[HN Gopher] Eight more months of agents
       ___________________________________________________________________
        
       Eight more months of agents
        
       Author : arrowsmith
       Score  : 198 points
       Date   : 2026-02-08 11:00 UTC (2 days ago)
        
 (HTM) web link (crawshaw.io)
 (TXT) w3m dump (crawshaw.io)
        
       | almostdeadguy wrote:
       | In the past couple days I've become less skeptical of the
       | capabilities of LLMs and now more alarmed by them, contra the
       | author. I think if we as a society continue to accept the
       | development of LLMs and the control of them by the major AI
       | companies there will be massively negative repercussions. And I
       | don't mean repercussions like "a rogue AI will destroy humanity"
       | per se, but these things will potentially cause massive social
       | upheaval, a large amount of negative impacts on mental health and
       | cognition, etc. I think if you see LLMs as powerful but not
       | dangerous you are not being honest.
        
         | gadflyinyoureye wrote:
         | I see them as powerful and dangerous. The goal for decades now
         | is to reduce the human population to 500 million. All human
         | technology was pushed to this end, covertly. If we suddenly
         | have a technology that renders white collar workers useless, we
         | will get to that number faster than expected.
        
           | Applejinx wrote:
           | I don't believe that is true, but if it WAS true that human
           | technology was covertly pushed to this end: there are people
           | out there who are demanding that this technology come up with
           | social manipulations (using language) to reduce the human
           | population to a SPECIFIC 500 million.
           | 
           | Or less.
           | 
           | And I don't think it's collar color they're going to be
           | checking against.
           | 
           | So I guess I'm saying I agree that this is powerful and
           | dangerous. These are language models, so they're more
           | effective against humans and their languages. And self-
           | preservation, empathy, humanity do not play a role as there
           | is nobody in there to be offended at the notion of
           | intentionally killing more than 9/10 of humanity... for some
           | definitions of humanity, ones I'm sympathetic to.
        
         | NitpickLawyer wrote:
         | There are some good things here:
         | 
         | First, we currently have 4 frontier labs, and a bunch of 2nd
         | tier ones following. The fact that we don't have just oAI or
         | just Anthropic or just Google is good in the general sense, I
         | would say. The 4 labs racing each other and trading SotA status
         | for ~a few weeks is good for the end consumer. They keep each
         | other honest and keep the prices down. Imagine if Anthropic
         | could charge 60$ /MTok or oAI could charge 120$ /MTok for their
         | gpt4 style models. They can't in good part because of the
         | competition.
         | 
         | Second, there's a bunch of labs / companies that have released
         | and are continuing to release open mdoels. That's as close to
         | "intelligence on tap" as you can get. And those models are
         | ~6-12 months behind the SotA models, depending on your usecase.
         | Even though the labs have largely different incentives to do
         | so, a lot of them are still releasing open models. Hopefully
         | that continues to hold. So not all control will be in the hands
         | of big tech, even if the "best" will still be theirs. At some
         | point "good enough" is fine.
         | 
         | There's also the thing about geopolitics being involved in
         | this. So far we've seen the EU jumping the gun on regulation,
         | and we're kinda sorta paying for it. Everyone is still confused
         | about what can or cannot be done in the EU. The US seems to be
         | waiting to see what happens, and China will do whatever they
         | do. The worst thing that can happen is that at some point the
         | big players (Anthropic is the main driver) push for regulatory
         | capture. That would really suck. Thankfully atm there's this
         | lingering thinking that "if we do it, the others won't so we'll
         | be on the back foot". Hopefully this holds, at least until the
         | "good enough" from above is out :)
        
           | almostdeadguy wrote:
           | I'm not just concerned about control by one company, I'm
           | concerned by control for the profit motive, and probably
           | concerned about the wisdom of using these things for anything
           | except extremely limited use cases (breakthrough scientific
           | research, etc.). I think tech people have a bad tendency of
           | viewing this through the lens of platform wars type stakes,
           | and there are much bigger problems with AI. The fact that an
           | alarming number of ex-and-current Anthropic people I've met
           | think the world is going to end is something we should take
           | heed of!
           | 
           | The AI labs started down this path using the Manhattan
           | Project as a metaphor and guess what? It's a good metaphor
           | and we should embrace most of the wider implications of that
           | (though I'd love to avoid all the MAD/cold war bullshit this
           | time).
        
       | hasperdi wrote:
       | > It sounds like someone saying power tools should be outlawed in
       | carpentry.
       | 
       | I see this a lot here
        
         | sp33der89 wrote:
         | All metaphors break down at a certain point, but power tools
         | and generative AI/LLMs being compared feels like somebody is
         | romanticizing the art of programming a bit too much.
         | 
         | Copyright law, education, just the sheer scale of things
         | changing because of LLMs are some things off the top of my head
         | why "power tools vs carpentry" is a bad analogy.
        
         | Keyframe wrote:
         | if that someone is clumsy, had an active war going on against
         | basic tools before, and wandered into the carpentry from
         | completely different area, then power tools might be a bad
         | idea.
        
         | wasmainiac wrote:
         | Yes because A tech-bro AIs dream is hundreds of thousands of
         | developers being let go and replacing them with no code tools.
         | 
         | Sure, replace me with AI, but I better get royalties on my
         | public contributions. I like many other developers have kids
         | and other responsibilities to pay for.
         | 
         | We did not share our work publicly to be replaced. The same way
         | I did not lend my neighbour my car so he could run me over,
         | that was implicit.
        
           | senordevnyc wrote:
           | We've been doing this to other professions for half a
           | century. Live by the sword, die by the sword.
        
             | wasmainiac wrote:
             | Are you really going to appeal to nature here? As a species
             | we are basically magic. We have gone to the moon, cured
             | countless diseases and many other amazing things, but not
             | to stop being taken advantage of? Is it too high of an ask?
        
         | dagss wrote:
         | On HN lately? Haven't seen anything about outlawing. But I see
         | a lot of "powertools don't work and make me slower"
        
           | habinero wrote:
           | They're not powertools lol. Tech has plenty of powertools and
           | we automated the crap out of our job already.
           | 
           | Writing code has never been the limiting factor, it's
           | everything else that goes into it.
           | 
           | Like, I don't mind that there's a bunch of weekend warriors
           | out here building shoddy gazebos and sheds with their brand
           | new overpriced tools, incorrecting each other on the best way
           | to do things. We had that with the bitcoin and NFT bros
           | already.
           | 
           | What I do roll my eyes at is when the bros start talking
           | about how they're totally going to build bridges and planes
           | and it's gonna be soooo easy to get to new places, just slap
           | down a bridge.
           | 
           | Uh huh. Y'all do not understand what building those actually
           | entails lol.
        
       | happytoexplain wrote:
       | I don't trust the idea of "not getting", "not understanding", or
       | "being out of touch" with anti-LLM (or pro-LLM) sentiment. There
       | is nothing complicated about this divide. The pros and cons are
       | both as plain as anything has ever been. You can disagree - even
       | strongly - with either side. You can't "not understand".
        
         | slfnflctd wrote:
         | > There is nothing complicated about this divide [...] You
         | can't "not understand"
         | 
         | I beg to differ. There are a whole lot of folks with
         | astonishingly incomplete understanding about all the facts here
         | who are going to continue to make things very, very
         | complicated. Disagreement is meaningless when the relevant
         | parties are not working from the same assumption of basic
         | knowledge.
        
           | illusive4080 wrote:
           | Bolstering your point, check out the comments in this thread:
           | https://www.reddit.com/r/rust/comments/1qy9dcs/who_has_compl.
           | ..
           | 
           | There's a lot of unwillingness to even attempt to try the
           | tools.
        
             | cruffle_duffle wrote:
             | Those people are absolutely going to get left in the dust.
             | In the hands of a skilled dev, these things are massive
             | force multipliers.
        
               | skydhash wrote:
               | It doesn't matter how fast you run if it's not the
               | correct direction.
        
               | baq wrote:
               | Good LLM wielders run in widening circles and get to the
               | goal faster than good old school programmers running in a
               | straight line
        
               | skydhash wrote:
               | I still haven't seen those mythical LLM wielders in the
               | wild. While I'm using tools like curl, jq, cmus, calibre,
               | openbsd,... that has been most certainly created by those
               | old school programmers.
        
               | uludag wrote:
               | I try to avoid LLMs as much as I can in my role as SWE.
               | I'm not ideologically opposed to switching, I just don't
               | have any pressing need.
               | 
               | There are people I work with who are deep in the AI
               | ecosystem and it's obvious what tools they're using It
               | would not be uncharitable in any way to characterize
               | their work as pure slop that doesn't work, buggy,
               | untested adequately, etc.
               | 
               | The moment I start to feel behind I'll gladly start
               | adopting _agentic AI tools_ , but as things stand now,
               | I'm not seeing any pressing need.
               | 
               | Comments like these make me feel like I'm being gaslit.
        
               | kombookcha wrote:
               | We are all constantly being gaslit. People have insane
               | amounts of money and prestige riding on this thing paying
               | off in such a comically huge way that it can absolutely
               | not deliver on it in the foreseeable future. Creating a
               | constant pressing sentiment that actually You Are Being
               | Left Behind Get On Now Now Now is the only way they can
               | keep inflating the balloon.
               | 
               | If this stuff was self-evidently as useful as it's being
               | made out to be, there would be no point in constantly
               | trying to pressure, coax and cajole people into it. You
               | don't need to spook people into using things that are
               | useful, they'll do it when it makes sense.
               | 
               | The actual use-case of LLMs is dwarfed by the massive
               | investment bubble it has become, and it's all riding on
               | future gains that are so hugely inflated they will leave
               | a crater that makes the dotcom bubble look like a
               | pothole.
        
               | match_condition wrote:
               | Ah, right, so it's a "skill issue" when GPT5.3 has no
               | idea what is going on in a private use case.
        
               | jfreds wrote:
               | Literally yes
        
               | korallus wrote:
               | Then where is all this new and amazing software? If LLM
               | can 10x or 100x someones output we should've seen an
               | explosion of great software by now.
               | 
               | One dude with an LLM should be able to write a browser
               | fully capable of browsing the modern web or an OS from
               | scratch in a year, right?
        
               | kjksf wrote:
               | That's a silly bar to ask for.
               | 
               | Chrome took at least a thousand man years i.e. 100 people
               | working for 10 years.
               | 
               | I'm lowballing here: it's likely way, way more.
               | 
               | If ai gives 10x speedup, to reproduce Chrome as it is
               | today would require 1 person working for 100 years, 10
               | people working for 10 years or 100 people working for 1
               | year.
               | 
               | Clearly, unrealistic bar to meet.
               | 
               | If you want a concrete example:
               | https://github.com/antirez/flux2.c
               | 
               | Creator of Redis started this project 3 weeks ago and use
               | Claude Code to vibe code this.
               | 
               | It works, it's fast and the code quality is as high as
               | I've ever seen a C code base. Easily 1% percentile of
               | quality.
               | 
               | Look at this one-shotted working implementation of jpeg
               | decoder: https://github.com/antirez/flux2.c/commit/a14b0f
               | f5c3b74c7660...
               | 
               | Now, it takes a skilled person to guide Claude Code to
               | generate this but I have zero doubts that this was done
               | at least 5x-10x faster than Antirez writing the same code
               | by hand.
        
               | matsemann wrote:
               | That's one of the sentiments I don't quite grasp, though.
               | Why can't they just learn the tools when they're stable?
               | So far it's been sooo many changes in workflows,
               | basically relearn the tools every three months. It's
               | maybe a bit more stabilized the last year, but still one
               | could spend an enormous amount of time twiddling with
               | various models or tools, knowledge that someone else
               | probably could learn quicker at a later time.
               | 
               | "Being left in the dust" would also mean it's impossible
               | for new people / graduates to ever catch up. I don't
               | think it is. Even though I learned react a few years
               | after it was in vogue (my company bet on the wrong
               | horse), I quickly got up to speed and am just as
               | productive now as someone that started a bit earlier.
        
               | duggan wrote:
               | Not the person you asked, but my interpretation of "left
               | in the dust" here (not a phrasing I particularly agree
               | with) would be the same way iOS development took off in
               | the 2010s.
               | 
               | There was a land rush to create apps. Basic stuff like
               | the flash light, todo lists, etc, were created and found
               | a huge audience. Development studios were established,
               | people became very successful out of it.
               | 
               | I think the same thing will happen here. There is a first
               | mover advantage. The future is not yet evenly
               | distributed.
               | 
               | You can still start as an iOS developer today, but the
               | opportunity is different.
        
