters happy. One of them is ready to start paying soon!
        
       | ravelantunes wrote:
       | I'm working on a native MacOS Postgres client:
       | http://github.com/ravelantunes/Searchlight I've been slowly
       | chipping at it over the last couple of years as I find time, and
       | I like it enough to already use it as my primary client (although
       | still buggy here and there).
        
       | brainless wrote:
       | I'm building an agent builder and execution platform. It's a
       | multi model, multi agent system with lots of tools (bash,
       | databases, APIs, crawler...).
       | 
       | Agents are codified for specific goals. Any business process that
       | needs agent based assistance is broken into workflows and steps.
       | Each step is assigned to an agent. Integrations (API or file
       | access) is requested. Then user can try out, tweak and finally
       | deeply.
       | 
       | The aim is to build a diy platform work configuration, tracing
       | and evals in one place. Code generation is used internally. User
       | doesn't need to write any code.
       | 
       | https://github.com/brainless/nocodo
        
       | tjwebbnorfolk wrote:
       | I've spent the past ~year compiling a US nationwide land parcel
       | dataset. I posted it to kaggle a few days ago:
       | https://www.kaggle.com/datasets/landrecordsus/us-parcel-laye....
       | 
       | I'm around 99% coverage of the US. Learned a lot about land
       | records and GIS along the way.
        
         | 01HNNWZ0MV43FF wrote:
         | Could be interesting for finding winners and losers of a
         | potential land value tax
        
         | mnurzia wrote:
         | This is really cool. What do you think the remaining ~1% is?
        
           | tjwebbnorfolk wrote:
           | Some counties haven't digitized their maps, some require I go
           | see them in person. There's one in particular that wants me
           | to mail them a check for $10,000. Haven't done that yet...
        
           | RunSet wrote:
           | The area inside the circles described by cloverleaf
           | interchanges. ;)
        
             | tjwebbnorfolk wrote:
             | Coverage is calculated by actual / expected # of parcels,
             | not area. But good try :)
        
         | redblacktree wrote:
         | "Please note that this dataset is for noncommercial use only"
         | -- quite limiting. Are you planning to create a product?
        
       | shoarek wrote:
       | Over the last two years I spent a surprising amount of time
       | analyzing XSD files to understand regulatory changes in financial
       | reporting. It was repetitive, painful, and unnecessarily manual.
       | 
       | In the past two months I built https://xsdviewer.com to make
       | working with XML Schemas simpler: visual structure, navigation,
       | diffing, and faster understanding of what actually changed
       | between versions.
       | 
       | Right now I am iterating on new features and performance
       | improvements. If you regularly work with XSDs or XML based
       | standards and have ideas, pain points, or feature requests, I
       | would love to hear them.
        
       | czhu12 wrote:
       | Been working on canine.sh for about 2 years now.
       | 
       | It's an open source project that basically turns your kubernetes
       | into a developer friendly PaaS.
       | 
       | Just crossed 2k apps on the cloud version, no idea how many
       | people run it locally, and thanks to a generous sponsorship from
       | the Portainer folks, I'm able to work on it close to full time.
        
       | cmdrk wrote:
       | Random assortment of projects as time allows with the $JOB.
       | 
       | - Prototyping a cute little SSH-based sorta-BBS, inspired by the
       | Spring '83 protocol, but terminal-centric rather than web-based.
       | It's called Winter '78, and if we get another Great Blizzard this
       | year, I'll be able to make some progress on it!
       | 
       | - Another prototype, for an experimental HPC-ish batch system.
       | Using distributed Erlang for the control plane, and doing a lot
       | of the heavy lifting with systemd transient units. Very much
       | inspired by HTCondor as well as Joyent's (RIP to a real one)
       | Manta.
        
       | pvillano wrote:
       | words.saej.in
       | 
       | A site for filtering word lists and solving word puzzles
       | 
       | Anagrams, regular expression search, and a crossword helper, as
       | well as several NYT word games.
        
       | zarathustra333 wrote:
       | Spending the past few weeks building a memory layer for AI
       | Agent's. Sync's with your business apps or remembers preferences
       | in a consumer setting.
       | 
       | Planning to support a self hosted version soon -- if you'd like
       | to give it a try ping me,.
       | 
       | https://www.usesatori.sh/
        
       | happiness0067 wrote:
       | I ended up making a side project for my side project and built
       | MeasureToCut: https://measuretocut.com
       | 
       | I moved last year and started a bunch of DIY projects, and each
       | one turned into a bunch of drawings on napkins and backs of
       | receipts to figure out how much wood/material I needed to buy to
       | avoid "one more trip to store". It tells you how much of a stock
       | material you need, and shows you how to cut it, to minimize waste
       | or minimize cost.
       | 
       | A few details
       | 
       | 1D: works for boards, pipes, bars, etc. You enter lengths and
       | quantities; it details the cuts onto the stock material.
       | 
       | 2D (coming soon): will work for plywood and sheet goods and lets
       | you see how your parts tile onto sheets.
       | 
       | Apparently the software engineer to woodworking pipeline is
       | actually just a circle
        
         | cma256 wrote:
         | Excited for the 2D calculator. The 1D calculator is very timely
         | because I'll be framing a few walls soon. It is indeed just a
         | circle.
        
       | michaelbuckbee wrote:
       | I kept making a hacky eval tool to try and compare the outputs of
       | different models, model configs, prompt versions, etc and finally
       | rolled it up into a web app + downloadable app (kind of like
       | Postman or Insomnia, but for AI).
       | 
       | Free, holds your keys in localstorage and makes direct calls to
       | the APIs (unless there's a CORS issue), at https://evvl.ai if you
       | want to try.
        
       | alpn wrote:
       | I'm working on https://wireplug.org: A simple, free, and open
       | source connectivity coordinator for WireGuard. Basically a way to
       | keep WireGuard tunnels connected while moving between different
       | access points. It handles (basic) NAT traversal and works with
       | the in-kernel WireGuard driver on Linux and OpenBSD. You can find
       | the technical details at https://wireplug.org
        
       | cpburns2009 wrote:
       | I finally decided to promote my gitignore pattern Python library,
       | pathspec, from v0.x to v1 after 12 years or so.
       | 
       | I'm thinking of reviving my Python SQL parser prototype I have
       | half done. Or maybe resume my Mako template plugin for PyCharm.
        
       | dryark wrote:
       | I've been working on two projects recently. A video game titled
       | TentFires, and letterpress book remastering.
       | 
       | TentFires is a variant of the puzzle game Camping / Tents-and-
       | Trees, but with a huge overworld.
       | 
       | Creating the overworld led to some advancements in topology,
       | which led to realizing those advancements can be used to
       | accurately reconstruct a theoretical "metal die shape" that was
       | used for a glyph to creation impressions in old letterpress
       | books.
       | 
       | As a result, my current first application of that is to remaster
       | and re-release the first book of the "Hardy Boys" series from
       | 1927, "The Tower Treasure".
       | 
       | To do that, I've constructed a "macrogrammetry rig", which is
       | essentially a 2d x y panning machine using 3d printer parts and
       | stuff from my local hardware store, and a camera with a macro
       | lens, in order to "scan" the pages of the book at the highest
       | possible resolution I can reasonably do so at, which is currently
       | around 6000dpi.
        
       | tokioyoyo wrote:
       | I like to wander around the cities quite a lot (still
       | intermediate compared to others, but putting about ~10km/day for
       | the past few years), and over the holidays, we were chatting with
       | my friends about "places we've covered around the world
       | together", it prompted the idea to have a co-op world tracker,
       | with sides of city exploration. Built this iOS app -
       | https://apps.apple.com/us/app/ato-discover-compete/id6757285....
       | Works with Apple Workouts + Photos location data. Just a headsup,
       | the data is stored in my servers, so it's not a local app, since
       | my goal was to get a combined data with my friends' data.
       | 
       | In my old app, I was solely tracking the streets, but it became
       | somewhat impossible to have pretty coverage after I moved cities.
       | And it's more fun to see global coverage anyways. Over the past
       | couple of years, I've been getting emails for similar features
       | that would expose city/country wide stats as well. Going to share
       | with the users of the old app once I port its features on this
       | one.
       | 
       | Still actively polishing it over the weekends, but it's very fun
       | to see all the places I've been to on a hex-based map, combine it
       | with my friends' data, and so on. It's been a very fun project so
       | far.
        
       | dogman123 wrote:
       | im building a backtesting framework that uses polars as the
       | underlying engine instead of the more traditional pandas. i've
       | learned a ton.
        
       | ryjo wrote:
       | Still working on CLIPS-related libraries. My most recent one is
       | CLIPSmqueue[1]. I'm employed full-time, so progress is slow as
       | CLIPS stuff comes second to that. However, I've got a much larger
       | CLIPS-related project in the works that I've been taking my time
       | on, and I'm excited for when I finally feel ready to release it.
       | 
       | I'm not sure these projects will ever "go anywhere," but at the
       | very least I'm honing my craft as a programmer. I've learned so
       | much, and I have so much more to learn.
       | 
       | ---
       | 
       | [1]https://github.com/mrryanjohnston/CLIPSmqueue
        
       | threefiftyone96 wrote:
       | Recently have been focusing on a personal assistant type of
       | thing.
       | 
       | I've been building it with the agent sdk and any time I want an
       | additional skill, I create it
       | 
       | Examples: parse this pdf containing my credit card bill and add
       | all transactions
       | 
       | Given it has a db, I've been using it to save notes, ideas etc.
       | 
       | Been fun
        
       | prodbro wrote:
       | I'm still working on my Web Server Library .NET Core
       | 
       | I'm rewriting from scratch : https://simplew.net/v26/
        
       | LinasKo wrote:
       | I want to automate the first half of software engineering work.
       | 
       | I'm building a system that reads Slack, listens to Google
       | Meetings, user complaints, etc and gives me prompts I could feed
       | into coding agents or planners.
       | 
       | Problem-to-prompt seems like a larger obstacle than coding these
       | days, I wonder if it's solvable, and if solving it makes cheaper
       | coding agents viable.
        
       | sparksandmagic wrote:
       | I'm working on a Linux live streaming media server. Supports
       | Ingesting, Mixing with Mix Minus, MultiMux, Multistreaming, and
       | Recording of RTMP, RTSP, SRT, and MP4 with LL-HLS, Low Latency
       | WebTransport Viewing, and Low Latency WebSocket Viewing.
       | 
       | https://github.com/Sparks-And-Magic/AVShack
        
       | shapmeans wrote:
       | Built a tool that helps me re-organize my furniture on a new
       | apartment layout (had to move a couple of times recently).
       | 
       | I wrapped this up a while ago, but sharing because a few friends
       | found it useful.
       | 
       | https://furnimapper.pages.dev/
        
         | drekipus wrote:
         | That's so funny, i made the same thing. Looks to function
         | exactly the same.
         | 
         | https://quickfit.dre-west.workers.dev/projects. (click "signin
         | as guest" -- the signup doesn't work so don't worry about that.
         | a friend added it so I could save and access on different
         | computers but we ended up not finishing it)
        
       | jesterswilde wrote:
       | I'm working on a web-based raymarching renderer. I'm hoping to
       | use it to make silly web interactives. It's still early days but
       | it can be found here: https://jesterswilde.dev/rmfw
        
       | jairojair wrote:
       | During the holidays, I've experimented with some ideas. I
       | wondered if it was possible to make money in 2025 using simple,
       | nano banana wrappers, thr answer is yes!
       | 
       | for example, RecolorLife.com and Headshoti.com generate around
       | $800 USD.
       | 
       | Now I will expand for real estate.
        
         | cleaning wrote:
         | What's your contingency plan for someone using your service to
         | process abusive/illegal content? It seems difficult to manage
         | that scenario if it's a side project, and could easily get your
         | API access banned.
        
       | keepamovin wrote:
       | Working on a way to keep my agents running using email while I'm
       | away from my desk. I want to spend time with the moments that
       | matter, not babysitting agents. I want them to keep working while
       | I'm out. Why can't I just email them?
        
       | liu3hao wrote:
       | Hi HN, I am working on Circuitscript, a language based on python
       | to describe electronic schematics: https://circuitscript.net/. A
       | basic IDE (called the Bench) to try Circuitscript is available
       | online: https://bench.circuitscript.net/
       | 
       | During the December break, I have implemented some new features:
       | automatic stable refdes annotations, parameter assignment rules
       | for easy part number assignment and some ERC rules. These are
       | also important parts of the design workflow to help turn a
       | schematic into a usable BOM and layout.
       | 
       | I have created a usb-uart converter board with the CH340 chip.
       | The complete schematic was coded with Circuitscript and then
       | imported as a netlist into kicad pcbnew to do the pcb layout. The
       | design was produced with JLCPCB and after receiving the boards I
       | tested them and they do work! The design files are here
       | https://github.com/liu3hao/usb-uart-bridge. The circuitscript
       | code file is here https://github.com/liu3hao/usb-uart-
       | bridge/blob/main/usb_uar... and the generated pdf from the
       | circuitscript code is here:
       | https://raw.githubusercontent.com/liu3hao/usb-uart-bridge/re...
       | 
       | The motivation for creating Circuitscript is to describe
       | schematics in terms of code rather than graphical UIs after using
       | different CAD packages extensively (Allegro, Altium, KiCAD) for
       | work in the past. I wanted to spend more time thinking about the
       | schematic design itself rather than fiddling around with GUIs.
       | 
       | Please check it out and I look forward to your feedback,
       | especially from electronics designers/hobbyists. Thanks!
        
         | cdhdc wrote:
         | Nice work this looks like it would be so much nicer than
         | fighting with the GUI tools.
         | 
         | Using existing component libraries via some sort of importer
         | code looks like it might be needed to gain momentum.
        
           | liu3hao wrote:
           | Thank you very much! That's a good point and I will look into
           | this to help drive some momentum!
        
       | willj wrote:
       | This is something I built over the holidays to support people
       | having a hard time with the short days and early sunsets:
       | https://sunshineoptimist.com.
       | 
       | For the past several years I would look up the day lengths and
       | sunset times for my location and identify milestones like "first
       | 5pm sunset", "1 hour of daylight gained since the winter
       | solstice", etc. But that manual process also meant I was limited
       | to sharing updates on just my location, and my friends only
       | benefitted when I made a post. I wanted to make a site anyone
       | could come to at any time to get an optimistic message and a
       | milestone to look forward to.
       | 
       | Some features this has:
       | 
       | - Calculation of several possible optimistic headlines. No LLMs
       | used here.
       | 
       | - Offers comparisons to the earliest sunset of the year and
       | shortest day
       | 
       | - Careful consideration of optimistic messaging at all times of
       | year, including after the summer solstice when daylight is being
       | lost
       | 
       | - Static-only site, no ads or tracking. All calculations happen
       | in the browser.
        