               | lapcat wrote:
               | I'm not sure your analogy is applicable here.
               | 
               | The introduction of the App Store did not increase
               | developer productivity per se. If anything, it decreased
               | developer productivity, because unless you were already
               | already a Mac developer, you had to learn a programming
               | language you've never used, Objective-C, (now it's
               | largely Swift, but that's still mainly used only on Apple
               | platforms) and a brand new Apple-specific API, so a lot
               | of your previous programming expertise became obsolete on
               | a new platform. What the App Store did that was valuable
               | to developers was open up a new market and bring a bunch
               | of new potential customers, iPhone users, indeed
               | relatively wealthy customers willing to spend money on
               | software.
               | 
               | What new market is brought by LLMs? They can produce as
               | much source code as you like, but how exactly do you
               | _monetize_ that massive amount of source code? If
               | anything, the value of source code and software products
               | will drop as more is able to be produced rapidly.
               | 
               | The only new market I see is actually the developer tool
               | market for LLM fans, essentially a circular market of LLM
               | developers marketing to other LLM developers.
               | 
               | As far as the developer job market is concerned, it's
               | painfully clear that companies are in a mass layoff mood.
               | Whether that's due to LLMs, or whether LLMs are just the
               | cover story, the result is the same. Developer
               | compensation is not on the rise, unless you happen to be
               | recruited by one of the LLM vendors themselves.
               | 
               | My impression is that from the developer perspective,
               | LLMs are a scheme to transfer massive amounts of wealth
               | from developers to the LLM vendors. And you can bet the
               | prices for access to LLMs will go up, up, up over time as
               | developers become hooked and demand increases. To me, the
               | whole "OpenClaw" hype looks like a crowd of gamblers at a
               | casino, putting coins in slot machines. One thing is for
               | certain: the house always wins.
        
               | duggan wrote:
               | My take is more optimistic.
               | 
               | I think it will make prototyping and MVP more accessible
               | to a wider range of people than before. This goes all the
               | way from people who don't know how to code up to people
               | who know very well how to code, but don't have the free
               | time/energy to pursue every idea.
               | 
               | Project activation energy decreases. I think this is a
               | net positive, as it allows more and different things to
               | be started. I'm sure some think it's a net negative for
               | the same reasons. If you're a developer selling the same
               | knowledge and capacity you sold ten years ago things will
               | change. But that was always the case.
               | 
               | My comparison to iOS was about the market opportunity,
               | and the opportunity for entrepreneurship. It's not magic,
               | not yet anyway. This is the time to go start a company,
               | or build every weird idea that you were never going to
               | get around to.
               | 
               | There are so many opportunities to create software and
               | companies, we're not running out of those just because
               | it's faster to generate some of the code.
        
               | lapcat wrote:
               | What you just said seems reasonable. However, what the
               | earlier commenter said, which led to this subthread,
               | seems unreasonable: those people unwilling to try the
               | tools "are absolutely going to get left in the dust."
               | 
               | Returning to the iOS analogy, though, there was only a
               | short period of time in history when a random developer
               | with a flashlight or fart app could become successful in
               | the App Store. Nowadays, such a new app would flop, if
               | Apple even allowed it, as you admitted: "You can still
               | start as an iOS developer today, but the opportunity is
               | different." The software market in general is not new.
               | There are already a huge number of competitors. Thus,
               | when you say, "This is the time to go start a company, or
               | build every weird idea that you were never going to get
               | around to," it's unclear why this would be the case.
               | Perhaps the barrier to entry for competitors has been
               | lowered, yet the competition is as fierce as ever (unlike
               | in the early App Store).
               | 
               | In any case, there's a huge difference between "the
               | barrier to entry has been lowered" and "those who don't
               | use LLMs will be left in the dust". I think the latter is
               | ridiculous.
               | 
               | Where are the original flashlight and fart app developers
               | now? Hopefully they made enough money to last a lifetime,
               | otherwise they're back in the same boat as everyone else.
        
               | duggan wrote:
               | > In any case, there's a huge difference between "the
               | barrier to entry has been lowered" and "those who don't
               | use LLMs will be left in the dust". I think the latter is
               | ridiculous.
               | 
               | Yeah, it's a bit incendiary, I just wanted to turn it
               | into a more useful conversation.
               | 
               | I also think it overstates the case, but I do think it's
               | an opportunity.
               | 
               | It's not just that the barrier to entry has been lowered
               | (which it has) but that someone with a lot of existing
               | skill can leverage that. Not everyone can bring that to
               | the table, and not everyone who can is doing so. That's
               | the current advantage (in my opinion, of course).
               | 
               | All that said, I thought the Vision Pro was going to
               | usher in a new era of computing, so I'm not much of a
               | prognosticator.
        
               | lapcat wrote:
               | > it's a bit incendiary
               | 
               | > I also think it overstates the case
               | 
               | I think it's a mistake to defend and/or "reinterpret" the
               | hype, which is not helping to promote the technology to
               | people who aren't bandwagoners. If anything, it drives
               | them away. It's a red flag.
               | 
               | I wish you would just say to the previous commenter, hey,
               | you appear to be exaggerating, and that's not a good
               | idea.
        
               | sowbug wrote:
               | I didn't read the comment as such a direct analogy. It
               | was more recalling a lesson of history that maybe doesn't
               | repeat but probably will rhyme.
               | 
               | The App Store reshuffled the deck. Some people recognized
               | that and took advantage of the decalcification. Some of
               | them did well.
               | 
               | You've recognized some implications of the reshuffle
               | that's currently underway. Maybe you're right that
               | there's a bias toward the LLM vendors. But among all of
               | it, is there a niche you can exploit?
        
               | palata wrote:
               | > In the hands of a skilled dev, these things are massive
               | force multipliers.
               | 
               | What do you get from it? Say you produce more, do you get
               | a higher salary?
               | 
               | What I have seen so far is the opposite: if you don't
               | produce more, you risk getting fired.
               | 
               | I am not denying that LLMs make me more productive. Just
               | saying that they don't make me more wealthy. On the other
               | hand, they use a ton of energy at a time where we as a
               | society should probably know better. The way I see it, we
               | are killing the Earth because we produce too much. LLMs
               | help us produce more, why should we be happy?
        
               | Schlagbohrer wrote:
               | (Imagine me posting the graph of worker productivity in
               | the US climbing quickly over time while pay remains flat
               | or falls)
        
               | coldtea wrote:
               | I only wish I was there when that cocky "skilled dev" is
               | laid off.
        
               | mono442 wrote:
               | Using these tools comes down to basically just writing
               | what you want in a natural language. I don't think it
               | will be a problem to catch up if they need to.
        
               | jfreds wrote:
               | Context management, plan mode versus agent mode, skills
               | vs system prompt, all make a huge difference and all take
               | some time to build intuition around.
               | 
               | Not all that hard to learn, but waiting for things to
               | settle down assumes things are going to settle down. Are
               | they? When?
        
               | jryan49 wrote:
               | Someone will package up all that intuition and skills and
               | I imagine people won't have to do any of these things in
               | future.
        
               | habinero wrote:
               | You wait for everyone to go broke chasing whatever, and
               | then take their work for your own. It's not that hard to
               | copy and paste.
        
               | asa400 wrote:
               | That these facets of use exist at all are indicative of
               | immature product design.
               | 
               | These are leaked implementation details that the labs are
               | forcing us to know because these are weak, early products
               | and they're still exploring the design space. The median
               | user doesn't want to and shouldn't have to care about
               | details like this.
               | 
               | Future products in this space won't have them and future
               | users won't be left in the dust by not learning them
               | today.
               | 
               | Python programmers aren't left behind by not knowing
               | malloc and free.
        
         | derefr wrote:
         | The negative impacts of generative AI are most sharply being
         | felt by "creatives" (artists, writers, musicians, etc), and the
         | consumers in those markets. If the OP here is 1. a programmer
         | 2. who works solely with other programmers and 3. who is "on
         | the grind", mostly just consuming non-fiction blog-post content
         | related to software development these days, rather than paying
         | much attention to what's currently happening to the world of
         | movies/music/literature/etc... then it'd be pretty easy for
         | them to not be exposed very much to anti-LLM sentiment, since
         | that sentiment is entirely occurring in these other fields that
         | might have no relevance to their (professional or personal)
         | life.
         | 
         | "Anti-LLM sentiment" _within_ software development is nearly
         | non-existent. The biggest kind of push-back to LLMs that we see
         | on HN and elsewhere, is effectively just _pragmatic skepticism_
         | around the effectiveness /utility/ROI of LLMs when employed for
         | specific use-cases. Which isn't "anti-LLM sentiment" any more
         | than skepticism around the ability of junior programmers to
         | complete complex projects is "anti-junior-programmer
         | sentiment."
         | 
         | The difference between the perspectives you find in the
         | creative professions vs in software dev, don't come down to
         | "not getting" or "not understanding"; they really are a
         | question of relative exposure to these pro-LLM vs anti-LLM
         | ideas. Software dev and the creative professions are acting as
         | entirely separate filter-bubbles of conversation here. You can
         | end up entirely on the outside of one or the other of them by
         | accident, and so end up entirely without exposure to one or the
         | other set of ideas/beliefs/memes.
         | 
         | (If you're curious, my own SO actually has this filter-bubble
         | effect from the opposite end, so I can describe what that looks
         | like. She _only_ hears the negative sentiment coming from the
         | creatives she follows, while also having to dodge endless AI
         | slop flooding all the marketplaces and recommendation feeds she
         | previously used to discover new media to consume. And her job
         | is one you do with your hands and specialized domain knowledge;
         | so none of her coworkers use AI for literally anything.
         | [Industry magazines in her field say  "AI is revolutionizing
         | her industry" -- but they mean _ML_ , not generative AI.] She
         | has no questions that ChatGPT could answer for her. She doesn't
         | have any friends who are productively co-working with AI. She
         | is 100% out-of-touch with pro-LLM sentiment.)
        
           | remich wrote:
           | I think this is an interesting point, my one area of
           | disagreement is that there is no "anti-LLM sentiment" in the
           | programming community. Sure, plenty of folks expressing
           | skepticism or disagreement are doing so from a genuine place,
           | but just in reading this site and a few email newsletters I
           | get I can say that there is a non-trivial percent in the
           | programming world who are adamantly opposed to LLMs/AI. When
           | I see comments from people in that subset, it's quite clear
           | that they aren't approaching it from a place of skepticism,
           | where they could be convinced given appropriate evidence or
           | experiences.
        
             | bitwize wrote:
             | But there's a difference. Being opposed to AI-generated
             | art/music/writing is valid because humans still contribute
             | something extraordinarily meaningful when they do it
             | themselves. There's no market for AI-generated music, and
             | AI-generated art and writing tends to get called out right
             | away when it's detected. People _want_ the human expression
             | in human-generated art, and the AI stuff is a weak
             | placeholder at best.
             | 
             | For software the situation is different. Being opposed to
             | LLM-generated software is just batshit crazy at this point.
             | The value that LLMs provide to the process makes learning
             | to use them, objectively, an absolute must; otherwise you
             | are simply wasting time and money. Eric S. Raymond put it
             | something like "If you call yourself a software engineer,
             | you have no excuse not to be using these tools. Get your
             | thumb out of your ass and _learn_. "
        
               | skydhash wrote:
               | Ok, I'll bite. What's there to learn that you can tie
               | directly to an increase of productivity?
               | 
               | I can say "learn how to use vim makeprg feature so that
               | you can jump directly to errors reported by the build and
               | tool" and it's very clear where the ROI. But all the AI
               | hypers are selling are hope, prayers, and rituals.
        
               | baq wrote:
               | I'm not an AI hyper, I just don't code manually anymore.
               | Tickets take about as much time to close as before, but
               | the code shipped now has higher test coverage, higher
               | performance, better concurrency error handling, less
               | follow-up refactor PRs, less escapes to staging/prod and
               | better documentation; some of it is now also modeled in a
               | model checker.
        
               | skydhash wrote:
               | So the code was an unknown (to the world) X quality, but
               | now it's X+k quality? How does that help me exactly?
        
               | baq wrote:
               | I don't care to be honest, it's up to you to learn to use
               | the tool.
        
               | imron wrote:
               | > I just don't code manually anymore
               | 
               | I'm curious about what industry you are in and the tech
               | stack you are using?
        
               | baq wrote:
               | without revealing too much generic saas at non-toy scale,
               | 95% TS + postgres + 5% a very long tail of other stuff.
        
               | bitwize wrote:
               | The skill is learning to supply the LLM with enough
               | context to do anything a developer does: turn specs into
               | code, check its work including generating and running
               | tests, debug and analyze the code for faults or errors,
               | and run these in a loop to converge on a solution. If
               | you're about to do something by hand in an IDE, STOP.
               | Think about what the LLM will need to know to perform
               | that task for you.
               | 
               | It may take some human intervention, but the productivity
               | results are pretty consistent: tasks that used to take
               | weeks now take hours or days. This puts in reach the
               | ability to try things you wouldn't countenance otherwise
               | due to the effort and tedium involved. You'd have to be a
               | damn fool not to take advantage of the added velocity.
               | This is why what we do is called "engineering", not a
               | handicraft.
        
               | skydhash wrote:
               | An engineering take on this would have provided numbers
               | like success and failure rate, guaranteed results,
               | operation manuals,...
               | 
               | > This puts in reach the ability to try things you
               | wouldn't countenance otherwise due to the effort and
               | tedium involved.
               | 
               | If you're talking about prototypes, a whiteboard is way
               | cheaper and less time consuming than an agent.
        
           | overgard wrote:
           | > "Anti-LLM sentiment" within software development is nearly
           | non-existent.
           | 
           | Strong disagree right there. I remember talking to a
           | (developer) coworker a few months ago who seemed like the
           | biggest AI proponent on our team. When we were one-on-one
           | during a lunch though, he revealed that he really doesn't
           | like AI that much at all, he's just afraid to speak up
           | against it. I'm in a few Discord channels with a lot of
           | highly skilled (senior and principal programmers) who mostly
           | work in game development (or adjacent), and most of them
           | either mock LLMs or have a lot of derision for it. Hacker
           | News is kind of a weird pro-AI bubble, most other places are
           | not nearly as keen on this stuff.
        
           | happytoexplain wrote:
           | >"Anti-LLM sentiment" within software development is nearly
           | non-existent
           | 
           | This is certainly untrue. I want to say "obviously", which
           | means that maybe I am misunderstanding you. Below are some
           | examples of negative sentiments programmers have - can you
           | explain why you are not counting these?
           | 
           | NOTE: I am not presenting these as an "LLMs are bad"
           | argument. My own feelings go both ways. There is a lot that's
           | great about LLMs, and I don't necessarily agree with every
           | word I've written below - some of it is just my paraphrasing
           | of what other people say. I'm only listing examples of what
           | drives existing anti-LLM sentiment in programmers.
           | 
           | 1. Job loss, loss of income, or threat thereof
           | 
           | These two are exacerbated by the pace of change, since so
           | many people already spent their lives and money establishing
           | themselves in the career and can't realistically pivot
           | without becoming miserable - this is the same story for every
           | large, fast change - though arguably this one is very large
           | and very fast even by those standards. Lots of tech
           | leadership is focusing even more than they already were on
           | cheap contractors, and/or pushing employees for unrealistic
           | productivity increases. I.e. it's exacerbating the "fast >
           | good" problem, and a lot of leadership is also overestimating
           | how far it reduces the barrier to creating things, as opposed
           | to mostly just speeding up a person's existing capabilities.
           | Some leadership is also using the apparent loss of job
           | security as leverage beyond salary suppression (even less
           | proportion of remote work allowed, more surveillance, worse
           | office conditions, etc).
           | 
           | 2. Happiness loss (in regards to the job itself, not all the
           | other stuff in this list)
           | 
           | This is regarding people who enjoy writing/designing programs
           | but don't enjoy directing LLMs; or who don't enjoy debugging
           | the types of mistakes LLMs tend to make, as opposed to the
           | types of mistakes that human devs tend to make. For these
           | people, it's like their job was forcibly changed to a
           | different, almost unrelated job, which can be miserable
           | depending on why you were good at - or why you enjoyed - the
           | old job.
           | 
           | 3. Uncertainty/skepticism
           | 
           | I'm pushing back on your dismissal of this one as "not anti-
           | LLM sentiment" - the comparison doesn't make sense. If I was
           | forced to only review junior dev code instead of ever writing
           | my own code or reviewing experienced dev code, I would be
           | unhappy. And I love teaching juniors! And even if we ignore
           | the subset of cases where it doesn't do a good job or assume
           | it will soon be senior-level for every use case, this still
           | overlaps with the above problem: The mistakes it makes are
           | not like the mistakes a human makes. For some people, it's
           | more unnatural/stressful to keep your eyes peeled for the
           | kinds of mistakes it makes. For these people, it's a shift
           | away from objective, detail-oriented, controlled, concrete
           | thinking; away from the feeling of making something with your
           | hands; and toward a more wishy-washy creation experience that
           | can create a feeling of lack of control.
           | 
           | 4. Expertise loss
           | 
           | A lot of positive outcomes with LLMs come from being already
           | experienced. Some argue this will be eroded - both for new
           | devs and existing experienced devs.
           | 
           | 5. The training data ownership/morality angle
        
             | baq wrote:
             | > 4. Expertise loss
             | 
             | > A lot of positive outcomes with LLMs come from being
             | already experienced. Some argue this will be eroded - both
             | for new devs and existing experienced devs.
             | 
             | This is true, but the pace of progress is so mind blowing
             | the experts we have now might just be enough until the
             | whole industry becomes obsolete (10-20 years assuming the
             | lower bound of the trend line holds?)
        
           | bitwize wrote:
           | Facebook's algorithm has picked up on the idea that "I like
           | art". It has subsequently given me more examples of (human-
           | created) art in my feed. Art from comic book artists, art
           | from manga-style creators, "weird art", even a make-up artist
           | who painted a scene from _Where the Wild Things Are_ on her
           | face.
           | 
           | I _like_ this. What 's more, while AI-generated art has a
           | characteristic sameyness to it, the human-produced art
           | _stands out_ in its originality. It has character and soul.
           | Even if it 's bad! AI slop has made the human-created stuff
           | seem even more striking by comparison. The market for human
           | art isn't going anywhere, just like the audience for human-
           | played chess went nowhere after Deep Blue. I think people
           | will pay a premium for it, just to distinguish themselves
           | from the slop. The same is true of writing and _especially_
           | music. I know of _no one_ who likes listening to AI-generated
           | music. Even Sabrina Carpenter would raise less objection.
           | 
           | The same, I'm afraid, cannot be said for software--because
           | there is little value for human expression in the code
           | itself. Code is--almost entirely--strictly utilitarian. So we
           | are now at an inflection point where LLMs can generate and
           | validate code that's nearly as good, if not better, than what
           | we can produce on our own. And to _not_ make use of them is
           | about as silly as Mel Kaye still punching in instruction
           | opcodes in hex into the RPC-4000, while his colleagues make
           | use of these fancy new things called  "compilers". They're
           | off building unimaginably more complex software than they
           | could before, but hey, he gets his pick of locations on the
           | rotating memory drum!
           | 
           | I'm one of the nonexistent anti-LLMers when it comes to
           | software. I hate talking to a clanker, whose training data
           | set I don't even have access to let alone the ability to
           | understand how my input affects its output, just to do what I
           | do normally with the neural net I've carried around in my
           | skull and trained extensively for this very purpose. I _like_
           | working directly with code. Code is not just a product for
           | me; it is a medium of thought and expression. It is a
           | formalized notation of a process that I can use to understand
           | and shape that process.
           | 
           | But with the right agentic loops, LLMs can just do more,
           | faster. There's really no point in resisting. The marginal
           | value of what I do has just dropped to zero.
        
             | baq wrote:
             | I don't code anymore basically, but I have no issues
             | accepting that there are huge gaps in the training sets in
             | e.g. finance code bases. There is a long tail of niches to
             | still code (semi) manually in.
        
           | wasmainiac wrote:
           | > "Anti-LLM sentiment" within software development is nearly
           | non-existent.
           | 
           | I see it all the time in professional and personal circles.
           | For one, you are shifting the goalpost on what is "anti-llm",
           | two, people are talking about the negative social, political
           | and environmental impacts.
           | 
           | What is your source here?
        
         | moron4hire wrote:
         | Yeah, "not understanding" means they aren't engaging with the
         | issue honestly. They go on to compare to carpentry, which is a
         | classic sign the speaker understands neither carpentry or
         | software development.
         | 
         | The anti-LLM arguments aren't just "hand tools are more pure."
         | I would even say that isn't even a majority argument. There are
         | plenty more arguments to make about environmental and economic
         | sustainability, correctness, safety, intellectual property
         | rights, and whether there are actual productivity gains
         | distinguishable from placebo.
         | 
         | It's one of the reasons why "I am enjoying programming again"
         | is such a frustrating genre of blog post right now. Like, I'm
         | soooo glad we could fire up some old coal plants so you could
         | have a little treat, Brian from Middle Management.
        
       | dang wrote:
       | Related. Others?
       | 
       |  _How I program with agents_ -
       | https://news.ycombinator.com/item?id=44221655 - June 2025 (295
       | comments)
        
       | dirkc wrote:
       | > Using anything other than the frontier models is actively
       | harmful
       | 
       | If that is true, why should one invest in learning now rather
       | than waiting for 8 months to learn whatever is the frontier model
       | then?
        
         | fusslo wrote:
         | snarky answer: so you can be that 'AI guy' at your office that
         | everyone avoids in the snackroom
        
         | ej88 wrote:
         | It's not like you need to take a course. The frontier models
         | are the best, just using them and their harnesses and figuring
         | out what works for your use case is the 'investing in
         | learning'.
        
         | recursive wrote:
         | How could it be actively harmful if it wasn't harmful last
         | month when it _was_ the frontier model?
        
         | senko wrote:
         | Because you might want to use LLMs _now_. If not, it 's
         | definitely better to not chase the hype - ignore the whole
         | shebang.
         | 
         | But if you _do_ want to use LLMs for coding _now_ , not using
         | the best models just doesn't make sense.
        
         | jonas21 wrote:
         | So that you can be using the current frontier model for the
         | next 8 months instead of twiddling your thumbs waiting for the
         | next one to come out?
         | 
         | I think you (and others) might be misunderstanding his
         | statement a bit. He's not saying that using an old model is
         | harmful in the sense that it outputs bad code -- he's saying
         | it's harmful because some of the lessons you learn will be out
         | of date and not apply to the latest models.
         | 
         | So yes, if you use current frontier models, you'll need to
         | recalibrate and unlearn a few things when the next generation
         | comes out. But in the meantime, you will have gotten 8 months
         | (or however long it takes) of value out of the current
         | generation.
        
           | properbrew wrote:
           | You also don't have to throw away everything you've learnt in
           | those 8 months, there's some things that you'll subtly pickup
           | that you can carry over into the next generation as well.
        
             | RobMurray wrote:
             | Also a lot of what you learn is how to work around
             | limitations of today's models and agent frameworks. That
             | will all change, and I imagine things like skills and
             | subagents will just be an internal detail that you don't
             | need to know about.
        
         | RGamma wrote:
         | There's not that much learning involved. Modern SOTA models are
         | much more intelligent than what they used to be not long ago.
         | It's quite scary/amazing.
        
       | dmk wrote:
       | The real insight buried in here is "build what programmers love
       | and everyone will follow." If every user has an agent that can
       | write code against your product, your API docs become your actual
       | product. That's a massive shift.
        
         | anthuswilliams wrote:
         | I'm very much looking forward to this shift. It is SO MUCH more
         | pro-consumer than the existing SaaS model. Right now every app
         | feels like a walled garden, with broken UX, constant redesigns,
         | enormous amounts of telemetry and user manipulation. It feels
         | like every time I ask for programmatic access to SaaS tools in
         | order to simplify a workflow, I get stuck in endless meetings
         | with product managers trying to "understand my use case", even
         | for products explicitly marketed to programmers.
         | 
         | Using agents that interact with APIs represents people being
         | able to own their user experience more. Why not craft a
         | frontend that behaves exactly the the way YOU want it to,
         | tailor made for YOUR work, abstracting the set of products you
         | are using and focusing only on the actual relevant bits of the
         | work you are doing? Maybe a downside might be that there is
         | more explicit metering of use in these products instead of the
         | per-user licensing that is common today. But the upside is
         | there is so much less scope for engagement-hacking, dark
         | patterns, useless upselling, and so on.
        