         | alabhyajindal wrote:
         | Nice! Love the domain. Did you use Claude to design the landing
         | page?
        
           | willj wrote:
           | Thanks! I got some initial ideas from Nano Banana, actually,
           | but then spent a while iterating on different layouts myself.
        
       | cosmicgadget wrote:
       | Another pass at the keyword index for my indieweb/blogosphere
       | discovery website.
       | 
       | Turns out there are a lot of words and some are more useful than
       | others!
        
       | calebm wrote:
       | https://fuzzygraph.com - aspires to be the most beautiful
       | equation graphing app
        
       | Chritt wrote:
       | https://leaddly.com
       | 
       | Find local businesses with no websites (or check bad ones with
       | built in SEO tools).
       | 
       | Build contracts, create billable invoices and track tasks for
       | clients with a lightweight, web dev focused CRM.
       | 
       | Essentially, an all in one platform for web developers to find
       | and manage their clients
        
       | arminiusreturns wrote:
       | This is the year I take my open source MMO to public alpha!
        
       | nachbo wrote:
       | To relax and reset at the end of the day, my wife plays this
       | simple tetrisy game - fill rows and cols to make points and try
       | not to die. But the game and many of its ilk are super
       | frustrating. They have ads and arbitrarily make it impossible at
       | some point to keep going (in order to show more ads I assume.) So
       | I combined my love of roguelike deck-builders and made a game for
       | her. It's the same basic premise of filling rows and columns but
       | it has a deck you improve over several boards of ever-increasing
       | complexity. And it has cards with special powers (of course.) It
       | turned out to be really fun both to build and play. I'm still
       | working out a few kinks (I built it in Love2D but running inside
       | iOS is a challenge...) But it's live in the App Store. Check it
       | out if you're interested and hmu if you'd like a free offer code
       | - the game is fully playable without paying, but keeps some
       | options behind an in app purchase. https://tetranea.net/
       | 
       | EDIT: It's only on iPhone and iPad for now. Android version
       | coming soon.
        
         | joshdick wrote:
         | Aww, that's so sweet!
        
       | s-sameer wrote:
       | This is something I had built a few months ago:
       | https://chromewebstore.google.com/detail/chatgpt-saved-chats...
       | 
       | I often find myself losing important conversations/chats when
       | talking to ChatGPT over time. So I created an extension that
       | enables you to bookmark conversations within the UI. Just hover
       | over any chat and click on the save button. Hope you find it
       | useful.
        
       | fs_software wrote:
       | I'm working on moving beyond the LeetCode interview for software
       | developers.
       | 
       | Most software engineering interviews are a "signal crisis". They
       | measure recall, not real-world engineering.
       | 
       | I'm working on moving the evaluation from "writing code under
       | pressure" to technical judgment via structured code review.
       | 
       | https://entrevue.app
        
         | potamic wrote:
         | I hope you succeed, just to rid the industry of this
         | abomination that is leetcode.
        
       | rkj93 wrote:
       | Multiple products.. some in marketing and few WIP
       | 
       | InfoCaptor -- https://my.infocaptor.com [YouTube video insight
       | extraction tool]
       | 
       | MockupTiger Wireframes -- https://wireframes.org/ai-wireframes AI
       | wireframing software for product ideas
       | 
       | CrawlSpider -- https://www.crawlspider.com/product/internal-link-
       | building-w... WordPress internal linking automation platform
       | 
       | Vizbull -- https://www.vizbull.com custom photo collages
       | (https://vizbull.com/collage-maker)
        
       | bryanhogan wrote:
       | Recently on my blog: https://bryanhogan.com/blog
       | 
       | Wrote an introduction to Obsidian referencing other relevant
       | posts, but also keeping it simple.
       | 
       | And the post before that was about creating an app using
       | SvelteKit + Capacitor.
       | 
       | Currently working on some posts about AI coding and my life in
       | Osaka after 3 months here.
       | 
       | Other things I'm working on:
       | 
       | - https://dailyselftrack.com/ - Got into working on it again,
       | mainly solving some UX problems currently.
       | 
       | - https://game.tolearnkorean.com/ - Learn Korean words quickly,
       | words go from easy tasks (e.g.) matchings pairs) to more
       | difficult ones (writting it), currently still needs some slight
       | adjustments, and then I'll release an Android version.
       | 
       | - https://app.tolearnjapanese.com/ - Wanted to learn Hiragana
       | quickly, used my existing project as a base to build this. Needs
       | some adjustments as well, feedback is highly welcome.
       | 
       | - https://tolearnkorean.com/ - Since I'm learning Korean, and
       | also working on an app to better learn Korean, I also want to
       | make a guide on learning Korean, improving my own skills by
       | teaching others.
        
         | sebg wrote:
         | Really enjoying reading you blog posts. Currently taking notes
         | into my own Obsidian instance based on your post "Obsidian
         | vault setup tour"
         | 
         | Thanks for sharing
        
           | bryanhogan wrote:
           | Thank you for the kind comment! Means a lot that other people
           | care about the work I put out there :)
        
       | rorytbyrne wrote:
       | A domain-agnostic, open source scientific database.
       | 
       | "Protein Data Bank-in-a-Box"
       | 
       | https://opensciencearchive.org
        
       | solresol wrote:
       | Stephanos of Byzantium wrote what we would call an encyclopedia
       | of people and places. Most of it has been lost, but shortened
       | versions still exist. I've set up a bot to scan a version of what
       | we have, translate it, extract out the proper nouns and try to
       | figure out what was lost. https://stephanos.symmachus.org/ I'm
       | also linking it to the translation of Pausanias
       | https://pausanias.symmachus.org that another bot is doing.
       | 
       | Also, trying to finish a PhD on machine learning when you want to
       | minimise a p-adic loss.
        
       | rorytbyrne wrote:
       | A domain-agnostic, open source scientific database.
       | 
       | "Protein Data Bank-in-a-box"
       | 
       | https://opensciencearchive.org
        
       | SilentM68 wrote:
       | Toying/Vive Coding with the idea or algorithm to classify the
       | tendencies, ideological biases, and sentiment from contents of
       | posts on message forums, including HN, by using LLMs to measure
       | the temperatures and intensities of posters and replies to posts.
       | Also thinking of incorporating ability to identify potential
       | duplicate accounts, (e.g. same user multiple accounts) based on
       | similar language and grammatical usage in posts. Don't see much
       | of that type of detection in forums or message boards. Perhaps it
       | can be useful in law enforcement circles. It's a work in
       | progress, though, no repos yet.
        
       | pyeri wrote:
       | A quiz app using minimal components like esbuild, bootstrap, etc.
       | and pure js for routing and MVC:
       | https://github.com/prahladyeri/abhyasa/
       | 
       | Also open-quiz-commons, the mcq dataset that powers the above
       | quiz app: https://github.com/prahladyeri/open-quiz-commons
        
       | funkaster wrote:
       | * A kart data analysis & video synchronizer, that helps you
       | actually understand the ton of data that data loggers like
       | Mychron and UniGo generate https://kartinsightspro.app - written
       | in CHICKEN scheme with tons of FFI bindings
       | 
       | * Schematra https://schematra.com/ - a web "framework" written in
       | CHICKEN scheme
       | 
       | * Lots of (unpublished, but will try to do so soon) eggs that
       | spawned from building schematra & KartInsightsPro
       | * llm.scm (inspired by ruby's llm gem)            * imgui.scm
       | * aws.scm (support for core AWS services like SSM, S3, other
       | APIs)            * umami.scm
       | 
       | You get the idea. I started playing with CHICKEN to scratch the
       | itch of building something in Scheme and I couldn't stop. Using
       | ast-grep as a skill in claude code makes it a lot easier to edit
       | code as well.
       | 
       | Edit: format
        
       | jascha_eng wrote:
       | Took a few days off to continue working on Kviklet a PR like
       | review/approval tool for SQL queries/statements.
       | 
       | Recently added role sync for Saml, oidc and ldap. These auth
       | protocols are complicated though.
       | 
       | https://github.com/kviklet/kviklet
        
       | pilord314 wrote:
       | A disassembly diff tool:
       | 
       | input <- old_image new_image
       | 
       | output -> report
       | 
       | Example summary:
       | 
       | =================================================================
       | ===============
       | 
       | TOTAL
       | 
       | =================================================================
       | ===============                 -20 insns, -40 bytes (c.insn-insn
       | +40b)  [spill -22, cmov +3, call -2, br -1]  mem +13, alu -6, mv
       | -4, bitmanip -1            Added/Removed: +0 / -220 bytes
       | Functions: 4 better (-20 insns), 0 worse (+0 insns), 1 removed,
       | 1062 unchanged
        
       | chrisischris wrote:
       | I was hitting Claude Code's rate limit pretty often while paying
       | for their max subscription. Started thinking - I've got a decent
       | GPU sitting at home doing nothing most of the day.
       | 
       | So I've been building a distributed AI inference platform where
       | you can run models on your own hardware and access it from
       | anywhere privately. Keep your data on infrastructure you control,
       | but also leverage a credit system to tap into more powerful
       | compute when you need it.
       | 
       | We're planning a closed beta in February for folks on the email
       | list - testing the core flow of running your own node, accessing
       | it remotely, and participating in the credit economy. Looking for
       | developers and teams who want to kick the tires on this before we
       | open it up more widely.
       | 
       | If you're interested in the beta: https://sporeintel.com/
        
       | kazinator wrote:
       | Over the weekend I finished a kind of hardware project: I added a
       | three-way switch to my ADA MP-1 guitar preamp [1987], mounted on
       | the side panel, which selects one of three different center
       | frequencies for the OD1 drive filter (enabled in "tube dist"
       | mode). Really enjoying the treble boosted setting: "frown curve"
       | centered on 3.2 kHz. It produces a tight, punchy, clearly
       | articulated tone that is heard well in a mix.
        
       | pdyc wrote:
       | Working on creating dashboards from google sheets, csv or json
       | here EasyAnalytica.com
        
       | sastrophy wrote:
       | I have been building SiteIQ : comprehensive website analysis and
       | security testing platform featuring security testing, SEO
       | analysis, and LLM security testing.
       | 
       | https://github.com/sastrophy/siteiq
       | 
       | I am a student and fascinated by physics and cybersecurity. So to
       | understand more about the field of cybersecurity and web-
       | development, I started this project few months back. Any feedback
       | from all of you will be really helpful in taking this project
       | forward.
        
         | bhuvangupta wrote:
         | this looks interesting. I will try to integrate with my code
         | review tool http://github.com/bhuvangupta/codelens ..
        
       | lymanli wrote:
       | I've been working on Palix AI, a simple all in one platform for
       | generating images, music, and videos with AI.
       | 
       | The main idea is to reduce the friction of using multiple tools
       | by putting everything into a single workflow. You can create
       | visuals from text, generate background music by mood or style,
       | and turn ideas into short videos without switching platforms.
       | 
       | It's still early, but I'm actively improving the product and
       | adding more creative features.
       | 
       | If you're curious, feel free to check it out https://palix.ai/
        
       | kcrwfrd_ wrote:
       | I've been working on a polyfill for the new Navigation API:
       | https://github.com/kcrwfrd/navigation-ponyfill
       | 
       | I've been super hyped about it. My main goal at first was
       | supporting `navigation.canGoBack` and the `currententrychange`
       | event simply so that I could implement perfect back buttons with
       | (almost) zero edge cases. This is surprisingly very tricky with
       | the older History API.
       | 
       | Today I just opened a PR with support for `entries()` and
       | `currentEntry`: https://github.com/kcrwfrd/navigation-
       | ponyfill/pull/33
       | 
       | Once that lands I'll be able to start thinking about implementing
       | full-blown navigations with it, with cool stuff like navigation
       | interceptors and whatnot. That would actually enable framework
       | router implementations wholly based off the Navigation API,
       | rather than simply patching some enhanced capabilities for use
       | with a router based on history.pushState / history.replaceState.
        
       | nirvanist wrote:
       | Extract Structured Data from Any Web Page https://page-
       | replica.com/structured/live-demo
        
       | RichardChu wrote:
       | I'm building a new AI-powered email client called Fluxmail:
       | https://fluxmail.ai
       | 
       | Here is the current list of features:
       | 
       | - Unified inbox: Connect multiple Gmail accounts and see all your
       | emails in one inbox. No more switching between different tabs or
       | accounts.
       | 
       | - Email bundles: Automatically group your emails together into
       | bundles, so if you have many emails from the same sender, they'll
       | no longer clutter up your inbox.
       | 
       | - Email summarization: Save time by getting summaries of your
       | email threads.
       | 
       | - Keyboard shortcuts: Navigate through your inbox using Gmail-
       | style keyboard shortcuts.
       | 
       | - Automatic dark mode: All your emails are converted to dark mode
       | automatically.
       | 
       | - Block email trackers: We detect and block email trackers to
       | protect your privacy.
       | 
       | - Privacy-first: We sync your emails from Gmail and cache them
       | locally on your device - they are not stored on our servers. We
       | don't train on your data or use AI providers that train on your
       | data.
       | 
       | Lots of other features coming soon, like split inbox, AI search,
       | etc. It's in early access now, would love feedback from anyone
       | interested in checking it out!
       | 
       | I'm also curious to hear - what is the most annoying thing about
       | email that you have to deal with today?
        
       | ashishbijlani15 wrote:
       | Building a privacy preserving captcha that NO automation can
       | bypass and, therefore, can tell humans and bots apart:
       | https://www.linkedin.com/posts/responsepie_why-current-captc...
        
       | hojalot wrote:
       | Adding Julia language support to Godot. Delayed by a failed power
       | supply, but starting back at it. Debugging has been a challenge
       | since the native godot application is calling the julia shared
       | object and I haven't figured out how to get the julia debugger to
       | catch exceptions.
        
       | telman17 wrote:
       | I'm working on a cozy animal sanctuary game in Godot. Having used
       | Unity and Monogame only in the past, Godot has been a lot of fun
       | and easy to use.
        