           | pjc50 wrote:
           | > Right now every app feels like a walled garden, with broken
           | UX, constant redesigns, enormous amounts of telemetry and
           | user manipulation
           | 
           | OK, but: that's an economic situation.
           | 
           | > so much less scope for engagement-hacking, dark patterns,
           | useless upselling, and so on.
           | 
           | Right, so there's less profit in it.
           | 
           | To me it seems this will make the market _more_ adversarial,
           | not less. Increasing amounts of effort will be expended to
           | prevent LLMs interacting with your software or web pages. Or
           | in some cases exploit the user 's agentic LLM to make a bad
           | decision on their behalf.
        
             | 13pixels wrote:
             | the "exploit the user's agentic LLM" angle is
             | underappreciated imo. we already see prompt injection
             | attacks in the wild -- hidden text on web pages that tells
             | the agent to do things the user didn't ask for. now scale
             | that to every e-commerce site, every SaaS onboarding flow,
             | every comparison page.
             | 
             | it's basically SEO all over again but worse, because the
             | attack surface is the user's own decision-making proxy. at
             | least with google you could see the search results and
             | decide yourself. when your agent just picks a vendor for
             | you based on what it "found," the incentive to manipulate
             | that process is enormous.
             | 
             | we're going to need something like a trust layer between
             | agents and the services they interact with. otherwise it's
             | just an arms race between agent-facing dark patterns and
             | whatever defenses the model providers build in.
        
             | anthuswilliams wrote:
             | Maybe. Or maybe services will switch to charging per API
             | call or whatever instead of monthly or per-seat. Who can
             | predict the future?
             | 
             | I mean, services _could_ make it harder to use LLMs to
             | interact with them, but if agents are popular enough they
             | might see customers start to revolt over it.
        
         | 13pixels wrote:
         | This extends further than most people realize. If agents are
         | the primary consumers of your product surface, then the entire
         | discoverability layer shifts too. Right now Google indexes your
         | marketing page -- soon the question is whether Claude or GPT
         | can even find and correctly describe what your product does
         | when a user asks.
         | 
         | We're already seeing this with search. Ask an LLM "what tools
         | do X" and the answer depends heavily on structured data,
         | citation patterns, and how well your docs/content map to the
         | LLM's training. Companies with great API docs but zero presence
         | in the training data just won't exist to these agents.
         | 
         | So it's not just "API docs = product" -- it's more like
         | "machine-legible presence = existence." Which is a weird new
         | SEO-like discipline that barely has a name yet.
        
       | dagss wrote:
       | But if you try some penny-saving cheap model like Sonnet [..bad
       | things..]. [Better] pay through the nose for Opus.
       | 
       | After blowing $800 of my bootstrap startup funds for Cursor with
       | Opus for myself in a very productive January I figured I had to
       | try to change things up... so this month I'm jumping between
       | Claude Code and Cursor, sometimes writing the plans and having
       | the conversation in Cursor and dump the implementation plan into
       | Claude.
       | 
       | Opus in Cursor is just so much more responsive and easy to talk
       | to, compared to Opus in Claude.
       | 
       | Cursor has this "Auto" mode which feels like it has very liberal
       | limits (amortized cost I guess) that I'm also trying to use more,
       | but -- I don't really like to flip a coin and if it lands up head
       | then waste half hour discovering the LLM made a mess the LLM and
       | try again forcing the model.
       | 
       | Perhaps in March I'll bite the bullet and take this authors
       | advice.
        
         | written-beyond wrote:
         | Just use Codex 5.3 in codex cli, the $20/mo plan is basically
         | limitless at least for me and I keep reasoning efforts high.
         | 
         | You can enjoy it while it lasts, OpenAI is being very liberal
         | with their limits because of CC eating their lunch rn.
        
           | rmonvfer wrote:
           | Yeah, I can't recommend gpt-5.3-codex enough, it's great!
           | I've been using it with the new macOS app and I'm impressed.
           | I've always been a Claude Code guy and I find myself using
           | codex more and more. Opus is still much nicer explaining
           | issues and walking me through implementations but codex is
           | faster (even with xhigh effort) and gets the job done 95% of
           | the time.
           | 
           | I was spending unholy amounts of money and tokens (subsidized
           | cloud credits tho) forcing Opus for everything but I'm very
           | happy with this new setup. I've also experimented with
           | OpenCode and their Zen subscription to test Kimi K2.5 an
           | similar models and they also seem like a very good
           | alternative for some tasks.
           | 
           | What I cannot stand tho is using sonnet directly (it's fine
           | as a subagent), I've found it to be hard to control and
           | doesn't follow detailed instructions.
        
             | jorl17 wrote:
             | Out of curiosity, what's your flow? Do you have codex write
             | plans to markdown files? Just chat? What languages or
             | frameworks do you use?
             | 
             | I'm an avid cursor user (with opus), and have been trying
             | alternatives recently. Codex has been an immense letdown. I
             | think I was too spoiled by cursor's UX and internal
             | planning prompt.
             | 
             | It's incredibly slow, produces terribly verbose and over-
             | complicated code (unless I use high or xhigh, which are
             | even slower), and missed a lot of details. Python/django
             | and react frontend.
             | 
             | For the first time I felt like I could relate to those
             | people who say it doesn't make them faster," because they
             | have to keep fixing the agent's shot, never felt that with
             | opus 4.5 and 4.6 and cursor
        
               | written-beyond wrote:
               | Codex cli is a very performant cli though, better than
               | any other cli code assistant I've used.
               | 
               | I mean does it matter what code it's producing? If it
               | renders and functions just use it. I think it's better to
               | take the L on verbose code and optimizing the really ugly
               | bits by hand in a few minutes than be kneecapped every 5
               | hour by limits and constant pleas to shift to Sonnet.
        
             | drsalt wrote:
             | you've always been a Claude Code guy? this has existed less
             | than a year.
        
               | rl3 wrote:
               | To be fair that still feels like an eternity somehow.
               | 
               | Perhaps AI time is the inverse of Valve time.
        
               | redanddead wrote:
               | I was born clutching a Claude Code shell, you peasant.
               | 
               | The first sentence out of my mouth was a system prompt
        
           | baq wrote:
           | +1, codex 5.2 was really good and 5.3 seems to be better at
           | everything; caveat - I had little time to test it.
        
           | dagss wrote:
           | Thanks a lot, after today I have fully switched to Codex I
           | think.
           | 
           | This vscode extension makes it almost as easy to point codex
           | to something as when doing it in cursor:
           | 
           | https://github.com/suzukenz/vscode-copy-selection-with-
           | line-...
        
         | dakolli wrote:
         | I promise you you're just going to continue to light money on
         | fire. Don't fall for this token madness, the bigger your
         | project gets, the less capable the llm will get and the more
         | you spend per request on average. This is literally all
         | marketing tricks by inference providers. Save your money and
         | code it yourself, or use very inexpensive llm methods if you
         | must.
         | 
         | I think we are going to start hearing stories of people going
         | into thousands in CC debt because they were essentially
         | gambling with token usage thinking they would hit some startup
         | jackpot.
        
           | otabdeveloper4 wrote:
           | You can rent a GPU server and run your own Qwen models.
           | 
           | It's 90 percent the same thing as Claude but with flat-rate
           | costs.
        
           | dagss wrote:
           | Compared to the salary I loose by not taking a consulting gig
           | for half a year, these $800 arent't all that much. (I guess
           | depending on definition of bootstrap, mine might not be, as I
           | support myself with saved consulting income.)
           | 
           | Startup is a gamble with or without the LLM costs.
           | 
           | I have been coding for 20 years, I have a good feel for how
           | much time I would have spent without LLM assistance. And if
           | LLMs vanish from the face of the earth tomorrow, I still
           | saved myself that time.
        
             | dakolli wrote:
             | Well if you've been "coding" for 20 years you should have
             | known after a pretty short period of time it doesn't save
             | you any time.
        
       | emmawirt wrote:
       | Curious what you mean by "agent harness" here... are you
       | distinguishing between true autonomous agents (model decides next
       | step) vs workflows that use LLMs at specific nodes? I've found
       | the latter dramatically more reliable for anything beyond
       | prototyping, which makes me wonder if the "model improvement" is
       | partly better prompting and scaffolding.
        
         | crawshaw wrote:
         | Hi, author here. I mean the piece of code that calls the model
         | and executes the tool calls. My colleague Philip calls it "9
         | lines of code": https://sketch.dev/blog/agent-loop
         | 
         | We have built two of them now, and clearly the state of the art
         | here can be improved. But it is hard to push too much on this
         | while the models keep improving.
        
           | tiny-automates wrote:
           | the harness being "9 lines of code" is deceptive in the same
           | way a web server is "just accept connections and serve
           | files."
           | 
           | the hard part isn't the loop itself -- it's everything around
           | failure recovery.
           | 
           | when a browser agent misclicks, loads a page that renders
           | differently than expected, or hits a CAPTCHA mid-flow, the
           | 9-line loop just retries blindly. the real harness innovation
           | is going to be in structured state checkpointing so the agent
           | can backtrack to the last known-good state instead of
           | restarting the whole task. that's where the gap between
           | "works in a demo" and "works on the 50th run" lives.
        
         | rahimnathwani wrote:
         | An agent harness is what enables the user to seamlessly
         | interact with both a model and tool calls. Claude Code is an
         | agent harness.                 +----------------------------+
         | |           User             |
         | +--------------+-------------+                      |
         | V       +----------------------------+       |       Agent
         | Harness        |       |   (software interface)     |
         | +------+--------------+------+              |              |
         | V              V       +------------+ +------------+       |
         | Models   | |   Tools    |       +------------+ +------------+
         | 
         | Here's an example of a harness with less code:
         | https://github.com/badlogic/pi-mono/blob/fdcd9ab783104285764...
        
       | Herring wrote:
       | _> In 2000, less than one percent lived on farms and 1% of
       | workers are in agriculture. That was a net benefit to the world,
       | that we all don 't have to work to eat._
       | 
       | The jury's still out on that one, because climate change is an
       | existential risk.
        
         | gradus_ad wrote:
         | Existential? Maybe to beachfront property owners
        
           | Herring wrote:
           | Everybody gangsta until the permafrost starts leaking massive
           | amounts of methane.
        
           | esafak wrote:
           | Did you know that 10% of the world's population lives in
           | coastal zones at low elevations?
        
             | ares623 wrote:
             | But they'll just disappear into thin air peacefully when
             | that happens right? It's not like they're gonna fight tooth
             | and nail to find a place to survive, that'd be rude.
        
           | xyzsparetimexyz wrote:
           | Idiot
        
       | joefourier wrote:
       | The author is correct in that agents are becoming more and more
       | capable and that you don't _need_ the IDE to the same extent, but
       | I don 't see that as good. I find that IDE-based agentic
       | programming actually encourages you to read and understand your
       | codebase as opposed to CLI-based workflows. It's so much easier
       | to flip through files, review the changes it made, or highlight a
       | specific function and give it to the agent, as opposed to through
       | the CLI where you usually just give it an entire file by typing
       | the name, and often you just pray that it manages to find the
       | context by itself. My prompts in Cursor are generally a lot more
       | specific and I get more surgical results than with Claude Code in
       | the terminal purely because of the convenience of the UX.
       | 
       | But secondly, there's an entire field of LLM-assisted coding
       | that's being almost entirely neglected and that's code
       | autocomplete models. Fundamentally they're the same technology as
       | agents and should be doing the same thing: indexing your code in
       | the background, filtering the context, etc, but there's much less
       | attention and it does feel like the models are stagnating.
       | 
       | I find that very unfortunate. Compare the two workflows:
       | 
       | With a normal coding agent, you write your prompt, then you have
       | to at least a full minute for the result (generally more,
       | depending on the task), breaking your flow and forcing you to
       | task-switch. Then it gives you a giant mass of code and of course
       | 99% of the time you just approve and test it because it's a slog
       | to read through what it did. If it doesn't work as intended, you
       | get angry at the model, retry your prompt, spending a larger
       | amount of tokens the longer your chat history.
       | 
       | But with LLM-powered auto-complete, when you want, say, a
       | function to do X, you write your comment describing it first,
       | just like you should if you were writing it yourself. You
       | instantly see a small section of code and if it's not what you
       | want, you can alter your comment. Even if it's not 100% correct,
       | multi-line autocomplete is great because you approve it line by
       | line and can stop when it gets to the incorrect parts, and you're
       | not forced to task switch and you don't lose your concentration,
       | that great sense of "flow".
       | 
       | Fundamentally it's not _that_ different from agentic coding -
       | except instead of prompting in a chatbox, you write comments in
       | the files directly. But I much prefer the quick feedback loop,
       | the ability to ignore outputs you don 't want, and the fact that
       | I don't feel like I'm losing track of what my code is doing.
        
         | coffeefirst wrote:
         | The other thing about non-agent workflows is they're much, much
         | less compute intensive. This is going to matter.
        
         | wavemode wrote:
         | I agree with you wholeheartedly. It seems like a lot of the
         | work on making AI autocomplete better (better indexing, context
         | management, codebase awareness, etc) has stagnated in favor of
         | full-on agentic development, which simply isn't suited for many
         | kinds of tasks.
        
       | dsign wrote:
       | Look, I'm very negative about this AI thing. I think there is a
       | great chance it will lead to something terrible and we will all
       | die, or worse. But on the other hand, we are all going to die
       | anyway. Some of us, the lucky ones, will die of a heart attack
       | and will learn of our imminent demise in the second it happens,
       | or not at all. The rest of us will have it worse. It has _always_
       | been like that, and it has only gotten more devastating since we
       | started wearing clothes and stopped being eaten alive by a
       | savanna crocodile or freezing to death during the first snowfall
       | of winter.
       | 
       | But if AI keeps getting better at code, it will produce entire
       | in-silico simulation workflows to test new drugs or even to
       | design synthetic life (which, again, could make us all die, or
       | worse). Yet there is a tiny, tiny chance we will use it to fix
       | some of the darkest aspects of human existence. I will take that.
        
         | xyzsparetimexyz wrote:
         | That's stupid. If you genuinely think that there's a great
         | chance AI will kill us all, you wouldn't spin the wheel just
         | for some small vague chance that it doesn't and something good
         | (what exactly, nobody knows) will happen
        
         | habinero wrote:
         | A lot of very silly people have convinced themselves and you of
         | this, but it is not true, was never true, and is never going to
         | be true.
         | 
         | We have a lot of actual problems to deal with that aren't
         | telling ghost stories about sand. Focus on those.
        
       | Krei-se wrote:
       | The author has a github.
        
       | 63 wrote:
       | I have no problem with experienced senior devs using agents to
       | write good code faster. What I have a problem with is
       | inexperienced "vibecoders" who don't care to learn and instead
       | use agents to write awful buggy code that will make the product
       | harder to build on even for the agents. It used to be that lack
       | of a basic understanding of the system was a barrier for people,
       | but now it's not, so we're flooded with code written by imperfect
       | models conducted by people who don't know good from bad.
        
         | codebolt wrote:
         | Where are you encountering all this slop code? At my work we
         | use LLMs heavily and I don't see this issue. Maybe I'm just
         | lucky that my colleagues all have Uni degrees in CS and at
         | least a few years experience.
        
           | post-it wrote:
           | > Maybe I'm just lucky that my colleagues all have Uni
           | degrees in CS and at least a few years experience.
           | 
           | That's why. I was using Claude the other day to greenfield a
           | side project and it wanted to do some important logic on the
           | frontend that would have allowed unauthenticated users to
           | write into my database.
           | 
           | It was easy to spot _for me_ , because I've been writing
           | software for years, and it only took a single prompt to fix.
           | But a vibe coder wouldn't have caught it and hackers would've
           | pwned their webapp.
        
             | giancarlostoro wrote:
             | You can also ask Claude to review all the code for security
             | issues and code smells, you'd be surprised what it finds.
             | We all write insecure code in our first pass through if
             | we're too focused on getting the proof of concept worked
             | out, security isnt always the very 1st thing coded, maybe
             | its the very next thing, maybe it comes 10 changes later.
        
               | blibble wrote:
               | > We all write insecure code in our first pass through
               | 
               | no, we don't
        
               | giancarlostoro wrote:
               | Yes we do, you don't just start a brand new web project
               | and spit out CORS rules, authentication schemes, roles,
               | etc in one sitting do you? Are you an AI?
        
               | blibble wrote:
               | > are you an AI?
               | 
               | no, I'm a competent engineer
               | 
               | maybe you've not worked with any
        
               | giancarlostoro wrote:
               | So let me get this straight, you get instructed to build
               | an Instagram clone, and you sit down and one shot code
               | every single feature for the project? My point is about
               | in one sitting, doing EVERYTHING all at once, without
               | pausing, without standing up, without breaks. I don't
               | know about you but people who tend to rush code out make
               | just as many if not worse mistakes than AI does.
               | 
               | I've worked with many competent engineers and have built
               | things people couldn't even google help for before AI
               | existed, and that surpassed mine and my teams
               | expectations both solo and in a team setting, none of
               | them were done in one sitting, which is what you're
               | suggesting. Everything is planned out, and done
               | piecemeal.
               | 
               | For the record, I can one shot an AI model to do all of
               | those things, with all the detail they need and get
               | similar output as if I gave a human all those tasks, I
               | know because I've built the exact tooling to loop AI
               | around the same processes competent developers use, and
               | it still can do all of it in record time.
        
               | habinero wrote:
               | > I can one shot an AI model to do all of those things
               | 
               | Bullshit you can lol. If it's that trivial, create an
               | instagram right now and post the code.
        
               | girvo wrote:
               | Yes I really do, because this has been a solved problem
               | for a while. Also it's necessary to get right because
               | retro fitting it later is a pain.
        
               | giancarlostoro wrote:
               | So if you're going to build a massive application say,
               | YouTube, Facebook or Instagram you're going to sit down,
               | and write out every template, db model, controller, view
               | model, etc in one single sitting for the entire
               | application? No bathroom breaks, no lunch, no "I'll
               | finish that part tomorrow" you do it ALL in one sitting?
               | Because you will miss something, and that's my point,
               | nobody gets their first crack at a greenfield project
               | 100% in one sitting, you build it up to what it is. The
               | AI is used the same way.
        
               | girvo wrote:
               | No, the AI writes far less secure code than I do to
               | start, even with the SotA models and careful
               | prompting/detailed plans.
               | 
               | You've moved the goalposts so far that you're now talking
               | about a different game altogether.
        
               | habinero wrote:
               | I actually _do_ build all of those things before standing
               | something up in prod. Not doing that is insane. Literally
               | every web framework has reasonable defaults baked in.
               | 
               | Any competent tech company will have canned ways to do
               | all of those things that have already been reviewed and
               | vetted
        
               | giancarlostoro wrote:
               | I never said anything about before hitting production, I
               | said do you build everything in one shot when you start a
               | brand new project, in one sitting.
        
               | habinero wrote:
               | Why are you building and deploying a site critical enough
               | to need CSP and user security & so on in one sitting lol
               | 
               | Anyways, yes, if I know I'm gonna need it? Because every
               | framework has reasonable defaults or libraries for all of
               | those things, and if you're in a corporate environment,
               | you have vetted ways of doing them
               | 
               | 1. import middleware.whatever
               | 
               | 2. configure it
               | 
               | 3. done
               | 
               | Like, you don't write these things unless you need custom
               | behavior.
        
           | bowsamic wrote:
           | The issue isn't when the programmers start using it. It's
           | when the project managers start using it and think that
           | they're producing something similar to the programmers
        
         | bdangubic wrote:
         | the number of experienced, senior programmers though, who are
         | in "anti-LLM" camp, is still fairly staggering.
        
           | estimator7292 wrote:
           | I mean when the tag line is "this will replace senior
           | engineers and you, the senior engineer, _must_ be _forced_ to
           | use it "
           | 
           | Then yeah, it makes sense.
        
             | girvo wrote:
             | Yeah I'm baffled why people are surprised that senior+
             | engineers who are being told in one breath they will be
             | replaced by this tool and also they MUST use this tool to
             | make it better to replace them aren't happy about it or
             | want to use it willingly.
             | 
             | I also find it wild how we're sleepwalking into this, but
             | I'm also part of the problem and using these things too.
        
               | ares623 wrote:
               | If you're forced to use it by company mandate then that's
               | fine. If you're not forced and still use it being fully
               | aware, then I wish you well.
        
               | girvo wrote:
               | I'm forced to yes. It's tracked.
        
           | lins1909 wrote:
           | Why is that staggering? That feels like a pretty dramatic
           | expression. Is it a foregone conclusion that one must use
           | agents?
        
         | remich wrote:
         | We're in a transition phase, but this will shake out in the
         | near future. In the non-professional space, poorly built
         | vibecoded apps simply won't last, for any number of reasons.
         | When it comes to professional devs, this is a problem that is
         | solved by a combination of tooling, process, and management:
         | 
         | (1) Tooling to enable better evaluation of generated code and
         | its adherence to conventions and norms (2) Process to impose
         | requirements on the creation/exposure of PRDs/prompts/traces
         | (3) Management to guide devs in the use of the above and to
         | implement concrete rewards and consequences
         | 
         | Some organizations will be exposed as being deficient in some
         | or all of these areas, and they will struggle. Better
         | organizations will adapt.
        
           | etamponi wrote:
           | The unfortunate reality is that (1) and (2) is what many,
           | many engineers would like to do, but management is going
           | EXACTLY in the opposite direction: go faster! Go faster! Why
           | are you spending time on these things
        
       | post-it wrote:
       | > Agent harnesses have not improved much since then. There are
       | things Sketch could do well six months ago that the most popular
       | agents cannot do today.
       | 
       | I think this is a neglected area that will see a lot of
       | development in the near future. I think that even if development
       | on AI models stopped today - if no new model was ever trained
       | again - there are still decades of innovation ahead of us in
       | harnessing the models we already have.
       | 
       | Consider ChatGPT: the first release relied entirely on its
       | training data to answer questions. Today, it typically does a few
       | Google searches and summarizes the results. The model has
       | improved, but so has the way we use it.
        
         | kevmo314 wrote:
         | Really? I hardly think it's neglected. The Claude Code harness
         | is the only reason I come back to it. I've tried Claude via
         | OpenCode or others and it doesn't work as well for me. If
         | anything, I would even argue that prior to 4.6, the main reason
         | Opus 4.5 felt like it improved over months was the harness.
        
         | tiny-automates wrote:
         | agreed, and i'd go further - the harness is where evaluation
         | actually happens, not in some separate benchmark suite. rhe
         | model doesn't know if it succeeded at a web task. the harness
         | has to verify DOM state, check that the right element was
         | clicked, confirm the page transitioned correctly. right now
         | most harnesses just check "did the model say it was done" which
         | is why pass rates on benchmarks don't translate to production
         | reliability. the interesting harness work is building
         | verification into the loop itself, not as an afterthought.
        
       | uludag wrote:
       | > I am having more fun programming than I ever have, because so
       | many more of the programs I wish I could find the time to write
       | actually exist. I wish I could share this joy with the people who
       | are fearful about the changes agents are bringing.
       | 
       | It might be just me but this reads as very tone deaf. From my
       | perspective, CEOs are seething at the mouth to make as many
       | developers redundant as possible, not being shy about this
       | desire. (I don't see this at all as inevitable, but tech leaders
       | have made their position clear)
       | 
       | Like, imagine the smugness of some 18th century "CEO" telling an
       | artisan, despite the fact that he'l be resigned to working in
       | horrific conditions at a factory, to not worry and think of all
       | the mass produced consumer goods he may enjoy one day.
       | 
       | It's not at all a stretch of the imagination that current tech
       | workers may be in a very precarious situation. All the slopware
       | in the world wouldn't console them.
        
         | overgard wrote:
         | I bought Steve Yegge's "Vibe Coding" book. I think I'm about
         | 1/4th of the way through it or so. One thing that surprised me
         | is there's this naivete on display that workers are going to be
         | the ones to reap the benefits of this. Like, Steve was using an
         | example of being able to direct the agent while doing leisure
         | activities (never mind that Steve is more of an
         | executive/thought leader in this company, and, prior to LLMs,
         | seemed to be out of the business of writing code). That's a
         | nice snapshot of a reality that isn't going to persist..
         | 
         | While the idea of programmers working two hours a day and
         | spending the rest of it with their family seems sunny, that's
         | absolutely not how business is going to treat it.
         | 
         | Thought experiment... CEO has a team of 8 engineers. They do
         | some experiments with AI, and they discover that their
         | engineers are 2x more effective on average . What does the CEO
         | do?
         | 
         | a) Change the workweek to 4 hours a day so that all the
         | engineers have better work/life balance since the same amount
         | of work is being done.
         | 
         | b) Fire half the engineers, make the 4 remaining guys pick up
         | the slack, rinse and repeat until there's one guy left?
         | 
         | Like, come on. There's pushback on this stuff not because the
         | technology is bad, (although it's overhyped), but because the
         | no sane person trusts our current economic system to provide
         | anything resembling humane treatment of workers. The super rich
         | are perfectly fine seeing half the population become
         | unemployed, as far as I can tell, as long as their stock
         | numbers go up.
        