       | alexpadula wrote:
       | Past few years working on TidesDB - a storage engine for building
       | databases. Think a game engine which is used for building games.
       | https://github.com/tidesdb/tidesdb
        
       | ciju wrote:
       | https://finbodhi.com -- Helps you track, understand, and plan
       | your personal finances -- with a double-entry accounting. You own
       | your financial data. It's local-first, syncs across devices, and
       | everything's encrypted in transit. Supports multiple-accounts
       | (track as a family or even as an advisor), multi-currency, a
       | custom sheet/calculator to operate on your accounts (calculate
       | taxes etc) and much more.
       | 
       | Most recently, we added support for benchmarking and us stocks,
       | etfs etc.
       | 
       | Benchmarking is an interesting topic. I am not sure why but most
       | personal finance tools are quite bad at this. Our benchmarking
       | tool allows you to understand how your underlying portfolio is
       | doing, vs how your timing decisions are fairing. Portfolio
       | comparison is done with NAV chart (nav calculation is same as
       | what mutual funds use). And value chart in comparison with nav
       | chart, helps you understand if your timing decisions are helping.
       | 
       | NOTE: you can try demo without signup, but it doesn't work in
       | Firefox Incognito mode.
        
       | Fiveplus wrote:
       | For the past month, I've been building a distributed, phase-
       | coherent clock synchronization system over standard consumer
       | 2.5GbE copper, bypassing the need for dedicated white rabbit
       | hardware.
       | 
       | It started as a way to fix audio drift in my multi-room setup
       | without using large jitter buffers, but it turned into a
       | standalone project where I started learning more about NIC driver
       | latency. I found that if you isolate a specific CPU core
       | (isolcpus), disable all interrupt coalescing and busy-poll the RX
       | ring buffer with a custom AF_XDP socket, you can characterize the
       | PHY and PCIe bus latency jitter to within a standard deviation of
       | few ns on generic realtek hardware.
       | 
       | I'm using this disciplined clock to do TDOA (time difference of
       | arrival) triangulation of RF signals inside my home. I have three
       | anchor nodes running this stack connected to SDRs. I can
       | currently track the physical location of my dog's collar to
       | within 15cm in 3D space by correlating the signal peaks. The
       | hardest part is writing the solver for the multipath
       | interference. I'm implementing a custom unscented kalman filter
       | to reject the signal reflections bouncing off my refrigerator and
       | radiators. I know what you're thinking. Yes, it sounds totally
       | excessive but getting sub-microsecond synchronization without an
       | FPGA switch feels like magic.
        
         | Saddie wrote:
         | Correct me if I'm wrong but from what I understand you were
         | able synchronize multiple SDR systems without dedicated
         | hardware. That's tots awesome! though I did not get how you
         | did..
         | 
         | Its been a while and I don't remember all details but I was
         | trying to synchronize two B210s running on different systems as
         | NR BS and UE.. GPSDOs were too costly and I did not have
         | external PPS. Regardless of what I did, after initial sync the
         | two sdrs would drift by significant amount within couple
         | seconds. I just gave up on solving the problem on hardware and
         | adjusted for timing and freq offset every SSB, and assuming
         | everything is synchronized for two frame duration (2x1024us). I
         | moved out of that project and I still don't know if there's a
         | better way or how mobile phones actually implement RX..
        
       | cranberryturkey wrote:
       | I'm building a few Projects that are ready for users
       | 
       | https://bittorrented.com a torrent-first Streaming platform
       | 
       | http://marksyncr.com a free bookmarks synchronizer web extension
       | for chrome safari and Firefox based browsers
       | 
       | http://defpromo.com a zero-cloud self promotion web extension for
       | all browsers helps automate commenting on social media posts to
       | promote your product api keys required
       | 
       | http://coinpayportal.com a non custodial crypto payment gateway
       | Easy to integrate similar to stripe with web hooks and manage
       | multiple businesses
        
       | scootklein wrote:
       | Side project to easily unsubscribe from marketing lists. Just
       | forward the email to the unsubscribe address. No inbox access
       | required.
       | 
       | https://captainzero.ai
        
         | StrangeSound wrote:
         | Interesting! I'm probably not the target audience for this, but
         | $50 per year for an unsubscribing service seems quite
         | ambitious. Especially as it's unlikely someone is unsubscribing
         | from 10 services every month!
         | 
         | Have you considered other pricing models? Maybe buying credits,
         | or them rolling over?
        
       | fredwu wrote:
       | Have been working on three micro-saas, all built in
       | Elixir/Phoenix:
       | 
       | https://feedbun.com - a browser extension that decodes food
       | labels and recipes on any website for healthy eating, with
       | science-backed research summaries and recommendations.
       | 
       | https://rizz.farm - a lead gen tool for Reddit that focuses on
       | helping instead of selling, to build long-lasting organic
       | traffic.
       | 
       | https://persumi.com - a blogging platform that turns articles
       | into audio, and to showcase your different interests or
       | "personas".
        
       | hoten wrote:
       | Implementing a debugger for the custom scripting language used by
       | the Zelda game engine I contribute to.
       | 
       | The game engine I work on (link in bio) developed a custom
       | language for engine customization, but it never had any runtime
       | debugging capabilities. I've been adding that over the last
       | couple weeks.
       | 
       | The language compiles to a bytecode, which is what the engine
       | runs. But the bytecode has no source information.
       | 
       | The easy part was getting source locations for stack traces
       | (associating each generated bytecode with an originating source
       | line of code).
       | 
       | Harder was getting scopes information for displaying function
       | names in those stack frames, and for associating runtime
       | variables per-scope (stack variables, globals, class fields,
       | etc.)
       | 
       | Now I just need to create an expression parser for evaluating
       | expressions at runtime based on the current scope, add
       | breakpoints and step over/into/etc. capability to the engine,
       | then wrap it all together in a VSCode extension.
       | 
       | https://web.zquestclassic.com/zscript/ (this doesn't show what
       | I'm working on, it's just a basic web text editor to quickly test
       | the language. can't run it from here).
        
       | 9dev wrote:
       | An open source, self-hostable ebook library for yourself, and/or
       | family and friends. Will include professional and automatically
       | gathered bibliographical metadata, direct reader connectivity,
       | calibre sync, OPDS, an (optional) public bragging shelf, and high
       | quality packages to go with.
       | 
       | If you love reading, want to have an easy way to access your
       | collection, and share it with a few people, this is for you.
       | 
       | https://github.com/colibri-hq/colibri
       | 
       | I'm looking for contributors who would like to help shape Colibri
       | into a counter-approach to big tech; it's specifically meant to
       | never get monetised, and explore what such software can become.
        
       | tanin wrote:
       | I'm launching many landing pages these days and want to collect
       | emails into waitlists.
       | 
       | I have been working on Wait: https://github.com/tanin47/wait, a
       | self-hostable CORS-enabled headless waitlist system that connects
       | to Google Sheets.
       | 
       | I have many landing pages hosted for free on Netlify and Github
       | Pages as static pages. All of them have waitlist forms that send
       | cross-domain AJAX requests to the Wait server, which then writes
       | the emails to Google Sheets. Since there's no iframe, it's easier
       | for me to style the form and customize the after actions.
       | 
       | The Wait server is hosted on OVHCloud for $4/month. It's probably
       | the most economical option for a waitlist system.
        
         | alabhyajindal wrote:
         | Is this solving the same problem as Netlify's forms?
         | https://docs.netlify.com/manage/forms/setup/
         | 
         | I guess one advantage here is that the user is not locked into
         | a specific hosting provider.
        
           | tanin wrote:
           | They are similar except that Netlify's Form transforms your
           | forms into its own thing. This makes it more difficult to
           | customize the after actions because you don't control the
           | final code. Note that Netlify does offer limited
           | customization of the after actions as you can see here:
           | https://docs.netlify.com/manage/forms/setup/#success-
           | message...
           | 
           | Any alternative that is hosted or uses iframe will encounter
           | this kind of frictions.
           | 
           | In comparison, with Wait, you'd just call `fetch(...)` and do
           | whatever you need after `fetch(..)` succeeds or fails. For
           | example, one landing page might say thank you afterward.
           | Another landing might show the installation instructions
           | after the user submits their emails. The whole code is
           | controlled by you.
           | 
           | It's like you call your own backend except it's hosted in a
           | different domain, and your landing page can be hosted as a
           | static site with no backend.
           | 
           | If you are interested in trying it out, I'd love to work with
           | you to make it successful for you. Thank you!
        
         | nl wrote:
         | Is there actually demand for this?
         | 
         | I did one that writes to a Notion DB and is hosted for free on
         | Cloudflare. I don't think I bothered to open source it though.
        
           | tanin wrote:
           | It seems there are at least 2 users who need it ;)
        
       | dhruv3006 wrote:
       | I am working on https://voiden.md/, an API Client. API specs,
       | tests, and docs in one Markdown file.
        
       | twoslide wrote:
       | The Rankings Game, a satirical simulation of university
       | management: https://rankingsgame.com/
        
       | salgorithm wrote:
       | I'm making a site for up-to-date train/bus times that's bookmark-
       | able. Currently I have a few San Francisco Bay Area agencies.
       | 
       | https://transit.directory/
        
       | olowe wrote:
       | Revitalising a 20+ year-old GTK mail client with Zig. Talons[1]
       | is my stripped down fork of claws-mail[2] which itself is a fork
       | of Sylpheed[3].
       | 
       | Moving from auto tools to Zig's build system was a huge quality
       | of life improvement. Most of the work since has been deleting
       | features and tidying up the code to make it easier to reason
       | about. I realise there may not be _that_ much value porting C to
       | Zig the more I work on the project. Instead I see is there's huge
       | value in the usual stuff: clearly defined functions, preferring
       | stack to heap allocation, minimising global state.
       | 
       | But it's still quite early days. I'm looking forward to porting
       | the trickier network code to Zig and using its built-in testing.
       | 
       | [1]: https://git.olowe.co/?action=summary&path=talons
       | 
       | [2]: https://claws-mail.org
       | 
       | [3]: https://sylpheed.sraoss.jp/en/
        
       | dennis16384 wrote:
       | I keep working on Routing24 https://routing24.com, a free route
       | optimization tool for businesses.
       | 
       | It's been approx. an year since we are up and running, and we
       | helped 100+ businesses in the US and world-wide to understand the
       | value and savings of automated route planning, and prepared tens
       | thousands of optimized routes for companies operating from 1 to
       | 50 vehicles. All this keeping our operational expenses low and
       | flat, thanks to our local-first route optimization engine working
       | in the browser, and reliance on OpenStreetMap.
        
       | jasonkester wrote:
       | I'm working on a oldskool video game:
       | 
       | https://valtima4.com/
       | 
       | It's the Survival Crafting RPG you would have played on your
       | Apple II back in the 80's.
       | 
       | You can think of it as Valheim's gameplay crammed into the tile-
       | based ui of the old Ultima games.
       | 
       | It has a procedurally-generated open world with towns and NPCs to
       | talk to, all the resource gathering, mining, crafting stuff you'd
       | expect in a modern survival game, and some good old fashioned
       | dungeon crawling to boot.
       | 
       | I've been working on it off and on for the last several months.
       | Let me know what you think!
        
         | coldcity_again wrote:
         | Looks really cool, I'll try it later.
         | 
         | Just wanted to let you know that for me, on FF and Chrome, your
         | blog is rendering rgba(235, 235, 235, 0.64) text on white BG,
         | and I'd really like to be able to read it.
         | 
         | Edit: Also immediately reminds me a bit of UnReal World[1], in
         | a good way
         | 
         | [1]: https://en.wikipedia.org/wiki/UnReal_World
        
           | jasonkester wrote:
           | Thanks!
           | 
           | And thanks for the rgba value. It looks like a vestigal
           | remnant of a dark mode theme that got pulled along over the
           | years. A fix is working its way out to the server now.
        
       | rbbydotdev wrote:
       | A local-first markdown editor and static publisher--offline-
       | ready, Git-aware, with complete self-custody and zero backend
       | dependencies. Can use in browser storage or mount a local
       | directory
       | 
       | You might even say a Obsidian alternative
       | 
       | https://github.com/rbbydotdev/opal
       | 
       | https://opaledx.com/docs
        
       | erwinh wrote:
       | Working on a new generative art collection of works:
       | https://socratism.io/feed
        
       | ChaosOp wrote:
       | I'm building a web-based local multiplayer party game platform.
       | It's like a lovechild of Jackbox Games and Mario Party:
       | https://gamingcouch.com. Back in December Gaming Couch hit the
       | front page of Hacker News, you can check it out here:
       | https://news.ycombinator.com/item?id=46344573
       | 
       | The TL;DR:
       | 
       | - Currently in free Early Access with 18 competitive mini-games.
       | 
       | - Players use their mobile phones as controllers (you can use
       | game pads as well!)
       | 
       | - Everything is completely web-based, no downloads or installs
       | are necessary to play
       | 
       | - All games support up to 8 players at a time and are action
       | based, with quick ~one minute rounds to keep a good pace. This
       | means there are no language based trivia or asynchronous games!
       | 
       | - In the future the plan is to open up the platform for 3rd party
       | developers (and Gamejams!) as well. We'd take care of the network
       | connectivity, controllers etc.. 3rd party devs can focus on
       | developing cool multiplayer mini-games without spending an
       | eternity with networking code and building the infrastructure.
        
       | wirtzdan wrote:
       | I'm working on https://markway.io/, a Markdown web highlighter.
       | 
       | The core idea is to make it easy to capture page content,
       | highlights and images and everything will be formatted as
       | Markdown and is easily editable in a performant little editor
       | window.
       | 
       | Then from there, I'm working on multiple export services like
       | Clipboard export and popular PKM apps like Obsidian, Roam
       | Research, Capacities etc.
        
       | rahulroy wrote:
       | I'm building ThaiCopilot.com, it's a language learning
       | application that I'm building, as language barrier was one of the
       | biggest problem I faced as an expat in Thailand.
        
       | csomar wrote:
       | https://codeinput.com - Tools for PR-Git workflows
       | 
       | Currently experimenting with semantic diffs for the merge
       | conflicts editor: https://codeinput.com/products/merge-
       | conflicts/demo
       | 
       | You can try by installing the GitHub App which will detect PRs
       | who have a merge conflict and create a workspace for them.
        