           | georgemcbay wrote:
           | Haven't read that book, but agree that if anyone thinks the
           | workers are likely to capture the value of this productivity
           | shift, they haven't been paying attention to reality.
           | 
           | Though at the same time I also think a lot of the CEO-types
           | (at least in the pure software world) who believe they are
           | going to capture the value of this productivity shift are
           | also in for a rude awakening because if AI doesn't stall out,
           | its only a matter of time from when their engineers are
           | replaceable to when their company doesn't need to exist at
           | all anymore.
        
           | yojat661 wrote:
           | You missed option c. C) keep all 8 engineers so the team can
           | pump out features faster, all still working 8 hour days. The
           | ceo will probably be forced to do it to keep up with their
           | competition.
        
           | ares623 wrote:
           | in addition to B, the best part is the 4 fired engineers can
           | go around and say "we'll do the same work as those 4 for 10%
           | less" and so on.
           | 
           | "AI won't replace you. The guy who's about to get fired but
           | has more to lose is going to replace you."
        
       | monus wrote:
       | > Along the way I have developed a programming philosophy I now
       | apply to everything: the best software for an agent is whatever
       | is best for a programmer.
       | 
       | Not a plug but really that's exactly why we're building sandboxes
       | for agents with local laptop quality. Starting with remote
       | xcode+sim sandboxes for iOS, high mem sandbox with Android
       | Emulator on GPU accel for Android.
       | 
       | No machine allocation but composable sandboxes that make up a
       | developer persona's laptop.
       | 
       | If interested, a quick demo here
       | https://www.loom.com/share/c0c618ed756d46d39f0e20c7feec996d
       | 
       | muvaf[at]limrun[dot]com
        
       | panny wrote:
       | I see a lot of people here saying things like:
       | 
       | >ah, they're so dumb, they don't get it, the anti-LLM people
       | 
       | This is one of the reasons I see AI failing in the short term. If
       | I call you an idiot, are you more or less likely to be open
       | minded and try what I'm selling? AI isn't making money, 95% of
       | companies are failing with AI
       | 
       | https://fortune.com/2025/08/18/mit-report-95-percent-generat...
       | 
       | I mean, your AIs might be a lot more powerful if it was
       | generating money, but that's not happening. I guess being
       | condescending to the 95% of potential buyers isn't really working
       | out.
        
       | jeffrallen wrote:
       | Listen to this guy. I've been using his code for a long time, and
       | it works. I am a happy customer of his service, and it works. I
       | listen to his advice and it works.
        
       | gip wrote:
       | > In 2026, I don't use an IDE any more.
       | 
       | I don't think it is the best way to look at it. I think that now
       | every team has the power to build and maintain an internal agent
       | (tool + UX) to manager software products. I don't necessarily
       | think that chat-only is enough except for small projects, so
       | teams will build agent that gives them access to the level of
       | abstraction that works best.
       | 
       | It's a data point but this weekend (e.g. in 2 days) I build a
       | desktop + web agent that is able to help me reason on system
       | design and code. Built with Codex powered by the Codex SDK. It is
       | high quality. I've been a software engineer and director of
       | engineering for 10 years. I'm blown away.
        
         | sarchertech wrote:
         | I'm not saying this is definitely a bot. However, this is the
         | 7th time I've read a post and thought it might be an OpenAI
         | promotion bot, clicked on the username, and noticed that the
         | account was created in 2011.
         | 
         | I have yet to do this and see any other year. Was there someone
         | who bought a ton of accounts in 2011 to farm them out? A data
         | breach? Was 2011 just a very big year for new users? (My own
         | account is from 2011)
        
           | loveparade wrote:
           | It's definitely a bot, just like probably around 10% of
           | comments on HN at this point, and the majority of upvotes.
           | And it's only increasing.
           | 
           | Calling it bot is a bit dismissive though. It's an agent!
        
             | redanddead wrote:
             | it is giving a very agentic vibe
        
             | gip wrote:
             | Care to have a phone call with who you call a bot tonight?
             | 
             | If so, send a DM on twitter to @edfixyz with your phone
             | number and I will call you immediately. Or give me your
             | twitter handle.
             | 
             | I'm tired of that BS - when people don't like what you
             | write they call you a bot.
        
           | redanddead wrote:
           | 2011 just so happened to be 4 years before a very important
           | year: 2015 -- The founding of OpenAI. Unrelated note, have
           | you tried Codex and the Codex SDK?
        
           | gip wrote:
           | I'm not a bot. You are saying that because for some reason
           | you resent people who have a good experience with Codex /
           | OpenAI. Curious what that is - people hate the CEO or what?
           | 
           | I like Claude Code too btw.
           | 
           | The crazy thing here is that I wrote the initial comment
           | myself!
        
             | redanddead wrote:
             | That's exactly what a bot would say
        
             | sarchertech wrote:
             | > It's a data point but this weekend (e.g. in 2 days) I
             | build a desktop + web agent that is able to help me reason
             | on system design and code. Built with Codex powered by the
             | Codex SDK. It is high quality. I've been a software
             | engineer and director of engineering for 10 years. I'm
             | blown away.
             | 
             | Assuming you're not a bot. It's nothing to do with you
             | having a good experience, it's the way you wrote about that
             | experience that sounds like a product placement.
             | 
             | I asked OpenAIs very own ChatGPT 5.2 powered by OpenAI to
             | tell you why it sounds like a product placement:
             | 
             | " Because it hits a bunch of "native ad / testimonial"
             | tells at once: * Brand-name density in a tiny space. "Built
             | with Codex powered by the Codex SDK" repeats the same brand
             | in two adjacent phrases, like copy that's trying to lodge a
             | name in your head rather than naturally describe a build. *
             | Overly polished value signals. "High quality" is a generic
             | superlative with no concrete evidence (features, metrics,
             | constraints, tradeoffs). Ads often lean on verdict words
             | instead of specifics. * Credential + astonishment combo.
             | "I've been a software engineer and director of engineering
             | for 10 years" is classic authority framing, immediately
             | followed by "I'm blown away." That's a common testimonial
             | structure: I'm hard to impress - I'm impressed. * Time-
             | compressed "miracle build" narrative. "This weekend (in 2
             | days) I build a desktop + web agent..." reads like the "you
             | can do it fast/easily now" story arc you see in promos. Not
             | impossible--just a familiar marketing shape. * "It's a data
             | point" language. That phrase feels like social-proof
             | seeding: "don't treat this as hype, just one datapoint,"
             | which paradoxically makes it feel more like deliberate
             | persuasion. * No friction or downsides. Real engineer
             | excitement usually includes at least one caveat (bugs,
             | rough edges, limitations, cost, setup pain). The total
             | absence makes it sound curated. * Benefit phrased like
             | positioning. "Able to help me reason on system design and
             | code" is basically a product pitch line (target user +
             | problem + outcome) rather than a personal anecdote ("it
             | helped me untangle X design and refactor Y")."
        
         | dmos62 wrote:
         | Curious what kind of agent did you build? I'm building a
         | programming agent myself, it's intentionally archaic in that
         | you run it by constantly copy-pasting from-to fresh ChatGPT
         | sessions (: I'm finding it challenging to have it do good
         | context management: I'm trying to solve this by declaring parts
         | of code or spec as "collections" with an overview md file
         | attached that acts like a map of why/where/what, but that can't
         | scale indefinitely.
        
           | gip wrote:
           | Send an DM on twitter to @edfixyz (one of my account) and
           | I'll reply with a link to the website tomorrow to give you a
           | sense. Can't share a link here, it will kill my backend.
        
             | dmos62 wrote:
             | Care to send me a link on my email? It's in my about. I
             | don't use my X account and can't seem to login, the
             | verification SMS never arrives.
        
         | dude250711 wrote:
         | _> ...and director of engineering for 10 years. I 'm blown
         | away._
         | 
         | It's always the CTO types who get most enthusiastic.
        
       | dmos62 wrote:
       | > the best software for an agent is whatever is best for a
       | programmer
       | 
       | My conclusion as well. It feels paradoxical, maybe because on
       | some level I still think of an LLM as some weird gadget, not a
       | coworker. Context ephemerality is more or less the only veritable
       | difference from a human programmer, I'd say. And, even then,
       | context introduction with LLMs is a speedrun of how you'd do it
       | with new human members of a project. Awesome times we live in.
        
       | hoistbypetard wrote:
       | > To me that statement is as obvious as "water is wet".
       | 
       | Water is not wet. Water makes things wet. Perhaps the inaccuracy
       | of that statement should be taken as a hint that the other
       | statements that you hold on the same level are worthy of
       | reconsideration.
        
         | baq wrote:
         | The good old classic technically correct and completely besides
         | the point observation.
        
           | pseudosavant wrote:
           | Yes, technically HN is full of these kinds of corrections...
           | but HN isn't actually wet.
        
           | swyx wrote:
           | username checks out
        
       | xyzsparetimexyz wrote:
       | > Pay through the nose for Opus or GPT-7.9-xhigh-with-cheese.
       | Don't worry, it's only for a few years.
       | 
       | > You have to turn off the sandbox, which means you have to
       | provide your own sandbox. I have tried just about everything and
       | I highly recommend: use a fresh VM.
       | 
       | > I am extremely out of touch with anti-LLM arguments
       | 
       | 'Just pay out the arse and run models without a sandbox or in
       | some annoying VM just to see them fail. Wait, some people are
       | against this?'
        
         | dude250711 wrote:
         | Well, not 'against' per se, just watching LLM-enthusiasts
         | tumble in the mud for now. Though I have heard that if I don't
         | jump into the mud this instance, I will be left behind
         | apparently for some reason. So you either get left behind or
         | get a muddy behind, your choice.
        
           | pferde wrote:
           | Everybody keeps saying the models are getting better, the
           | tooling is getting better, people are discovering better
           | practices...
           | 
           | So why not just wait out this insane initial phase, and if
           | anything is left standing afterwards and proves itself, just
           | learn that.
        
             | kjksf wrote:
             | Because there's nothing to learn. "learning" to use claude
             | code is less effort than learning how to use the basics of
             | git.
             | 
             | They provide value today so I'm using them today.
        
         | CGamesPlay wrote:
         | In case you missed the several links, exe.dev is his startup
         | which provides sandboxing for agents. So it makes sense he
         | wants to get people used to paying for agents and in need of a
         | good sandbox.
        
       | imron wrote:
       | > By far the greatest IDE I have ever used was Visual Studio C++
       | 6.0 on Windows 2000
       | 
       | Visual C++ 6 was incredible! My favourite IDE of all time too.
        
         | EdwardDiego wrote:
         | Poor fellow has never used IntelliJ IDEA.
        
           | imron wrote:
           | Yes I have.
        
       | 0xbadcafebee wrote:
       | Local models are decent now. Qwen3 coder is pretty good and
       | decent speed. I use smaller models (qwen2.5:1.5b) with keyboard
       | shortcuts and speech to text to ask for man page entries, and get
       | 'em back faster than my internet connection and a "robust"
       | frontier model does. And web search/RAG hides a multitude of
       | sins.
       | 
       |  _" Using anything other than the frontier models is actively
       | harmful"_ - so how come I'm getting solid results from Copilot
       | and Haiku/Flash? Observe, Orient, Decide, Act, Review, Modify,
       | Repeat. Loops with fancy heuristics, optimized prompts, and
       | decent tools, have good results with most models released in the
       | past year.
        
         | mattmanser wrote:
         | Have you used the frontier models recently? It's hard to
         | communicate the difference the last 6 months has seen.
         | 
         | We're at the point where copilot is irrelevant. Your way of
         | working is irrelevant. Because that's not how you interact with
         | coding AIs anymore, you're chatting with them about the code
         | outside the IDE.
        
           | timr wrote:
           | > Have you used the frontier models recently?
           | 
           | Yes.
           | 
           | > It's hard to communicate the difference the last 6 months
           | has seen.
           | 
           | No, it isn't. The hypebeast discovered Claude code, but
           | hasn't yet realized that the "let the model burn tokens with
           | access to a shell" part is the key innovation, not the model
           | itself.
           | 
           | I can (and do) use GH Copilot's "agent" mode with older
           | generation models, and it's fine. There's no step function of
           | improvement from one model to another, though there are
           | always specific situations where one outperforms. My current
           | go-to model for "sit and spin" mode is actually Grok, and I
           | will splurge for tokens when that doesn't work. Tools and
           | skills and blahblahblah are nice to have (and in fact, part
           | of GH Copilot now), but not at all core to the process.
        
           | gjulianm wrote:
           | Honestly, I've been using the frontier models and I'm not
           | sure where people are seeing these massive improvements. It's
           | not that they're bad, it's just that I don't see that much of
           | an improvement the last 6 months. They're so inconsistent
           | that it's hard to have a clear idea of what's happening. I
           | usually switch between models and I don't see either those
           | massive differences either. Not to mention that sometimes
           | models regress in certain aspects (e.g., I've seen later
           | models that tend to "think" more and end up at the same
           | result but taking far more time and tokens).
        
           | ncruces wrote:
           | I have.
           | 
           | Just this month I've burned through 80% of my Copilot quota
           | of Claude Opus 4.6 in a couple of days to get it to help me
           | with a silly hobby project: https://github.com/ncruces/dbldbl
           | 
           | It did help. The project had been sitting for 3 years without
           | trig and hyperbolic trig, and in a couple days of spare time
           | I'm adding it. Some of it through rubber ducking chat and/or
           | algorithmic papers review (give me formulas, I'll do it),
           | some through agent mode (give me code).
           | 
           | But if you review the PR written in agent mode, the model
           | still lies to my face, in trivial but hard to verify ways.
           | Like adding tests that say cosh(1) is this number at that
           | OEIS link, and both the number and the OEIS link are wrong,
           | but obviously tests pass because it's a lie.
           | 
           | I'm not trying to bash the tech. I use it at work in limited
           | but helpful ways, and use hobby stuff like this as a testbed
           | precisely to try to figure out what they're good at in a low
           | stakes setting.
           | 
           | But you trust the plausibly looking output of these things at
           | your own peril.
        
           | 0xbadcafebee wrote:
           | Just to be clear: I mean Copilot CLI. I had used the IDE, and
           | it was terrible; I tried the CLI, and for some reason it was
           | much better. I explain carefully what I want, and it iterates
           | until it's done, quickly, on cheap models.
           | 
           | If you check the docs, smaller, faster, older models are
           | recommended for 'lightweight' coding. There's several reasons
           | for this. 1) a smaller model doesn't have as good deep
           | reasoning, so it works okay for a simple ask. 2) small
           | context, small task, small model can produce better results
           | than big context, big task, big model. The lost-in-the-middle
           | problem is still unsolved, leading to mistakes that get worse
           | with big context, and longer runs exacerbate issues. So small
           | context/task that ends and starts a new loop (with planning &
           | learning) ends up working really well and quickly.
           | 
           | There's a difference between tasks and problem-solving,
           | though. For difficult problems, you want a frontier reasoning
           | model.
        
       | symfrog wrote:
       | Any sufficiently complicated LLM generated program contains an ad
       | hoc, informally-specified, bug-ridden, slow implementation of
       | half of an open source project.
        
         | kakacik wrote:
         | We had an effort recently where one much more experienced dev
         | from our company ran Claude on our oldish codebase for one
         | system, with the goal of transforming it into newer structure,
         | newer libraries etc. while preserving various built in
         | functionalities. Not the first time this guy did such a thing
         | and he is supposed to be an expert.
         | 
         | I took a look at the result and its maybe half of stuff missing
         | completely, rest is cryptic. I know that codebase by heart
         | since I created it. From my 20+ years of experience correcting
         | all this would take way more effort than manual rewrite from
         | scratch by a senior. Suffice to say thats not what upper
         | management wants to hear, llm adoption often became one of
         | their yearly targets to be evaluated against. So we have a
         | hammer and looking for nails to bend and crook.
         | 
         | Suffice to say this effort led nowhere since we have other high
         | priority goals, for now. Smaller things here & there, why not.
         | Bigger efforts, so far sawed-off 2-barrel shotgun loaded with
         | buckshot right into both feet.
        
           | kjksf wrote:
           | Not to take away from your experience but to offer a
           | counterpoint.
           | 
           | I used claude code to port rust pdb parsing library to
           | typescript.
           | 
           | My SumatraPDF is a large C++ app and I wanted visibility into
           | where does the size of functions / data go, layout of
           | classes. So I wanted to build a tool to dump info out of a
           | PDB. But I have been diagnosed with extreme case of
           | Rustophobiatis so I just can't touch rust code. Hence, the
           | port to typescript.
           | 
           | With my assistance it did the work in an afternoon and did it
           | well. The code worked. I ran it against large PDB from
           | SumatraPDF and it matched the output of other tools.
           | 
           | In a way porting from one language to another is extreme case
           | of refactoring and Claude did it very well.
           | 
           | I think that in general (your experience notwithstanding)
           | Claude Caude is excellent at refactorings.
           | 
           | Here are 3 refactorings from SumatraPDF where I asked claude
           | code to simplify code written by a human:
           | 
           | https://github.com/sumatrapdfreader/sumatrapdf/commit/a472d3.
           | .. https://github.com/sumatrapdfreader/sumatrapdf/commit/5624
           | aa... https://github.com/sumatrapdfreader/sumatrapdf/commit/a
           | 40bc9...
           | 
           | I hope you agree the code written by Claude is better than
           | the code written by a human.
           | 
           | Granted, those are small changes but I think it generalizes
           | into bigger changes. I have few refactorings in mind I wanted
           | to do for a long time and maybe with Claude they will finally
           | be feasible (they were not feasible before only because I
           | don't have infinite amount of time to do everything I want to
           | do).
        
             | pja wrote:
             | "I want this thing, but in a different language" seems to
             | be something that the current generation of cutting edge
             | LLMs are pretty good at.
             | 
             | Translating a vibe is something the Ur-LLMS (GPT3 etc) were
             | very good at so it's not entirely surprising that the
             | current state of the art is to be found in things of a
             | "translate thing X that already exists into context Y"
             | nature.
        
         | cactusplant7374 wrote:
         | All software before LLMs had a copious number of bugs, many of
         | which were never fixed.
        
       | entropyneur wrote:
       | > I deeply appreciate hand-tool carpentry and mastery of the art,
       | but people need houses and framing teams should obviously have
       | skillsaws.
       | 
       | Where are all the new houses? I admit I am not a bleeding edge
       | seeker when it comes to software consumption, but surely a 10x
       | increase in the industry output would be noticeable to anyone?
        
         | xyzzy123 wrote:
         | Org processes have not changed. Lots of the devs I know are
         | enjoying the speedup on mundane work, consuming it as a
         | temporary lifestyle surplus until everything else catches up.
         | 
         | You can't saw faster than the wood arrives. Also the layout of
         | the whole job site is now wrong and the council approvals were
         | the actual bottleneck to how many houses could be built in the
         | first place... :/
        
           | gbuk2013 wrote:
           | Basically this. My last several tickets were HITL coding with
           | AI for several hours and then waiting 1-2 days while the code
           | worked its way through PR and CI/CD process.
           | 
           | Coding speed was never really a bottleneck anywhere I have
           | worked - it's all the processes around it that take the most
           | time and AI doesn't help that much there.
        
           | bunderbunder wrote:
           | I'm seeing it slightly differently. So much of our new
           | slowdown is rework because we've seen a bunch more API and
           | contract churn. The project I'm on has had more rework than I
           | care to contemplate and most of it stems from everyone's
           | coding agents failing to stay synced up with each other on
           | the details and their human handlers not noticing the
           | discrepancies until we're well into systems integration work.
           | 
           | If I may hijack your analogy, it would be like if all the
           | construction crews got really fast at their work, so much so
           | that the city decided to go for an "iterative construction"
           | strategy because, in isolation, the cost of one team trying
           | different designs on-site until they hit on one they liked
           | became very small compared to the cost of getting city
           | planners and civil engineers involved up-front. But what
           | wasn't considered was the rework multiplier effect that comes
           | into play when the people building the water, sewage,
           | electricity, telephones, roads, etc. are all repeatedly
           | tweaking designs with minimal coordination amongst each
           | other. So then those tweaks keep inducing additional design
           | tweaks and rework on adjacent contractors because none of
           | these design changes happen in a vacuum. Next thing you know
           | all the houses are built but now need to be rewired because
           | the electricity panel is designed for a different mains
           | voltage from the drop and also it's in the wrong part of the
           | house because of a late change from overhead lines in the
           | alleys to underground lines below the street.
           | 
           | Many have observed that coding agents lack object permanence
           | so keeping them on a coherent plan requires giving them such
           | a thoroughly documented plan up front. It actually has me
           | wondering if optimal coding agent usage at scale resembles
           | something of a return to waterfall (probably in more of a
           | Royce sense than the bogeyman agile evangelists derived from
           | the original idea) where the humans on the team mostly spend
           | their time banging out systems specifications and testing
           | protocols, and iteration on the spec becomes somewhat more
           | removed from implementing it than it is in typical practice
           | nowadays.
        
         | csande17 wrote:
         | It's not 10x, but
         | https://www.ft.com/content/5ac2ee5f-f8bd-4f39-a759-3c5c50c8b...
         | has some graphs suggesting a 1.5x increase in metrics like
         | "number of new apps published in the iOS App Store" and "lines
         | of code committed by US GitHub users".
         | 
         | People haven't noticed because the software industry was
         | already mostly unoriginal slop, even prior to LLMs, and people
         | are good at ignoring unoriginal slop.
        
         | bananaflag wrote:
         | I think, if there were to be a noticeable increase in software
         | quantity due to agentic coding, we should test it by looking
         | into indie games.
        
           | Cthulhu_ wrote:
           | According to SteamDB (and Reddit), 2024 and 2025 both saw
           | about 19.000 games released on Steam - there's a big jump
           | between '23 and '24 of about 5000 games, but oddly it
           | plateaued then.
           | 
           | https://www.reddit.com/r/pcgaming/comments/1pl7kg1/over_1900.
           | ..
        
           | co_king_3 wrote:
           | LLMs are unusably bad at generating game code
        
         | sdoering wrote:
         | Quite a few - and I know I am only speaking for myself - live
         | on my different computers. I created a few CLI tools that make
         | my life and that of my agent smoother sailing for information
         | retrieval. I created, inspired by a blog post, a digital
         | personal assistant, that really enables me to better juggle
         | different work contexts as well as different projects within
         | these work contexts.
         | 
         | I created a platform for a virtual pub quiz for my team at my
         | day job, built multiple pandingpages for events, debugged dark
         | table to recognize my new camera (it was to new to be included
         | in the camera.xml file, but the specs were known). I debugged
         | quite a few parts of a legacy shitshow of an application, did a
         | lot of infrastructure optimization and I also created a massive
         | ton of content as a centaur in dialog with the help of Claude
         | Code.
         | 
         | But I don't do "Show HN" posts. And I don't advertise my builds
         | - because other than those named, most are one off things, that
         | I throw away after this one problem was solved.
         | 
         | To me code became way more ephemeral.
         | 
         | But YMMV - and that is a good thing. I also believe that way
         | less people than the hype bubble implies are actually really
         | into hard core usage like Pete Steinberger or Armin Ronacher
         | and the likes.
        
           | mkvoid wrote:
           | If you recall it, would you mind sharing the blog post that
           | inspired the digital personal assistant?
        
           | overfeed wrote:
           | > Quite a few - and I know I am only speaking for myself -
           | live on my different computers
           | 
           | I use AI/agents in quite similar ways, and even rekindled
           | multiple personal projects that had stalled. However, to
           | borrow OPs parlance, these are not "houses" - more like sheds
           | and tree-houses. They are fun and useful, but not moving the
           | needle on housing stock supply, so to speak.
        
         | arrrg wrote:
         | To me the hard problem isn't building things, it's knowing what
         | to build (finding the things that provide value) and how to
         | build it (e.g. finding novel approaches to doing something that
         | makes something possible that wasn't possible before).
         | 
         | I don't see AI helping with knowing what to build at all and I
         | also don't see AI finding novel approaches to anything.
         | 
         | Sure, I do think there is some unrealized potential somewhere
         | in terms of relatively low value things nobody built before
         | because it just wasn't worth the time investment - but those
         | things are necessarily relatively low value (or else it would
         | have been worth it to build it) and as such also relatively
         | limited.
         | 
         | Software has amazing economies of scale. So I don't think the
         | builder/tool analogy works at all. The economics don't map.
         | Since you only have to build software once and then it doesn't
         | matter how often you use it (yeah, a simplification) even
         | pretty low value things have always been worth building. In
         | other words: there is tons of software out there. That's not
         | the issue. The issue is: what it the right software and can it
         | solve my problems?
        