       | benspak wrote:
       | Roast my MVP - Builders.to
       | 
       | https://builders.to
       | 
       | Hey all,
       | 
       | Looking for feedback on my site!
       | 
       | Feel free to roast the concept, UI, features - all fair game.
       | 
       | - Ben
        
       | noormoha wrote:
       | I built RespCode because I was frustrated with the "one model,
       | one answer" approach to AI coding assistants. When you're
       | building production systems, blindly trusting a single AI's
       | output is risky. What if it hallucinated? What if there's a
       | better approach?
       | 
       | RespCode puts you back in control with 3 orchestration modes:
       | 
       | Compete Mode -- Send your prompt to Claude, GPT-4o, DeepSeek, and
       | Gemini simultaneously. See all 4 solutions side-by-side, compare
       | approaches, and pick the winner. You're the judge.
       | 
       | Collaborate Mode -- Chain models together in a refinement
       | pipeline. DeepSeek drafts - Claude refines - GPT-4o polishes.
       | Each model improves on the last, with full visibility into every
       | stage.
       | 
       | Consensus Mode -- All models generate independently, then Claude
       | synthesizes the best parts into a merged solution. Democratic
       | code generation.
       | 
       | But here's what makes it actually useful: Every piece of
       | generated code runs instantly in real sandboxes -- not simulated,
       | not mocked. We support x86_64, ARM64, RISC-V, and ARM32
       | architectures. You see compilation output, runtime results, and
       | exit codes in seconds.
       | 
       | Why "Human in the Loop" matters: AI models are powerful but
       | imperfect. RespCode doesn't hide this -- it exposes it. When you
       | see GPT-4o produce clean code while Gemini's version has a bug,
       | you learn which models excel at what. When Collaborate mode shows
       | how Claude fixed DeepSeek's edge case, you understand the
       | refinement process.
       | 
       | You're not just accepting AI output. You're supervising,
       | comparing, and deciding. This is how I believe AI development
       | tools should work -- transparent, multi-perspective, and always
       | keeping humans in the decision seat.
       | 
       | Here a detailed blog on why this could solve your coding problem
       | - https://respcode.com/blog/why-single-model-ai-assistants-hol...
       | Would love your feedback!
        
       | elitan wrote:
       | Building Frost, a simple self-hosted deployment platform. Docker-
       | only, single-user, no Kubernetes. You point it at a repo or
       | image, it handles the build - health check - deploy - stop old
       | container flow.
       | 
       | Stack: Bun, Next.js, SQLite, Kysely. Been building it almost
       | entirely with Claude Code which has been a surprisingly effective
       | workflow for this kind of infra tooling.
       | 
       | https://github.com/elitan/frost
        
       | dotneter wrote:
       | https://fooqux.com/ - an experimental article aggregator about
       | software development. For several years now, I've had a routine
       | of collecting articles on topics that interest me throughout the
       | week and then reading them over the weekend. To help organize and
       | streamline this process, I created this website. The main idea is
       | to gather articles in one place and process them with a LLM --
       | categorize them, generate summaries, and try experimental
       | features like annotations, questions, etc. I hope this service
       | might be useful to others as well.
        
       | hboon wrote:
       | I've started working on a tool to automatically generate OG
       | images by just setting 1 line of a HTML meta tag.
       | 
       | It might be trivial for some programmers to use puppeteer or some
       | would want to hand-build some OG images (you can mix and match),
       | but otherwise, this tool is very handy, and set-and-forget.
       | 
       | I just created a Show HN for it
       | https://news.ycombinator.com/item?id=46585378
        
       | pgryko wrote:
       | Training AI models on videos of drones scrapped from public
       | sources. Everyone in Europe is building ani drone systems and
       | nobody has real data. Lots of companies operating on synthetics
       | only.
       | 
       | Lots of work to automatically filter and process scraped footage
       | into something that will train well.
        
         | bendtb wrote:
         | Mentally that sounds like a grim project
        
       | gethly wrote:
       | I started working on a simple(meaning, to provide only the
       | functionality I actually use) IDE to replace my JetBrains Goland.
       | Right now I am writing my own layering library based on the ideas
       | behind Clay, which is a known layouting library in C. I am also
       | making it all in Go, with Raylib, because I want to do more
       | desktop stuff with Go - knowing how well it can do it after doing
       | some research. Which I hope will open up possibilities for me bu
       | also shot gophers they have much wider opportunities for work or
       | fun.
        
       | s-macke wrote:
       | I try myself on multiple reverse engineering projects of old
       | games such as [0]. The goal is to find a pattern in which an AI
       | can reverse engineer at least 99% of the disassembly.
       | 
       | [0] https://github.com/s-macke/weltendaemmerung
        
       | niekmaas wrote:
       | As a pathologist and neuro-oncology researcher, to save myself
       | time trying to keep up with scientific literature, I'm working on
       | https://www.summarized.science/ . Based topics of interest
       | (suggestions are more than welcome), the tool queries the
       | scientific literature for each month. Then, by quering some LLMs,
       | it extracts themes and summaries. The tool already saves me time
       | in my day to day life, but still needs a lot of finishing touches
       | to promote actively. Anyhow, it is a lot of time working on a web
       | development "side project" after a hiatus of more than a decade
       | due to residency/PhD-program/kids etc. Input/feedback is more
       | than welcome.
        
         | emanuer wrote:
         | Subscribed!
         | 
         | As a layperson, I find this an approachable way to get an
         | overview of a topic. However, I am only interested in a few
         | select topics, and I was not able to find a way to subscribe to
         | specific ones, such as #insulin-resistance (topic request ;-)
         | 
         | Another thing I really value in science YouTubers (e.g.,
         | youtube.com/@Physionic) is the deep dives they offer into the
         | research--highlighting conflicting results, paying special
         | attention to meta-analyses, etc. That would be amazing,
         | although I realize it may be too much to ask.
        
           | niekmaas wrote:
           | No problem, and thanks for the request! #insulin-resistance
           | is now added: https://www.summarized.science/topics/insulin-
           | resistance/ . I ran it for each month of 2025, if you want to
           | go back further just let me know.
           | 
           | Adding personalised highlights of topics of interest into the
           | monthly emails is my top priority for 2026. Won't be too
           | complicated, just have to set up the right API back-and-
           | forths etc.
           | 
           | Good point about deep dives. I could do that for the topics
           | I'm an expert in, however, by definition, I think this
           | requires domain expertise and is therefore not scalable nor
           | to be automated easily. I'm not sure if this fits the scope
           | of the current project as I want people to find the papers of
           | interest, read a quick summarization and then encourage them
           | to read a selection of papers themselves.
        
         | pmdr wrote:
         | Nice! I'm a gastroenterologist and I've been thinking about
         | doing something very similar for some time now.
        
           | niekmaas wrote:
           | Well, you're absolutely the target audience. As you can see
           | my focus so far is mostly on (neuro) oncology as this is my
           | domain of interest/work. Let me know if you have any topic
           | requests or have any ideas for additional features to make
           | our lives as medical specialists/researchers easier. Contact
           | form is on the site or just email whatever to the domain
           | (catch-all doing the work).
        
       | mgz wrote:
       | I work on my iOS app - Weblock Browser, a restricted browser for
       | kids with strong parental controls: https://weblock.online
       | Recently I've added AI classification of websites to determine if
       | a website is safe for a child to visit. If AI disallows a
       | website, you can ask your parent to allow it. To give AI some
       | context about a website, I used Cloudflare Intel API - it returns
       | domain content categories, very handy to provide them to AI to
       | help it make a decision. But turns out Cloudflare Intel has a
       | ridiculous limit of 100 requests PER MONTH for non-Enterprise
       | users.
        
       | illegalbyte2 wrote:
       | Aged Care Mate https://AgedCareMate.com.au
       | 
       | It's a modern way to navigate and find home care providers in
       | Australia. We built it after working in the industry and seeing
       | families struggle a lot with navigating the complex aged care
       | system (at a time in their lives which is already very
       | stressful).
       | 
       | It's very early days but it has been very enjoyable to think back
       | on all the issues and pain points we saw in our careers and build
       | solutions around these.
       | 
       | Hopefully it helps some Aussies and their parents with staying in
       | their own home, and in feeling more confident with the decisions
       | they make through the journey.
       | 
       | The stack is: Nuxt for the front-end, Postgres, and FastAPI for
       | the backend. We set up Zoho instead of Microsoft or Google
       | Workspace and it's been very smooth so far (and more cost
       | effective).
       | 
       | One fun part of the dev work has been learning all the magic of
       | PostGIS - if you ever have an idea that involves geospatial data
       | or maps, go ahead and try build it with PostGIS in the db.
        
         | abcd_f wrote:
         | Having read just the name I assumed it was a brewing project
         | dealing with mate (drink) aging.
        
         | heyyfurqan wrote:
         | PostGIS should be the standard for anything geospatial, such
         | feature packed, combined with Mapbox for frontend.
        
       | cl42 wrote:
       | I hate all the portfolio tracking tools out there + don't
       | understand why tools like FactSet or CapitalIQ cost so much.
       | 
       | ... so I'm building an open source version.
       | 
       | Track all your trades in Excel, and get Sharpe ratios, Sortino
       | ratios, or even pass it on to an LLM to have it recommend trades
       | based on news feeds.
       | 
       | Planning to open source it in the next week or two, once I add
       | the proper tests and docs! :)
        
       | freekh wrote:
       | I am working on the <<ultimate dev ex>> CMS:
       | https://val.build/docs
       | 
       | GitHub: https://github.com/valbuild/val
       | 
       | Intro video: https://youtu.be/83bnYGIsm5g?si=5LN7dxnARrS4jNEx
       | 
       | What sets it apart is that it 1) stores content in TS / JS files
       | 2) is a fully fledged CMs. It is designed to be nice to work with
       | from the start a project (and the structure of your app changes
       | all the time) -> when everyone works on individual PRs -> to the
       | end when the project is decommissioned.
       | 
       | It needs no cloud APIs, no DBs nor caching. No query language to
       | learn. No sign up to get started. It is fully TypeSafe and needs
       | no type generation. You can rename and refactor content from you
       | IDE. It works amazingly with Cursor and friends (local content
       | and schema + strong typesafty + validation)
       | 
       | Currently reqs are: Nextjs and GitHub.
       | 
       | APIs are pretty stable. UI is in the process of a revamp. Will do
       | a proper show hn some time in the near future.
        
       | sweetrabh wrote:
       | Working on https://thepassword.app
       | 
       | It's a macOS desktop application that uses browser agents to
       | update your old and compromised passwords.
       | 
       | It started off a side project for myself after running into a
       | compromised password email. Since then, I've expanded it into a
       | macOS app + chrome extension for navigation. It's been so much
       | fun building this application, learning about AI agent management
       | while enforcing security/privacy best practices. I've re-written
       | this app 4 times from scratch before launching it a couple weeks
       | ago. Please check it out and let me know what you think!
        
       | aliilyas wrote:
       | https://tonotes.com I'm building a really simple notes app that
       | works on any device in a web browser. I started it after my
       | family complained that every notes app today is way too
       | complicated just to write something down. You just log in and
       | your notes are there. No tracking, no heavy js logic
        
       | burgerquizz wrote:
       | CraftMyGame - no-code game engine with multiplayer baked in
       | 
       | I've always loved making games but had the pain of rebuilding the
       | same systems every time. Wanted my own editor with reusable
       | components I could iterate on quickly. Most no-code tools felt
       | too limited, so I built my own.
       | 
       | This week I shipped something I'm really excited about: a visual
       | event system (think Unreal Blueprints / Unity visual scripting).
       | It encapsulates the full UI editor--which wasn't easy to navigate
       | --into something way more approachable. Physics, combat,
       | inventory, dialogue, pathfinding, all wired up visually:
       | https://youtu.be/8fRzC2czGJc
       | 
       | Every game is multiplayer by default (WebSocket with client-side
       | prediction, zero server config).
       | 
       | 55+ systems under the hood, but the visual editor is now the main
       | way in. I use it for my own games and improve the editor as I go.
       | Turns out it's also useful for asset creators who have beautiful
       | sprites but no way to ship playable games, and devs who want to
       | prototype fast without setting up infrastructure.
       | 
       | Some examples:
       | 
       | [?] Survivor-style:
       | https://craftmygame.com/game/e310c6fcd8f4448f9dc67aac
       | 
       | [?] Platformer:
       | https://craftmygame.com/game/f977040308d84f41b615244b
       | 
       | Stack: Next.js, Three.js, sockets.
       | 
       | Challenges now: I believe people can build complete games with
       | it, but now convincing people they can do games with it isnt
       | easy. I also try to get people who want to have games without
       | having to do them so I can continue the project.
       | 
       | If you are curious, and want to give it a spin, it is Totally
       | free. Feedback welcome, especially on first-time experience
       | 
       | https://craftmygame.com
        
       | aasz wrote:
       | I've just pushed a big update to the Lua extension system in
       | Marasi (an open source application security testing proxy). It
       | includes two main updates:
       | 
       | 1) Addition of modules that you would want to use directly during
       | your testing (think encoding, encryption, request / response
       | manipulation)
       | 
       | 2) Ability to extend the GUI of the application. This was
       | challenging as Marasi the proxy is meant to be used as a library
       | and the GUI is a separate application. Extensions run on the
       | proxy and not the GUI application. Right now I've settled on
       | having the GUI inject its specific render and update methods to
       | handle that bridge.
       | 
       | You can check it out at https://marasi.app or the repo directly
       | (https://github.com/tfkr-ae/marasi-app) but I would recommend
       | download the latest development release as it includes a fix for
       | the UI locking up of there is a lot of traffic going through the
       | proxy.
        
       | patrickdavey wrote:
       | I've been working on https://www.minichessgames.com which I built
       | with my 6 year old (she was the product owner ;). It's a site
       | with a bunch of small puzzles (e.g. imagine a chess board with
       | rocks thrown onto it, then move a single piece to a goal square).
       | Lots of fun building it out. And radioactive pooping knights [1]
       | is _amazing_ if I do say so myself ;).
       | 
       | 1. https://www.minichessgames.com/#/play/pooping-knights
        
         | mrlagmer wrote:
         | Ha yes pooping knights was fun thanks. You have inspired me to
         | do something like this with my son. Cheers.
        
       | coldstartops wrote:
       | KeibiDrop: A peer to peer synchronous IPV6 file sync tool.
       | 
       | I always struggle to share files between my devices, or to
       | navigate them. Why do I need servers, or dropbox or wetransfer?
       | 
       | Inspired by croc, rclone, syncthing and magic wormhole, I'm close
       | to releasing KeibiDrop as MPL2.0.
       | 
       | It has a nice slint.dev GUI, works cross platform on mobile, +
       | desktop (via FUSE or no-FUSE), and has post quantum encryption at
       | transport level.
       | 
       | No clear monetization path, but I also tinker with unikraft in
       | order to host a relay server (for key negotiation, or other
       | things) as a unikernel cloud function.
        
       | newlifehelp wrote:
       | I'm building a decision-support tool for comparing cities and
       | countries when considering relocation.
       | 
       | The problem I'm trying to solve is how fragmented and emotional
       | this decision usually is. Instead of blogs and anecdotes, the
       | tool focuses on side-by-side comparisons of safety, cost of
       | living, quality of life, visas, and taxes, so people can reason
       | about tradeoffs more clearly.
       | 
       | No recommendations, no push to move. Just structured information
       | to reduce uncertainty around a high-stakes decision.
       | https://newlife.help
        
       | heffstaDug wrote:
       | Over the holidays I worked on on a simple family planner for my
       | family (mostly for me as I am very forgetful and wanted one place
       | for our family things to do)
       | 
       | I also wanted to use the opportunity to mostly vibe code it (I
       | got a month free Pro from OpenAI, so heavily used Codex). I also
       | wanted it to be hosted for free so built it around Cloudflare
       | Pages, Workers and KV store. It's basically a mobile-first weekly
       | view that shows "what's happening this week" for the whole
       | family. I also wrote a small series about building it and it
       | shows my LLM workflow with the guardrails using AGENTS.md etc.
       | 
       | Write-up here if anyone's interested:
       | https://michaeldugmore.com/p/family-planner-vibe-coding-rule...
       | 
       | Github repo here: https://github.com/mdugmore/family-planner-
       | public
        
       | lylo wrote:
       | I'm building Pagecord: "Blog without the slog".
       | 
       | https://pagecord.com
       | 
       | To goal is to make you write more. Tonnes of features, including
       | posting by email (my favourite way to blog).
       | 
       | I love blogging and I want more people to go back to writing on
       | their own blog and reduce time on the socials. It seems to be
       | striking a chord with people.
       | 
       | Free classic plan, bargain premium plan at only $29/year.
       | 
       | Source available (Rails) at https://github.com/lylo/pagecord
        
       | lylo wrote:
       | I built Feedgrab, a 100% free web-based RSS reader.
       | 
       | "RSS. Nothing more, nothing less"
       | 
       | https://feedgrab.net
        
       | twaldecker wrote:
       | A tiny adventure journal for the outdoors:
       | https://gipfelbuch.org/
       | 
       | * Upload a GPX file -> see the route, map and key stats.
       | 
       | * Store every hike, bike ride, walk, or trek in one place.
       | 
       | * Think of it as a "personal notebook" for families, not a
       | leaderboard.
       | 
       | I built it to keep the stories of my own kids' adventures. It's
       | still in early-stage development - if you'd like to test it out
       | or share ideas, drop me a line!
        
         | vulkoingim wrote:
         | Looks cool!
         | 
         | One suggestion - in the demo mode it would be nice if you
         | provide a sample GPX file which you can try right away.
        
           | twaldecker wrote:
           | Hi vulkoingim!
           | 
           | Thanks for your interest and the suggestion. I added it to
           | the demo mode.
           | 
           | There was a bug in the PWA, you need to unregister the
           | service worker in your browser otherwise the App will never
           | update on your device.
        
       | frappuccino_o wrote:
       | I'm working on Langswap (https://langswap.app) -- an app that
       | translates + dubs videos into other languages.
       | 
       | The goal is to take a source video, generate translated speech in
       | a consistent voice, and keep timing close enough that it feels
       | natural. I'm planning to open source parts of it in 2026.
       | 
       | If you do localization / run a YouTube channel / ship training
       | videos, I'd love feedback on where current AI dubbing fails most!
       | Not only on my service, but others as well.
        
       | ceritium wrote:
       | During the last year, in my spare time, I have been working on
       | https://trypulso.com. The system has been working fine for the
       | last year, and I have a real customer using it. I not even
       | finished the landing page, but you can try it if you like.
       | 
       | Also, this Christmas I took a rest on Pulso, and I developed a
       | small app to monitor the version & Support Lifecycle of large
       | dependencies. https://stacktodate.club
        
       | trymnilsen wrote:
       | I have been working on a base building like game I have named
       | Kingdom Architect. I was inspired by games like RimWorld and
       | Dwarf Fortress, but wanted something I could run in the browser.
       | https://github.com/trymnilsen/kingdomarchitect
        
       | pryncevv wrote:
       | Making the world a better place - https://vvesh.de
        
       | aaronds wrote:
       | I run AssetRoom, which sends AI summaries of SEC filings. Found
       | myself wanting a quicker way to discover interesting companies
       | and hear what others think about them.
       | 
       | So I added a weekly poll. I pick a stock, show some key facts,
       | and let people vote and discuss whether it's overvalued or a
       | hidden gem. Takes a few minutes, usually learn something.
       | 
       | https://www.assetroom.net/diamond-or-dud
        
       | faja wrote:
       | I'm building FollowGuard (https://followguard.app) - it's a
       | privacy-first Instagram analytics tool.
       | 
       | I got tired of seeing people lose their accounts to "unfollower"
       | apps that require login credentials and use unofficial APIs.
       | Instead, I built this to parse official Instagram GDPR data
       | exports 100% client-side in the browser.
       | 
       | It's a Vue 3 + TypeScript SPA. There is no backend; all the ZIP
       | extraction and JSON parsing happen locally so the user's data
       | never leaves their machine. I even added a "Security Audit"
       | feature to help people find suspicious login activity in their
       | own data.
       | 
       | My biggest challenge right now is the UX friction. To stay safe,
       | the user has to navigate an 11-step manual export process on
       | Instagram to get their data. I'm trying to figure out if the
       | "privacy/safety" benefit is enough to convince non-technical
       | users to jump through those hoops.
        
       | penetrarthur wrote:
       | I started working on a simple Telegram bot with llm backend and
       | .md knowledgebase that would help me organize, track and research
       | my long-term hobby projects.
       | 
       | The problem that I am repeatedly facing is that I am trying to
       | build a home server and I keep asking chatgpt questions, but it
       | is hard to keep all the little details in one place. The way I
       | see it is that I can just text my assistant bot and ask it
       | something like "hey, can you research which NAS setup would be
       | the best for me given x and y". It will offer some setup and I
       | would say "can you add it to the plan" and "can you plan the next
       | steps for me?". The bot will also update the knowledgebase and
       | version control it.
       | 
       | You might also want to use it for something like planning a trip
       | to Paris, where at some point you might say "hey, given my
       | schedule, can you squeeze a tour to top5 croissant places in the
       | center of Paris".
       | 
       | The whole thing sound really vague and sounds like something
       | solved long ago, but I cannot find solutions that will be
       | guaranteed to stick to a very precise plan that I can review at
       | any given moment. If you happened to know existing solutions,
       | please let me know. I really don't want to build this thing.
        
         | towledev wrote:
         | I ran into the same problem. Tried using ChatGPT as a scrum
         | manager. It was really good at checking off todos through
         | conversation, but as I fleshed out the details of the project
         | it would forget critical information - not necessarily todos,
         | but critical information constraining the implementation of the
         | project. In the initial stages, it was great, but it lost
         | usefulness over time.
        
           | penetrarthur wrote:
           | By ChatGPT you mean web interface of chatgpt? You were
           | copypasting the "context" every time?
        
       | bonniesimon wrote:
       | I'm working on getmuro.com
       | 
       | It takes in your calendars and gives you time slots where you can
       | put your head down and work! It built it for myself, but a few
       | people found it interesting, so I thought of publishing it.
       | 
       | If you are someone who manages multiple calendars and multiple
       | calls per day, then you will find this useful!
        
       | Tenemo wrote:
       | I've been on-and-off working on a portable, sturdy electrical
       | cloud chamber for a couple of months now. It's a device that lets
       | you see ionising radiation with a naked eye, right on your desk.
       | 
       | It's already working, but it requires so many tweaks and
       | adjustments that make the project hard to finish-finish.
       | 
       | It's controllable by an ESP32, can run automated cooling
       | benchmarks (to find the power vs temp sweet spot) and is pretty
       | much all made out of metal, not 3D-printed - I've learned a ton
       | about working with metal, especially around drilling, cutting,
       | and tapping/threading. Who knew precise drilling a solid copper
       | block could be so tricky at times (saying this as a person who
       | has never drilled anything except wood/concrete before)!
        
         | adastra22 wrote:
         | I'd really love to have this. Do you plan on either selling
         | units, or open-sourcing the design?
        
       | yuppiepuppie wrote:
       | I recently inherited my grandfather's typewriter that he
       | inherited from his father (circa 1940). And Id like to put it to
       | good use. My wife challenged me to make a project. Now Im getting
       | my wheels turning with a new project to type and ship letters
       | custom made with 280 chars and some other personal touches.
        
         | adastra22 wrote:
         | The very different idea that came to my mind is to electro-
         | mechanically wire up the keys, and hook it up to an LLM. You
         | type something, then it types back. Like Tom Riddle's diary.
        
           | yuppiepuppie wrote:
           | Dont think this hasnt crossed my mind! ;)
           | 
           | I also like the idea of doing elaborate ascii art with a type
           | writer.
        
       | shayief wrote:
       | I'm building a new Git hosting service focused on performance and
       | great UX. It's another take on source code hosting and patch
       | sharing, with some nice features like stacked diffs,
       | automatically protected branches.
       | 
       | Currently just the cloud hosted version (https://gitncoffee.com),
       | but plan to open-source most of it when it's more complete.
       | 
       | If you want to see a repo example,
       | https://gitncoffee.com/gitncoffee/git-demo
        
       | Igor_Wiwi wrote:
       | https://mdview.io/ - local-ready Markdown viewer with native
       | support of Mermaid and LaTeX
        
       | rellem wrote:
       | I've recently launched https://certobserver.com, a service for
       | getting alerts before certificates expire. The goal is to be very
       | easy to use with simple (pay-as-you-go, so no need to choose a
       | plan) and affordable pricing.
       | 
       | The next step is to improve the landing site. I like the current
       | no-frills design, but unfortunately I think I'm in the minority.
       | 
       | Feature-wise I'm planning to add support for getting alerts via
       | Slack. I'd also like to make use of certificate transparency
       | logs, alerts to start with but maybe for other stuff as well.
       | 
       | The stack is C#, .NET 10 and PostgreSQL 18 running on Hetzner
       | VMs. I also self-host Forgejo and OpenSearch on Hetzner VMs. I
       | recently switched from VS Code to JetBrains Rider and I think the
       | latter is much better for C#. (I'm using Linux so Visual Studio
       | is not an option for me.)
        
       | tomasz-tomczyk wrote:
       | I've been consistently pushing updates to my intermittent fasting
       | & mindful eating companion app - https://www.fastpause.app/ -
       | offline first PWA with no tracking.
       | 
       | It helped me stay more consistent with IF - added visual
       | indicator of previous fasts in a little calendar widget on the
       | dashboard so every time I open it, I see my streak visually,
       | which has been a great motivator to continue.
       | 
       | I also added a BMI calculator, as the NHS one I had to enter all
       | my values from scratch each time I went, so got a bit annoyed :)
       | 
       | I think I'm still the only user, but it's given me a lot of value
       | as I beat my plateau!
        
         | heyyfurqan wrote:
         | love that, looks well designed and feature rich.
        
       | ChrisMarshallNY wrote:
       | I've been developing a rewrite of the dashboard app (admin app)
       | for a fairly popular free app that has been out for just about 2
       | years.
       | 
       | The original dashboard was written in a hurry. It's solid and
       | effective, but clunky. It was written in UIKit, and uses the same
       | backend as the main app.
       | 
       | The new app is being done in SwiftUI (with all its strengths and
       | weaknesses), and has a new, streamlined, backend. It's much
       | faster and simpler than the original one, but will have to give
       | up a couple of features, due to SwiftUI's limitations (but it
       | also adds one).
       | 
       | This project is also a test of LLM integration into my workflow.
       | So far, it's been quite helpful.
        
         | pdyc wrote:
         | is it mobile app or webapp?
        
           | ChrisMarshallNY wrote:
           | Native mobile (SwiftUI).
        
       | bobnarizes wrote:
       | Building https://floxtop.com, a native Mac app that organizes
       | your files with reliable AI.
       | 
       | It looks inside each file to see what it's about, then suggest
       | the right folder for you.
       | 
       | Everything happens on your Mac, so nothing leaves your computer.
       | No clouds, no servers.
       | 
       | It works in 50 languages (including English, German, French,
       | Spanish, Swedish) and with images (OCR and object recognition),
       | PDFs, Microsoft Office, ePubs, text, Markdown, and many other
       | file types.
       | 
       | Next, rename files based on their content (e.g.
       | 123023dfawjher.pdf - finance_chart_fy26.pdf).
       | 
       | For messy folders anywhere on the Mac, Floxtop can help.
        
       | bhuvangupta wrote:
       | Sharing my hobby project: CodeLens - yet another AI code reviewer
       | :)
       | 
       | Combines AI review (Ollama/Claude/Gemini) with static analysis in
       | one place.
       | 
       | - Multi-LLM support (can run locally with Ollama),
       | 
       | - static analysis,
       | 
       | - GitHub/GitLab webhooks.
       | 
       | - Developer pulse and leaderboard to gamify reviews
       | 
       | - LLM cost monitoring to avoid surprise bills
       | 
       | Nothing fancy, just something I built for my own use and decided
       | to open source.
       | 
       | Feedback welcome.
       | 
       | https://bhuvangupta.github.io/codelens/
        
         | cbm-vic-20 wrote:
         | Beware a possible name clash with a popular feature of Visual
         | Studio Code.
         | 
         | https://code.visualstudio.com/blogs/2017/02/12/code-lens-rou...
        
       | nl wrote:
       | I'm vibe coding a fantasy console with the feel of early 90s
       | computing.
       | 
       | 100% vibe coded WASM based. It runs Doom so far.
       | 
       | I'm building that because I'm building a free-to-use vibe coding
       | platform (ala Lovable) but the entire world off all apps is too
       | hard to one shot with the current set of free LLM models... So
       | now I have something it can target.
       | 
       | I've spent a lot of time with free models because I use them
       | heavily in my VibeProlog project
       | (https://github.com/nlothian/Vibe-Prolog/), which is actually in
       | pretty good shape now. Next step is to rebuild the parser so it
       | can load libraries in a somewhat reasonable way.
        
       | retrocog wrote:
       | I've been working for the past few years building robust, locally
       | owned digital community infrastructure for rural areas.
       | 
       | The pilot is being released this month in partnership with the
       | newspaper of record and local radio stations that cover four
       | rural counties in the New York Catskills.
       | 
       | It's a modular platform that wraps current workflows, rather than
       | replace them. If the pilot shows promise, we'll move forward with
       | offering it to other regions using the same type of partnership
       | model.
        
         | badestrand wrote:
         | What does it exactly mean, digital community infrastructure?
        