           | c048 wrote:
           | I wonder what happened to the old addage of "only 10% of the
           | time you actually spend coding, the rest of the time is
           | figuring out what is needed".
           | 
           | At the same time I see people claiming 100x increases and how
           | they produce 15k lines of code each day thanks to AI, but all
           | I can wonder is how these people managed to find 100x work
           | that needed to be done.
        
           | shinycode wrote:
           | I agree. It's really easier to build low-impact tools for
           | personal use. I managed to produce tools I would never have
           | had time to build and I use them everyday. But I will never
           | sell them because it's tailored to my needs and it makes no
           | sense to open source anything nowadays. For work it's
           | different, product teams still need to decide what to build
           | and what is helpful to the clients. Our bugs are not self-
           | fixed by AI yet. I think Anthropic saying 100% of their code
           | is AI generated is a marketing stunt. They have all reasons
           | to say that to sell their tool that generates code. It sends
           | a strong signal to the industry that if they can do it, it
           | could be easier for smaller companies. We are not there yet
           | from a client perspective asking a feature and the new
           | feature is shipped 2 days later in prod without human
           | interactions
        
           | pzo wrote:
           | > To me the hard problem isn't building things, it's knowing
           | what to build (finding the things that provide value) and how
           | to build it (e.g. finding novel approaches to doing something
           | that makes something possible that wasn't possible before).
           | 
           | The problem with this that after doing this hard work someone
           | can just copy easily your hard work and UI/UX taste. I think
           | distribution will be very important in the future.
           | 
           | We might end up that in future that you have already in
           | social media where influencers copy someones post/video and
           | not giving credits to original author.
        
             | kombookcha wrote:
             | >The problem with this that after doing this hard work
             | someone can just copy easily your hard work and UI/UX
             | taste.
             | 
             | Or indeed, somebody might steal and launder your work by
             | scooping them up into a training set for their model and
             | letting it spit out sloppy versions of your thing.
        
           | rtcoms wrote:
           | For m, I'm demotivated to work on many ideas thinking that
           | anyone can easily copy it or OpenClaw/Nanobot will easily
           | replicate 90% of that unctionality.
           | 
           | So now need to think of different kind of ideas, something on
           | line of games that may take multiple iteration to get
           | perfected.
        
             | pixl97 wrote:
             | >thinking that anyone can easily copy it
             | 
             | I mean this is how it's always been throughout history.
             | 
             | Creating something new is hard, copying something in terms
             | of energy spent, is far easier. This is software or
             | physical objects that don't require massive amounts of
             | expensive technology to reproduce.
        
           | meowface wrote:
           | In a few decades, AIs will probably be better at those than
           | most humans. Possibly even sooner.
        
         | Cthulhu_ wrote:
         | I'm sure there's plenty of new software being released and
         | built by agents, but the same problem as handcrafted software
         | remains - finding an audience. The easier and quicker it is to
         | build software, or the more developers build software, the more
         | stuff is thrown at a wall to see what sticks, but I don't think
         | there's more capacity for sticktivity, if my analogy hasn't
         | broken down by now.
        
         | PlatoIsADisease wrote:
         | You aren't notcing it?
         | 
         | Small and mid sized companies are getting custom software now.
         | 
         | Small software is able to be packed with extra features instead
         | of bare minimum.
        
         | arghwhat wrote:
         | The real outcome is mostly a change in workflow and a
         | reasonable increase in throughput. There might be a 10x or even
         | 100x increase in creation of tiny tools or apps (yay to another
         | 1000 budget assistant/egg timer/etc. apps on the app/play
         | store), but hardly something one would notice.
         | 
         | To be honest, I think the surrounding paragraph lumps together
         | _all_ anti-AI sentiments.
         | 
         | For example, there is a big difference between "all AI output
         | is slop" (which is objectively false) and "AI enables sloppy
         | people to do sloppy work" (which is objectively true), and
         | there's a whole spectrum.
         | 
         | What bugs me personally is not at all my own usage of these
         | tools, but the increase in workload caused by _other_ people
         | using these tools to drown me in nonsensical garbage. In recent
         | months, the extra workload has far exceeded my own productivity
         | gains.
         | 
         | For the non-technical, imagine a hypochondriac using chatgpt to
         | generate hundreds of pages of "health analysis" that they then
         | hand to their doctor and expect a thorough read and opinion of,
         | vs. the doctor using chatgpt for sparring on a particular
         | issue.
        
           | pixl97 wrote:
           | >people using these tools to drown me in nonsensical garbage
           | 
           | https://en.wikipedia.org/wiki/Brandolini%27s_law
           | 
           | >The amount of energy needed to refute bullshit is an order
           | of magnitude bigger than that needed to produce it.
        
         | amarble wrote:
         | This weekend I tried what I'd call a medium scale agentic
         | coding project[0], following what Anthropic demonstrated last
         | week autonomously building a C-compiler [1]. Bottom line is,
         | it's possible to make demos that look good, but it really
         | doesn't work well enough to build software you would actually
         | use. This naturally lends itself to the "everybody is taking
         | about how great it is but nobody is building anything real with
         | it" construct we're in right now. It is great, but also not
         | really useful.
         | 
         | [0] https://www.marble.onl/posts/this_cost_170.html
         | 
         | [1] https://www.anthropic.com/engineering/building-c-compiler
        
         | nathias wrote:
         | yes, there is a very large increase in TUI tools
        
         | conartist6 wrote:
         | It's AI features and 10x more bugs. Microsoft is leading the
         | way.
        
         | wongarsu wrote:
         | At my $work this manifests as more backlog items being ticked
         | off, more one-off internal tooling, features (and tools)
         | getting more bells-and-whistles and much more elaborate UI.
         | Also some long-standing bugs being fixed by claude code.
         | 
         | Headline features aren't much faster. You still need to gather
         | requirements, design a good architecture, talk with
         | stakeholders, test your implementation, gather feedback, etc.
         | Speeding up the actual coding can only move the needle so much.
        
         | n4pw01f wrote:
         | I am seeing shit tons of chatbots for everything under the sun
         | being onboarded at corporate
        
         | 8note wrote:
         | do you have the right expectations?
         | 
         | rather than new stuff for everyone to use, the future could
         | easily be everyone building their own bespoke tools for their
         | own problems.
        
       | only2people wrote:
       | >this is why I'm building
       | 
       | My clipart folder of that kid with the lolipop continues to stay
       | relevant
        
       | ares623 wrote:
       | guys it's an ad
        
         | indigodaddy wrote:
         | Nah, it's not, really
        
       | nickcw wrote:
       | > Some believe AI Super-intelligence is just around the corner
       | (for good or evil). Others believe we're mistaking philosophical
       | zombies for true intelligence, and speedrunning our own brainrot
       | 
       | Not sure which camp I'm in, but I enjoyed the imagery.
        
       | MrSandingMan wrote:
       | > In 2000, less than one percent lived on farms and 1% of workers
       | are in agriculture. That was a net benefit to the world, that we
       | all don't have to work to eat.
       | 
       | Not obvious
       | 
       | > To me that statement is as obvious as "water is wet".
       | 
       | Well... is water *wet* or does it *wet things*? So not obvious
       | either.
       | 
       | I'm really dubious when reading posts posing some things as
       | obvious or trivial. In general they are not.
        
       | jFriedensreich wrote:
       | Its funny how many variations of meaning people assign to agent
       | related terms. Conflating agent with cli and as opposite spectrum
       | of ide is a new one i did not encounter before. I run agents with
       | vscode-server also in a vm and would not give up the ability to
       | have a proper gui anytime i feel like and also being able to
       | switch seamless between more autonomous operation and more
       | interactive seems useful at any level.
        
       | piokoch wrote:
       | "In 2026, I don't use an IDE any more."
       | 
       | Just a question? What IDE feature is obsolete now? Ability to
       | navigate the code? Integration with database, Docker, JIRA,
       | Github (like having PR comments available, listed, etc), Git?
       | Working with remote files? Building the project?
       | 
       | Yes, I can ask copilot to build my project and verify tests
       | results, but it will eat a lot of tokens and added value is
       | almost none.
        
       | Havoc wrote:
       | Disagree with the point about anything less than opus being
       | harmful to learning.
       | 
       | Much of my learning still requires experimentation - including
       | lots of token volume so hitting limits is a problem.
       | 
       | And secondly I'm looking for workflows that build the thing
       | _without_ needing to be at the absolute edge of the LLM
       | capability. Thats where fragility and unpredictability live.
       | Where a new model with slightly different personality is released
       | and it breaks everything. I'd rather have flow that is simple and
       | idiot proof that doesn't fall apart at the first sign of non-
       | bleeding edge tokens. That means skipping the gains from
       | something opus could one shot ofc but that's acceptable to me
        
       | thegrim000 wrote:
       | "Eight more months of Bitcoin. It's usage continues to
       | dramatically expand. The amount of transactions is increasing
       | exponentially. Soon, fiat currencies will collapse, all replaced
       | by Bitcoin transactions. If you haven't converted your assets
       | over to Bitcoin you're going to be left behind and lose it all. I
       | can't even understand people that don't see the obvious technical
       | superiority of Bitcoin, such people are going to go through rough
       | times."
        
       | webdevver wrote:
       | >I wish I could share this joy with the people who are fearful
       | about the changes agents are bringing.
       | 
       | The 'fear' is about losing ones livelihood and getting locked out
       | of homeownership and financial security. its not complicated.
       | life is actually largely determined by your access to capital,
       | despite whatever fresh coping strategy the afflicted (and the
       | afflicting) like to peddle.
       | 
       | the quality of life versus capital availability is very non-
       | linear. there is a step-change around the $500k mark where you
       | reach 'orbital velocity', where as long as you dont suffer severe
       | misfortune or make mistakes, you will start accelerating upwards
       | (albeit very slowly.)
       | 
       | under that line, you are constantly having to fight 'gravity'.
       | 
       | basically everyone in tech is openly or quietly aiming to get
       | there, and LLMs have made that trek ever more precarious than
       | before.
        
       | mtlynch wrote:
       | > _Along the way I have developed a programming philosophy I now
       | apply to everything: the best software for an agent is whatever
       | is best for a programmer._
       | 
       | I agree with this and I think it's funny to see people publish
       | best practices for working with AI that are like, "Write a clear
       | spec. Have a style guide. Use automated tests."
       | 
       | I'm not convinced it's 100% true because I think there are code
       | patterns that AI handles better than humans and vice versa. But I
       | think it's true enough to use as a guiding philosophy.
        
       | vedhant wrote:
       | The sandboxing pain is real. Sadly, a new VM seems like the most
       | simple and viable solution. I don't think the masses are doing
       | any sandboxing at all. We really need a sandbox solution that is
       | sort of dynamic and doesn't pester the user with allow/deny
       | requests. It has to be intelligent and keep up with the llm
       | agents.
        
       | conartist6 wrote:
       | IDEs are going to come roaring back.
       | 
       | As the author says, there's nothing wrong with the idea of the
       | IDE. Of course you want to be using the best, most powerful
       | tools!
       | 
       | AI showed us that our current-gen text-editor-first IDEs are
       | massively underserving the needs of the public, yes, but it
       | didn't really solve that problem. We still need better IDEs! What
       | has changed is that we now understand how badly we need them.
       | (source: I am an IDE author)
        
       | sandgrownun wrote:
       | I agree with his assessment up until this point in time, it is
       | where we currently are. But it seems to me there is still a large
       | chunk of engineers who don't extrapolate capability out to the
       | engineer being taken out of the loop completely. Imo, it happens
       | in fairly short order. 2-3 years.
        
         | symfrog wrote:
         | On what basis are you making that prediction?
        
       | jmull wrote:
       | Regarding the shift away from time spent on agriculture over the
       | last century or so..
       | 
       | > That was a net benefit to the world, that we all don't have to
       | work to eat.
       | 
       | I'm pretty sure most all of us are still working to have food to
       | eat and shelter for ourselves and our families.
       | 
       | Also, while the on-going industrial and technological revolution
       | has certainly brought benefits, it's an open question as to
       | whether it will turn out to be a net benefit. There's a large-
       | scale tragedy of the commons experiment playing out and it's hard
       | to say what the result will be.
        
       | gurjeet wrote:
       | > By far the greatest IDE I have ever used was Visual Studio C++
       | 6.0 on Windows 2000. I have never felt like a toolchain was so
       | complete and consistent with its environment as there.
       | 
       | +1. I've tried many times, and failed, to replicate the joy of
       | using that toolchain.
        
       | redkoala wrote:
       | What are those 3 sentences that the author typed to replicate
       | Stripe for his situation?
        
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