           | retrocog wrote:
           | Thank you for asking :)
           | 
           | Here's some of the features it includes:
           | 
           | News & Media: Articles, Newspaper Archive, Videos, Photo
           | Albums, Breaking News, Weather, Aggregated RSS Feeds, Local
           | Radio Stations
           | 
           | Community: Events Calendar, Local Forums, Polls, Local
           | Connections, Private encrypted messages.
           | 
           | Print-to-Digital Ad Integration: Sales tools for small
           | publisher ad sales teams. Ad project workflow including
           | designers. QR Codes link to SEO-friendly, shareable digital
           | companion ads
           | 
           | Marketplace: Local market with listings that contains one or
           | more offers. Cart and checkout with payment processing. Baked
           | in discounts and rewards. Digital ads can link directly to
           | marketplace offers.
           | 
           | AI Automation Tools: Wrap existing workflows rather than
           | replace them. Operational efficiency gains.
           | 
           | Its easy to spin up customized apps for local communities and
           | the stack also includes an API for integration into existing
           | apps.
           | 
           | All of it is hosted on local hardware in the service area.
        
             | preuceian wrote:
             | Would it be possible to see what you're currently building?
             | I'm very interested.
        
       | leroyalcheese wrote:
       | We're building a modern self-hosted 'backstage' ish product but
       | opinionated with fast setup, cli, modern event-driven
       | architecture, instant search and built for kubernetes. Using
       | golang backend microservices and svelte5 frontend. Its
       | multitenant by design. : https://shoehorn.dev. Alpha will be
       | released Q1 :)
        
       | kristf wrote:
       | 2D CAD app in Rust with WGPU.
       | 
       | Why? Because why not? I love CAD.
       | 
       | It's still very much in the early stages because it's just a side
       | project for me, but, it is possible to draw lines and circles,
       | copy or move them, delete, snap, create text, and a couple of
       | other basic stuff.
       | 
       | https://github.com/kristof1345/easycad
        
       | tetek wrote:
       | I'm building KineVision, a sport video analysis app for iOS.
       | Something like Coach's Eye.
       | 
       | I wanted to have a more difficult project and learn more about AV
       | and Liquid Glass. I try not to vibe-code. I keep it 100% free for
       | now, I'm looking for power users and retention. I won't monetise
       | until I feel that this is a helpful tool.
       | 
       | https://apps.apple.com/us/app/kinevision-video-coaching/id67...
        
       | neya wrote:
       | Building DesignFlo - https://designflo.ai
       | 
       | Build Enterprise-grade applications with real backends - APIs,
       | databases, auth, and business logic. Secure, scalable, and ready
       | to launch in minutes.
       | 
       | Imagine v0, Lovable, but it actually does real backend that
       | scales. Not prototypes. Real production quality code. The
       | philosophy is simple - Algorithms first, AI second. Opinionated
       | code always.
       | 
       | AI is decent at following instructions, but bad at being
       | consistent, reliable. Fortunately, those problems are solved by
       | algorithms and opinionated architecture.
       | 
       | The codebase generated uses Elixir for backend, Svelte for
       | frontend. It uses best practices and opinionated algorithms to
       | consistently produce reliable code that works the first try,
       | doesn't waste your tokens and generates exactly what you want.
       | 
       | You also get finer controls - drag and drop visual designer and
       | an ERD diagram editor (if you really want to architect the
       | backend yourself). Code export is available as well.
       | 
       | Edit: I got tired of AI models trying to write code that never
       | ends up being production worthy and always required a complete
       | re-write. I wanted to build an interface where users could "vibe
       | code" an entire production grade app where everything end to end
       | is taken care of - including hosting. As an avid startup fanatic
       | myself, I love building Saas products and thought something like
       | this would allow me to go to market faster and test the waters.
       | 
       | Thanks in advance for trying it out!
        
       | jarosan wrote:
       | Building Kiiro -- training analytics for Apple Watch runners.
       | 
       | Got frustrated with Apple's Fitness app being too basic and
       | third-party apps creating anxiety with made-up "recovery scores."
       | Wanted something in between: proper training load tracking
       | without the daily judgment.
       | 
       | Uses 42-day EWMA for chronic load, 7-day for acute. HR-based
       | rather than rTSS since most people don't know their lactate
       | threshold. Zone breakdowns, route comparisons, the stuff that
       | actually helps you see if your training is working.
       | 
       | Free, no ads: https://apps.apple.com/app/id6749277384
       | 
       | Would love feedback from anyone who trains with an Apple Watch.
        
       | snasan wrote:
       | I've been busy organizing hackathons and promoting the demos
       | developed by our team, all to get OpenAgents known by more
       | people. Yet, there's been little to show for it. Two months ago,
       | I joined OpenAgents--an open-source project dedicated to building
       | an open and collaborative AI Agent
       | network.https://github.com/openagents-org/openagents
        
       | liteclient wrote:
       | https://liteclient.com - Free, Open Source API Testing Extension
       | for VS Code (or any VS Code based IDEs).
        
       | voodooEntity wrote:
       | So i split it into two groups of stuff im working on:
       | 
       | Main Projects: 1. cyberbrain (
       | https://github.com/voodooEntity/cyberbrain ) It is a golang based
       | architecture to write event/data driven applications. It is based
       | on an in-memory directed graph storage ( i also wrote
       | https://github.com/voodooEntity/gits). The point of the system is
       | that instead of writing code where A calls B calls C calls D ....
       | you define single "actions". Each action has a
       | requirement/dependency in form of a data structure. If a
       | structure is mapped to the graph storage, it will automatically
       | create singular payloads for such action executions. The
       | architecture is multithreaded by default, meaning all "jobs" will
       | be automatically parallel processed without the developer having
       | to care about concurrency. Also, since every "thread/worker" also
       | does "scheduling" new "jobs", the system scales very well with
       | alot of worker.
       | 
       | Why? Well it mainly developed this architecture for the next
       | project im listing.
       | 
       | 2. Ishikawa : an automated pentesting/recon tool Ishikawa does
       | not try to reinvent well established pentesting/recon tools,
       | instead it utilizes and orchestrates them. The tool consists of
       | actions that either do very simple things like
       | resolveIPFromDomain , or actions which utilize existing tools
       | like nmap, wfuzz, etc.. - collects the info in the central graph
       | and at the end you get a full mapping of your target. Compared to
       | existing solutions it does alot less "useless scans" and just
       | fires actions which make sense based of the already gathered data
       | (we found a https port, we use sslscan to check the cert...).
       | 
       | 3. Gits (as mentioned above) a graph in memory threadsafe
       | storage. While i don't plan to many changes on it, it has been
       | developed for cyberbrain so if i need any additions ill do them,
       | also planing to reenable async persistence.
       | 
       | Regarding ishikawa: while im still working on this project, it
       | may be that i will shut it down. I had a rather expensive meeting
       | with a lawyer that basically told me that open sourcing it while
       | beeing a citizen of germany would just open up potentially ALOT
       | of trouble. Right know im not sure what the future will bring - i
       | basically spend 10 years developing it starting with gits, than
       | cyberbrain to finally build the tool i was dreaming of. Just to
       | hide it on my disk.
       | 
       | Sideprojects:
       | 
       | 1. go-tachicrypt ( https://github.com/voodooEntity/go-tachicrypt
       | ) It started as a fun project/experiment - a very simple CLI tool
       | which allows to encrypt file(s) / directory(ies) into multiple
       | encrypted files so you can split them over multiple storages or
       | send them via multiple channels. Im planing on hardening it a bit
       | more and giving basic support.
       | 
       | 2. ghost_trap ( https://github.com/voodooEntity/ghost_trap ) A
       | very small project i recently put out, nothing to serious but
       | kinda funny and maybe usefull to one or another. It provides - An
       | github action that will inject polymorphic prompt injections to
       | the bottom of your README.md so LLM scrapers may be fend off - An
       | javascript that will inject polymorphic prompt injections into
       | your html so more sophisticated crawlers like google etc which
       | emulate javascript also may be fend off
       | 
       | While working on alot of other stuff, these are i think the most
       | relevant.
        
       | tomaytotomato wrote:
       | I am rebooting a theme inspired by Deus Ex Human Revolution for
       | various apps and tools.
       | 
       | A bit like DraculaTheme.com
       | 
       | https://tomaytotomato.github.io/jensen/
       | 
       | https://github.com/tomaytotomato/jensen
       | 
       | The plan is to get a Chrome and VSCode theme shipped this week.
       | 
       | "I never asked for this...."
        
       | nickjj wrote:
       | I recently switched to native Linux. I have a dotfiles repo that
       | installs and configures a number of CLI tools, complete with
       | theme switching for a bunch of years that works on Arch / Debian
       | / Ubuntu and macOS, with WSL 2 support too.
       | 
       | Now I've been piecing together a complete desktop environment
       | using niri and many other tools. If you're using Arch, you can
       | opt-in to turn this feature on. There's an install script which
       | can be run on a new system or existing system, documentation on
       | each package and more at https://github.com/nickjj/dotfiles. I'm
       | using it on 2 systems at the moment.
        
       | igt0 wrote:
       | I got tired of keep optimizing prompt and rolling out changes in
       | production. So I built a neurosymbolic language to help with
       | that, where prompts as policies instead as hard rules.
       | 
       | https://github.com/canto-lang/canto-lang
        
       | victords wrote:
       | When AWS released the S3 Vectors last year, I wanted to try it
       | since I had no experience with Vector DBs, so I built a simple
       | audioguide app to play around with it.
       | 
       | Basically, just use it to identify artworks from a photo, then
       | return a pre-generated AI-Audio for that artwork based on the
       | data on their site. I put up a basic live version on my site for
       | The National Gallery in London:
       | https://victorsantiago.me/audioguide/national_gallery.html
       | 
       | (If you want to try it, you can open it on your phone and take a
       | picture of some painting on the National Gallery Website, e.g.:
       | https://www.nationalgallery.org.uk/paintings/vincent-van-gog... )
       | 
       | It was pretty fun to try it out and play with different LLMs and
       | TTS models to generate the output. Might make a it a proper web
       | app some time soon!
        
       | KernelCrafter wrote:
       | Super specific use case, only a handful of users(mostly friends
       | with free account). https://apps.apple.com/nl/app/multipark-
       | amsterdam/id67469835...
       | 
       | Use Case: Assumption: You have access to your friends visitor
       | parking login in Amsterdam.
       | 
       | You are going to a restaurant/or visiting a place near their
       | parking zone(geo fenced polygon). You want to pinpoint a point in
       | map and drive to that point. Being 100% sure that you can park at
       | that point. Automatically pick a meter near there spot and park
       | almost instantaneously. Then this app is for you :D
       | 
       | Update: Recently updated for this to work with new APIs and in
       | the process updated the UI as well(slightly modern)
        
       | adirad wrote:
       | I was working on building a chatbot on WhatsApp - to help people
       | build better habits. The bot would suggest a program consisting
       | of daily/ weekly micro-goals for the habit the user wants to
       | build. The bot also messages you with reminders ( set by user)
       | and check-ins to see if users have completed their micro-goals.
       | Ran a beta test with 20 odd users , didn't see much uptake. So
       | back to drawing board. Not sure if I got my set of beta users
       | wrong ( most of them are busy couples with kids) or if it was
       | just the product.
        
       | willswire wrote:
       | On a recent flight home for Christmas, I tried to get some side-
       | project work done on my MacBook... and immediately lost the
       | battle with Seat 28C. I could barely open the laptop, let alone
       | type comfortably.
       | 
       | The real constraint on planes these days is elbow room. That got
       | me wondering: could a small, handheld keyboard and trackpad setup
       | make in-flight work tolerable?
       | 
       | After failing to find anything compelling on Amazon, I realized
       | something obvious: my iPhone already has a great keyboard and
       | touch experience. So why not use it directly?
       | 
       | I looked for existing apps, but the top options felt dated and
       | required both devices to be on the same Wi-Fi network--which
       | isn't always possible (or desirable when paying ridiculous prices
       | for airplane Wi-Fi).
       | 
       | So over the last few days I've been tinkering with a project I
       | call Magic Input. It turns your iPhone into a wireless keyboard
       | and trackpad for your Mac.
       | 
       | How it works (high level):
       | 
       | * The iOS app discovers nearby Macs using MultipeerConnectivity
       | 
       | * Keyboard input and touch gestures are streamed directly to
       | macOS
       | 
       | * The macOS app injects events at the system level (requires
       | Accessibility permissions)
       | 
       | * No shared Wi-Fi network required; devices connect peer-to-peer
       | 
       | It's very early, but already supports basic typing and cursor
       | control--especially useful in cramped spaces like planes.
       | 
       | Here's the TestFlight link for the brave. You'll need to install
       | the same app on both macOS and your iPhone:
       | 
       | https://testflight.apple.com/join/T1PgucDs
       | 
       | Happy to answer questions or dig into implementation details if
       | anyone's curious.
        
       | trackspike wrote:
       | I'm still working on an open-source containerized agent framework
       | called Capsule Agents. Some solid progress this month, getting an
       | early version of the docs site https://capsuleagents.com live.
       | I'm training for a marathon and its able to send a discord
       | message every morning with the workout on my schedule and the
       | "why" behind it.
       | 
       | Here's the elevator pitch for the framework:
       | 
       | Its built around 3 key ideas I've dealt with inside the agent
       | ecosystem
       | 
       | 1. Agents become far more capable when they have access to a CLI
       | and can create or reuse scripts, instead of relying solely on
       | MCP.
       | 
       | 2. Multi-agent setups are often overvalued as "expert personas"
       | but they're incredibly effective for managing context, A2A is the
       | future.
       | 
       | 3. Agents are useful for more than just writing code. They should
       | be easy for non-engineers to create and capable of providing
       | value in many domains beyond software development.
       | 
       | If that sounds interesting take a look!
       | https://github.com/brycewcole/capsule-agents
        
       | ziyasal wrote:
       | I've been building a platform that lets you describe a
       | multiplayer game idea in natural language and generates full-
       | stack code for it--frontend (PixiJS, Phaser, Babylon, or
       | Three.js) plus backend (KaosEngine real-time multiplayer
       | framework). You can iterate via chat, preview live, sync to
       | GitHub, and deploy.
       | 
       |  _Stack overview:_
       | 
       |  _Networking_ -- Rust-powered WebSocket + RUDP with fast ring
       | buffers -- https://github.com/bugthesystem/Kaos
       | 
       |  _Game Server Framework_ -- Rust-powered Matchmaking, Lua runtime
       | with hot-reload, leaderboards, storage, chat, rooms, social
       | features (friends, etc.)
       | 
       |  _SDKs_ -- Rust, TypeScript /JavaScript, Unity, Godot, Defold
       | 
       |  _Game Studio_ -- AI-assisted builder (similar to Lovable.dev),
       | Monaco-based Lua /HTML IDE, live preview with hot-reload for both
       | backend and frontend, one-click deploy
       | 
       | Early results are promising. Would love feedback from folks
       | who've worked on similar problems or have thoughts on the
       | approach.
       | 
       | Planning to spin up a Discord and public playground in a week or
       | two for anyone interested in early access.
       | 
       | - Sia
        
       | never_inline wrote:
       | dhee (https://dhee.apratiratha.in, https://github.com/mahesh-
       | hegde/dhee).
       | 
       | An application to read Rigveda Samhita, and potentially other old
       | indic texts in future. Inspired by University of Cologne's
       | vedaweb.
        
       | aljt wrote:
       | I've been building a reader app designed for language learning.
       | It's a place where you can read and listen to plenty of content
       | in your target language (currently English, Spanish, French,
       | German and Italian) and also comes with plenty of smart bits for
       | helping to teach you and test your progress.
       | 
       | I'm getting ready for the official launch, but while I work on
       | expanding the library beyond the current collection of Aesop's
       | Fables, I'm opening up a beta.
       | 
       | If you're on iOS and wouldn't mind helping me test it out, I'd
       | love it if you had a look: https://verva.ai/en/
        
       | spydum wrote:
       | Fascinating to see an outsized increase in "game" development
       | compare to a year ago:
       | https://news.ycombinator.com/item?id=43154065 (I'm sure someone
       | could throw this into some llm analysis and prove it out, but a
       | quick and dirty count of "game" between then two shows a 2x
       | increase on _roughly_ the same comment count).
       | 
       | I suspect has to do with having agentic coding assist for folks
       | who would otherwise not have the means to develop a game, but now
       | do.
        
       | bonniesimon wrote:
       | I'm building Muro (getmuro.com). Connect your calendar (multiple
       | calendars) and then see muro find you focus times.
       | 
       | As an engineer, it is hard to know when you can put your head
       | down and work when you have multiple meetings. This helps me cure
       | that overhead of planning my morning.
        
       | tetridev wrote:
       | I'm working on three small micro SaaS projects focused on
       | personal finance, shared expenses and vehicle costs, all built
       | with React + Vite on the frontend and Firebase on the backend.
       | 
       | - https://din.tetri.net - a personal finance manager to log
       | income and expenses and see everything in simple charts, making
       | it easier to understand where the money goes and to follow each
       | month more clearly.
       | 
       | - https://rax.tetri.net - a group expense splitter for trips,
       | dinners and events, where you can add shared expenses and it
       | shows exactly how much each participant owes to each person,
       | avoiding manual settlements.
       | 
       | - https://vex.tetri.net - a vehicle expense tracker to keep track
       | of fuel, maintenance, taxes and other car-related costs, giving a
       | more realistic view of the total cost of owning a vehicle.[2]
       | 
       | Right now I'm still exploring which pricing model makes more
       | sense (monthly or yearly subscription, free plan with limits,
       | etc.), so there are no prices defined yet.
       | 
       | I'd really appreciate feedback from the community on:
       | 
       | - Whether each product's value proposition is clear.
       | 
       | - Which features you consider essential in each case.
       | 
       | - Pricing models that you think would work best for these niches.
        
       | junaid1460 wrote:
       | Building Masonry (https://masonry.so) -- a unified creative
       | studio for AI image and video generation, mainly targeting
       | e-commerce teams.
       | 
       | The core problem: there are now 45+ AI models for visual content
       | (Kling, Sora, Veo, FLUX, Imagen, GPT-4o Image, etc.) and they
       | each have different strengths. We aggregate them into one canvas
       | where you can:
       | 
       | Generate images across 21 models and compare outputs side-by-side
       | Convert images to video with 19 video models (Kling 2.6, Veo 3.1,
       | Sora 2, Seedance) Use Storyboard mode to plan multi-scene videos
       | shot-by-shot with consistent characters/assets Upscale, remove
       | backgrounds, inpaint/outpaint -- all in one workflow Main use
       | case is e-commerce product content: lifestyle shots, 360deg
       | product reveals, unboxing videos. Upload a product image,
       | generate variations across models, animate the best ones, export
       | in platform-ready formats.
        
       | doubleg wrote:
       | I'm working on AppQuery, a Ruby gem that makes raw SQL for Rails
       | more intuitive https://rubygems.org/gems/appquery.
       | 
       | You put queries in a file `app/queries/foo.sql.erb`. Casting
       | works and can be customised. There's ERB-support for
       | parameterisation, with helpers like order_by and paginate.
       | 
       | The gem can parse and rewrite CTEs which allows for 1) rewriting
       | the query such that basic queries (first, take, count etc.) are
       | performant (Rails does `resultset.count`). And 2) given your
       | query contains CTEs, it allows to write tests per CTE.
        
       | cma256 wrote:
       | As of yesterday I decided I want to try adding a GTK runtime for
       | Elm. Write Elm, compile to JS, execute with QuickJS, bridge to
       | GTK, render a native app using the JS state machine.
       | 
       | The goal is basically what's listed on the Elm website. No
       | runtime errors, fearless refactoring, etc. But also improved
       | accessibility for developers who want to create a native "Linux"
       | app. IMO Linux should be so accessible and so amenable to rapid
       | prototyping that it is the default choice when building a new GUI
       | app.
        
       | 0dayman wrote:
       | I'm building ADB Remote from the sole desire to be able to do
       | Android development without having to commit to launching Android
       | Studio. ADB Remote wraps common ADB and Gradle operations into a
       | single interface. Useful for quick tasks like checking LogCat,
       | managing devices, running builds, or testing a specific Git
       | branch.
       | 
       | What it does:
       | 
       | File Explorer: Browse your project files and open them directly
       | in your terminal/editor
       | 
       | Git Operations: Checkout and run any branch/tag directly on a
       | device
       | 
       | Gradle Tasks: Run assembleDebug, installDebug, or custom tasks
       | with streaming output
       | 
       | Logcat Viewer: Live filtering by level, tag, or search text
       | 
       | Activity Tracker: Monitor the current foreground activity
       | 
       | ADB Tools: Clear data, uninstall, manage permissions, input text,
       | take screenshots
       | 
       | Visual Testing: Screenshot comparison tool to catch UI
       | regressions
       | 
       | Terminal Integration: Open files in iTerm2, Terminal, Warp, etc.
       | 
       | https://saltserv.gumroad.com/l/adbremote
       | 
       | Feedback welcome--especially if you find yourself avoiding
       | Android Studio for quick device tasks.
        
       | RamblingCTO wrote:
       | I was annoyed with how clients can book a call with me, having to
       | use and pay for a bunch of tools (like calendly, zoom,
       | linktree/website etc.) so I built bookcall.io over the holidays.
       | Launching soon with integrated video calls, a landing page,
       | custom domain, attaching documents, and all that stuff, shipping
       | this depending on demand. Pretty fun project.
        
       | XCSme wrote:
       | Writing tutorials and adding a REST api for UXWizz (self-hosted
       | web analytics)
        
       | andronov04 wrote:
       | Building JIT.dev. Exploring a pivot into robotics prototyping -
       | turn project specs into working Arduino/ESP code + simple control
       | UIs, with tight iteration loops.
        
       | pixelmonkey wrote:
       | I'm working on startup #2 and we recently came out of stealth.
       | 
       | PX is a daily developer tool that helps backend engineers go from
       | working code on a laptop to deployed code in a freshly-built
       | cloud cluster -- all within seconds.
       | 
       | In December, I wrote up a launch blog post:
       | 
       | https://amontalenti.com/2025/12/11/px-launch-overview
       | 
       | We also launched the PX website, https://px.app/, and we wrote up
       | a basic developer quick start guide @ https://px.app/docs/quick-
       | start.html
       | 
       | Prior to PX, I was the founding CTO of Parse.ly, a real-time web
       | analytics startup that grew to be installed on 12,000+ high-
       | traffic sites and had terabytes of daily analytics data flowing
       | through it. PX stems from my experience as a startup CTO who
       | eventually ran large distributed systems on AWS and GCP.
       | 
       | PX is cloud independent, programming language agnostic, and open
       | source friendly. PX is, in short, the backend development tool
       | that I always wished my team could have. We're having a blast
       | building it and we're excited to give back some power to backend
       | developers so they can wield cloud hardware resources with open
       | source tech, rather than locking in to proprietary cloud APIs.
       | 
       | The current version of the CLI is focused on one-off (or batch)
       | workloads on GCP, but on the immediate roadmap: cron-style
       | scheduled jobs; a v1 of our monitoring/debugging/admin dashboard
       | (already looking good in internal builds!); and, formal support
       | for the other 3 clouds (that is: AWS, DigitalOcean, Azure). We
       | also have a lot more documentation to write and a lot more
       | examples to post, but you have to start somewhere! The launch
       | blog post covers some of the history and inspiration.
        
       | GabriDaFirenze wrote:
       | I'm writing my first novel. For so long I've been looking for
       | that non-work, non-tech activity that would take all my focus
       | outside of working hours. I was having a hard time finding the
       | right thing and I've always enjoyed story telling since I was a
       | kid. So I just started at the beginning of the year and I'm at
       | 5000 words. My goal is to reach 100000 and this far the only
       | obstacle is time constraints. It feels so effortless, which
       | doesn't necessarily make it easy and it's plenty of work. I look
       | forward to it every day and it's becoming my happy place. I'm
       | averaging 1000 words a day so I'm going I'll keep the pace. I
       | already have more than a few other novel ideas in mind but
       | they'll have to wait. Wiring is so much fun!
        
         | mainecoder wrote:
         | please if you consider taking my idea of a novel provide me an
         | email let me email you.
        
       | lightning19 wrote:
       | I'm taking on Vercel and Render with a zero config cloud hosting
       | platform. So far we have:
       | 
       | - connect your github and deploy from web/cli/vs code/cursor
       | 
       | - static sites automatically detected and deployed on a CDN
       | 
       | - logging
       | 
       | - encrypted env vars
       | 
       | - built in monitoring
       | 
       | - custom domains
       | 
       | - auto deployments from new branches or commits
       | 
       | - multi-branch deployments
        
         | rmonvfer wrote:
         | I'd love to test it!
        
           | lightning19 wrote:
           | Thanks I'd appreciate it, I will send you an email once we
           | launch :)
           | 
           | Hoping to launch in the next 2 weeks, we're busy deciding on
           | a name and domain.
        
       | digitalsushi wrote:
       | ive got a desk full of octo coupler relays and an arduino
       | learning kit and i'm using AI to goad me into making a cascading
       | small motor starter thing with an air particulate sensor that's
       | taking 180 days to show up from China, to automatically control
       | my 6 small air scrubbers in my wood shop since i'm allergic to
       | just about everything in there but love the hobby
        
       | wbazant wrote:
       | Still working on Falling Fruit in my spare time! I've packaged
       | the PWA into a mobile app using Capacitor, seems to work well on
       | Android, would be great if someone helped me with iOS (mostly
       | permissions for things) as I have no devices for it.
        
         | esperent wrote:
         | There's lots of things with that name, it's unclear which one
         | is yours.
        
       | altug wrote:
       | Working on building an e-ink based electronic calendar! Currently
       | syncs from our shared iCalendar and fetches trash and weather
       | information from the internet.
        
       | gwbas1c wrote:
       | I'm trying to learn CAD and 3d printing.
       | 
       | For the moment, I'm trying to design a shell for my car key fob.
       | I keep leaning on the buttons and setting the car alarm off; I
       | also never need to touch the buttons on the fob, because the car
       | has a button for me to lock / unlock it as long as the fob is in
       | my pocket.
       | 
       | I'm sure it's a trivial project for someone who has experience
       | with CAD and 3d printing; but for me, where my hobbies in my
       | adult life involved either programming or woodworking, it's a new
       | adventure.
       | 
       | ---
       | 
       | I tried using Microcad, which was on HN about a month ago. I
       | really like it, but it's still too early for me to design what I
       | need to design.
        
       | clintmcmahon wrote:
       | A React Native mobile coffee shop map of all coffee shops in New
       | York City. It's integrated with Google Places so I can return
       | summaries of each coffee shops via Googles AI summary feature.
       | 
       | The next step is going to explore building a local LLM into the
       | application itself to then skip over the entire Google part. I
       | want to implement some question/answer features that I THINK
       | could be solved with a local LLM integration. But for now it's
       | just a quick app to help you find coffee.
       | 
       | iOS - https://apps.apple.com/us/app/nyc-coffee-map/id6755573635
       | 
       | Android -
       | https://play.google.com/store/apps/details?id=com.parkasoftw...
        
       | worldlines wrote:
       | I'm building a public repository of scientific career advice:
       | https://worldlines.org/
        
       | cmos wrote:
       | Building a faster and more accurate replacement for the BOD5
       | (Biochemical Oxygen Demand) 5 day test used in wastewater.
        
       | rmonvfer wrote:
       | I keep working on Rigel.sh as a side project (a next-gen remote
       | desktop solution with no latency and online-first for teams and
       | hobbyists) but I wanted to write a Redis-compatible cache but
       | using JS instead of Lua for scripting so I'm also working on
       | that.
        
       | rowanajmarshall wrote:
       | I've been practicing with Claude Code and creating a webapp I
       | wished exists every time I've moved house -
       | https://housepricedashboard.co.uk
       | 
       | I've spent a _lot_ of time combing through Rightmove and Zoopla
       | getting an idea of housing costs in different areas, now I can do
       | it in seconds.
        
       | kili1 wrote:
       | I've been vibe coding a multimodal detection tool for AI media
       | (image, video, and audio). It's a rough prototype right now, but
       | the core functionality is live.
       | 
       | Please give it a test run! I'm looking for constructive criticism
       | on how to improve the detection thresholds and user experience.
       | 
       | http://isitaiornotnow.com/
        
       | KaugaKauga wrote:
       | For the last months we have been working on a new Talent
       | Intelligence / ATS tool.
       | 
       | The goal is to build an instant, feature rich but simple system.
       | 
       | We're taking a local-first approach with electric as a sync
       | engine. All interactions against our own apis are instant with
       | optimistic updates. Making the app feel more like a native app
       | rather than the typical web app.
       | 
       | Taking this approach has lead to some interesting challenges,
       | both in technical and product areas. Some features requires third
       | party roundtrips (summaries, labelling, embedding etc..) which
       | breaks the "instant" system. We're experimenting with ways to
       | design those flows so the system still feels fast. Currently we
       | only have one "loading" request in the entire system.
       | 
       | Having all data available on the client has also lead to some
       | neat benefits. No need to compose or build your typical GET
       | endpoints in the API. You just query the client DB directly!
       | 
       | If you have experience with any of: go, ts, react, local-first or
       | early stage companies and want to be a part of the team building
       | this, feel free to reach out (info in bio)
        
       | julienreszka wrote:
       | Solving L2 DAO retention incentives
        
       | childintime wrote:
       | Working on a HTML syntax replacement. Compact enough to
       | seamlessly embed into markdown (or another engine), augment it,
       | or replace it completely. Obviously also cleans up the id=,
       | class= or style= attributes hassle. What bothers you most about
       | HTML?
        
       | moshetanzer wrote:
       | https://commitguard.ai code reviews that are faster than linter
       | that auto run pre commit and fully configurable.
        
       | skyberrys wrote:
       | I just made a orchid journaling app. It lets you create profiles
       | of all your orchids, give the flowers name and track their daily
       | statistics. Kind of like those baby tracking apps for new
       | parents, but all about orchid flowers instead. It's made using
       | flutter so it is supposedly cross platform, but I just made it
       | yesterday and so far I'm only trying our the android version for
       | all my flowers.
        
       | spcebar wrote:
       | A fun little functional language where everything is a parameter
       | in a glorious cascade of functions from a parent function. It's
       | called OAF (Oops All Functions).
        
       | spmartin823 wrote:
       | I'm working on creating Lovable for popular CMSs like wordpress,
       | ghost, substack etc.
       | 
       | I've spent that last year working with news organizations to
       | improve their online presence and a lot of my job has ended up
       | being translating their ideas into wordpress clicks using Claude
       | or ChatGPT. They can't take advantage of products like Lovable
       | because the resulting code won't work with the CMS that their
       | staff is used to.
       | 
       | Email me if you'd like free access! seamus@presspass.ai
        
       | ayush_poddar wrote:
       | Building DitchSpam (https://ditchspam.com) - temporary phone
       | numbers specifically for enquiry forms. The problem: every time
       | you fill out a quote form (insurance, home services, loans, B2B
       | demos), your number enters a lead-selling ecosystem. These forms
       | sell contact data into telemarketing databases within minutes.
       | Result: 5-50 spam calls/day that DND and Truecaller can't block
       | because they're real call-center numbers, not spoofed. Americans
       | received 52.5 billion robocalls in 2025. 31% of adults get at
       | least one scam call daily . Average loss per scam victim: $3,690.
       | And only 44% of phone companies have fully installed mandated
       | anti-robocall software. DitchSpam flips this. Prevention over
       | reaction. Generate a temporary number (1-30 day validity), use it
       | on any lead form, receive calls/SMS in your dashboard. Number
       | auto-expires. Telemarketers hit a dead end. Built for anyone in
       | the US, UK, or Canada who fills out high-intent forms but hates
       | the spam spiral that follows. . Would love feedback from anyone
       | who's dealt with this problem.
        
       | raluk wrote:
       | Over the hollidays I was working on Steve Balmers interview
       | puzzle. https://rahne.si/optimisation/2026/01/07/steve-ballmer-
       | inter...
       | 
       | What I am most proud of is that I got the solution in the corse
       | of apporx 1 week working on this!
        
       | absoluteunit1 wrote:
       | Building TypeQuicker: https://typequicker.com
       | 
       | Started as a side project but has become my full time focus since
       | leaving a FAANG job ~6months ago
       | 
       | So far we've added:
       | 
       | - Code typing practice with any language:
       | https://typequicker.com/code-typing-practice - SmartPractice:
       | analyzes your history stats to find weak areas and generates
       | exercises for them: https://typequicker.com/app/text -
       | TargetPractice: lets you interact with any of your stats; for
       | example, clicking on a certain bigram that you typed slowly will
       | create a natural practice text that targets that two character
       | sequence - TypeAnything: let you create a typing exercise about
       | anything; AI for typing pretty much - Advanced stas: we measure
       | every character, 2,3 charcter sequences (delay to click in ms),
       | every word, and even breakdown speed/accuracy per finger - Real-
       | time hand/finger indicators: show you exactly where to place your
       | fingers to type based on standard touch typing practices -
       | Keyboards supported: QWERTY, QWERTZ (German keyboard) ISO,
       | British ISO (adding Dvorak and Colemak soo).
        
       | dhamidi wrote:
       | Feather, a fresh implementation of TCL: https://www.feather-
       | lang.dev
       | 
       | Command languages are underrated, and being able to add a Bash-
       | like REPL for agents and users alike is something I want to see
       | more of.
       | 
       | Feather solves the "rest of the Owl" problem: agents/users get
       | loops, conditionals, online help for free from Feather, as the
       | embedder you only need to add application-specific commands.
       | 
       | Feather itself has no GC (uses the host's), no own data
       | structures (uses the host's, e.g. JavaScript arrays for lists in
       | the js version), and no I/O.
       | 
       | The core is implemented in stdlib-less C
        
       | takkatakka wrote:
       | A session recording and product analytics tool:
       | https://scryspell.com/ I built it because I thought session
       | recording was such a cool feature, and wanted to know how to make
       | one.
       | 
       | I have a version 1.0, and now working on how to sell and market
       | in a crowded product space!
        
       | program wrote:
       | I am working on Mojibake, a small C library to handle Unicode
       | data. I don't like the other libraries, so I'm building one
       | myself. https://github.com/zaerl/mojibake
        
       | takkatakka wrote:
       | Trying to create a moon jar in pottery class
        
       | prathje wrote:
       | I work as a freelancer, but I have been wanting to start
       | something of my own. A couple of months ago, I started working on
       | VideoZero.ai with the vision of generating videos that feature
       | text, formulas, and graph elements without breaking after 10
       | seconds or weird artifacts. Instead of generating raw pixel
       | values, we leverage Motion Canvas to create the video elements.
       | Some results are quite cool, but some videos are quite crappy. We
       | have a whole list of animations to explore here:
       | https://videozero.ai/gallery
        
       | fb03 wrote:
       | I've created a toy coding agent called "caducode". More of a
       | thought experiment that materialized into a little something.
       | 
       | The philosophy behind it is: instead of providing a bunch of
       | tools to the LLM, you simply provide a single tool: run_python().
       | The Agent just generates code to do whatever it needs, to inspect
       | local files, to carry edits, to run commands.
       | 
       | https://github.com/flipbit03/caducode
       | 
       | It worked surprisingly well, even with a very small 30b local
       | model.
        
       | elpakal wrote:
       | A locally running (macOS) iOS build size analysis tool. Been
       | tinkering with Apple Intelligence, trying to implement an on-
       | device size optimization engineer for my users. The small context
       | window for Apple Intelligence has been tricky to get right.
       | 
       | [promo] https://apps.apple.com/us/app/dotipa/id6742254881
        
       | pypt wrote:
       | I'm working on https://aero.zip, a file transfer service designed
       | to handle massive workflows (like raw video or huge project
       | directories) directly in the browser without the usual speed caps
       | or browser crashes.
       | 
       | The goal was to build something as fast as a native app but with
       | the convenience of a web link. Some of the technical bits:
       | 
       | * Instant Streaming: Recipients can start downloading a file the
       | moment the first chunk leaves the sender's computer. No waiting
       | for the full upload to finish.
       | 
       | * Bespoke Chunking Protocol: To handle "unlimited" file counts
       | (tested into the millions), we group small files into larger
       | chunks and split massive files down, so many small files and a
       | few large files can get transferred at similar speeds.
       | 
       | * Auto-Resume: Both uploads and downloads automatically resume
       | from the exact byte where they left off, even if you switch
       | networks or close/reopen your laptop.
       | 
       | * E2EE via Web Crypto API: Everything is AES-GCM-256 encrypted.
       | The secret key stays in the URL fragment (after the #), so it
       | never gets sent to our servers.
       | 
       | * Zero-Knowledge Auth: We use the OPAQUE protocol for logins,
       | meaning we can authenticate users and store their encrypted Data
       | Encryption Keys (DEKs) without ever seeing their password or
       | having the ability to decrypt their files.
       | 
       | * Passkey + PRF: We support the WebAuthn PRF extension. If your
       | passkey supports it (like iCloud Keychain or YubiKeys), you can
       | decrypt your account's metadata without the password.
       | 
       | * On-the-fly Zipping: When a recipient selects multiple files,
       | the browser decrypts and zips them locally in real-time as they
       | stream from our server.
       | 
       | * Performance: Optimized to saturate gigabit connections (up to
       | 250 MB/s) by maintaining persistent streams and minimizing
       | protocol overhead.
       | 
       | Everything is hosted in Germany (EU) for GDPR compliance. I'd
       | love to hear any feedback on the streaming architecture or the
       | OPAQUE implementation!
        
       | bobbiechen wrote:
       | I'm very excited to be interviewing people who are creating
       | interesting things with software for upcoming blog stuff at
       | digitalseams.com !
       | 
       | As I've grown older, I've found myself more interested in people
       | and their stories and motivations - especially as I know a bunch
       | of people who are technically skilled, but feel unable or
       | unworthy to create instead of consuming. So it's inspiring to
       | hear really great creators talk about those same burdens and how
       | they overcome them.
       | 
       | If this sparks your interest shoot me an email at bobbie @ (site
       | above in comment)
        
       | breadchris wrote:
       | turning cooking videos into recipes https://recipes.justshare.io
       | 
       | The instacart button is kind of crazy. I'll casually watch videos
       | and when something looks good, I can have the ingredients to make
       | it delivered within the hour.
        
       | iccananea wrote:
       | I'm working on ripbox, a prototype cd player / ripper that than
       | rip your CDs while you listen to them, back them up and then make
       | them available for streaming anywhere.
       | 
       | My cousin has a large collection of CDs and the player is being
       | built around his listening habits (listening to disk from start
       | to finsh at home, individual tracks when on the go).
        
       | kasrak wrote:
       | Have been working on Lightpage for the past ~18 months. It's a
       | personal notes app that "writes back" using LLMs.
       | 
       | Before this, I dumped all my personal notes, ideas, journal
       | entries, etc into Apple Notes -- I liked the simplicity. But as
       | LLMs get smarter, I wanted to have them read my notes and
       | proactively help move things forward.
       | 
       | Right now most of the early users use it as a journal. On a whim
       | I shipped a feature a few months ago where the LLM writes you a
       | "letter" every Sunday based on the past week's notes. That's
       | ended up being a really popular feature.
       | 
       | https://lightpage.com
        
       | Lanzaa wrote:
       | I'm working on a jpeg2000[0] decoder in Rust:
       | 
       | https://github.com/iszak/jpeg2000
       | 
       | I wanted to learn about wavelet transforms. I also wanted to use
       | Rust in a non-trivial capacity. Since jpeg2000 uses discrete
       | wavelet transforms[1] and doesn't have a Rust implementation it
       | caught my interest.
       | 
       | [0]: https://en.wikipedia.org/wiki/JPEG_2000
       | 
       | [1]: https://en.wikipedia.org/wiki/Discrete_wavelet_transform
        
       | devrob wrote:
       | I'm trying to build a simple, local, and semantic code + context
       | search for coding agents like Claude Code.
       | 
       | I noticed that when trying to work with Claude Code I burned my
       | token allocation really quickly and with parallel agents, no
       | better. But when I looked at the other repos things felt really
       | complex, for me at least.
       | 
       | I call it "contextd" and imagine it kind of like a context daemon
       | you can always query in your repository for implementation plans,
       | specs or code, etc. I always liked that git lived in your repo in
       | the .git file, so I wanted this to work like that too but without
       | 3rd party hosted databases or multi-repo pollution.
       | 
       | It's written in python at the moment, uses some local models and
       | lanceDB but I might have it re-written in rust for speed :)
       | 
       | https://github.com/aquaflamingo/ctxd
        
       | sulicat wrote:
       | Still the same HID remapping project from last month (I was
       | hoping to be done by now, but hardware is hard):
       | https://github.com/cedarhacks/HIDMorph
       | 
       | This is an HID ReMapping device, things like converting keyboard
       | input to joystick input, or adding macros to specific inputs.
       | 
       | The usage is:
       | 
       | - It has 1 USB in and 1 USB out.
       | 
       | - In programming mode it's a USB drive you can put LUA scripts on
       | (or pull out log files).
       | 
       | - In run mode you can select a LUA script to run.
       | 
       | - Scripts can read incoming mouse/joystick/keyboard data and
       | generate outgoing mouse/joystick/keyboard data or even just log
       | events onto a CSV file.
       | 
       | The code is functional, I still want to polish it and add fun
       | animations and stuff, but for now it works as described above.
       | 
       | This month has been mostly mired in a PCB rework and assembly in
       | the US. Assembly with JLCPCB is too expensive for now, so I have
       | been spending the last few weeks sourcing components in an
       | attempt to keep costs down. I changed the PCB a bunch as well to
       | make assembly and case design easier
       | 
       | While I don't really plan on selling this, I wanted to challenge
       | myself and make it sell-able by keeping costs really low. This
       | has been the real challenge and time sink recently.
       | 
       | It is fully open source, once complete I will export a parts list
       | and Gerber files so people who wanna make one can just use those
       | files.
        
       | ryan42 wrote:
       | I thought we were all working on revolutionary AI insights...
       | Right? There's more?
       | 
       | joking aside, I'm working on a mobile app side project for a
       | client that involves camera vision/machine learning in a heavy
       | trucking maintenance context. Very low-ego, blue collar stuff,
       | with a blend of modern tech. That and game dev in Godot engine
       | has brought back my passion for coding greatly that I had lost
       | over the last several years.
        
       | kvakkefly wrote:
       | Had to test creating a browser only LLM+python+pandasAI data
       | scientist:
       | 
       | http://andeplane.github.io/ai-data-analytics
       | 
       | All vibe coded ofc!
        
       | dSebastien wrote:
       | A new store website for my company:
       | https://test.store.dsebastien.net/
        
         | dSebastien wrote:
         | Having fun with Claude Code, React, TS, Bun, Tailwind, Zod and
         | a bunch of other things. Lots of work remaining...
        
       | jamiepond wrote:
       | I'm making https://yapi.run which is a PostMan alternative for
       | the CLI / VSCode / Cursor that uses declarative YAML to define
       | requests.
        
       | dhbradshaw wrote:
       | I've been working on a task tracking app called Checkipe
       | (https://checkipe.com but right now it's invite only for me and
       | family members).
       | 
       | It's been fun to use it as I bring it to life.
       | 
       | A Django backend and flutter front end makes for a pretty
       | powerful and adaptable pair.
        
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       (page generated 2026-01-12 23:01 UTC)