[HN Gopher] Show HN: I made some ambient music generators that r...
       ___________________________________________________________________
        
       Show HN: I made some ambient music generators that run in your
       browser
        
       Author : printscreen
       Score  : 241 points
       Date   : 2022-07-19 11:17 UTC (11 hours ago)
        
 (HTM) web link (www.flowful.app)
 (TXT) w3m dump (www.flowful.app)
        
       | quadcore wrote:
       | Love it. I want the ability to download 10 hours of it.
        
         | jen729w wrote:
         | Use Audio Hijack? Just leave it running overnight. (A hack I
         | know.)
        
       | WhitneyLand wrote:
       | Very nice project. I'm still exploring the tracks, but right off
       | the bat have had some good results.
        
       | green-eclipse wrote:
       | Absolutely love this concept. One issue I'm having after
       | listening for a while to a variety of the channels is that the
       | music is all pretty "sad."
       | 
       | I don't know enough about music theory to give you more detail
       | than that, but is there a way you can add more upbeat songs, to
       | get my mood up, energy up, motivation kicking in? Listening to
       | these, I kind of want to take a nap.
        
         | cubano wrote:
         | Introducing major key based songs would do a lot to improve the
         | mood of the music.
         | 
         | In general, major keys are used for a lot of pop music...for
         | example, both the Beatles and Nirvana wrote almost all their
         | hits using major keys (Let It Be and Smells Like Teen Spirit),
         | while ballads and more sad and "moody" music (ie Stairway to
         | Heaven/Zeppelin and Unforgiven/Metallica) will be written in
         | minors.
         | 
         | Also, tempo is important to add to the"upbeatness" of a
         | piece...it would an interesting addition to this wonderful
         | program to add switches for major/minor key and tempo.
        
         | printscreen wrote:
         | Yeah I have heard this before actually. The next few tracks
         | that I make will be in a Major key, which should help!
        
           | texasbigdata wrote:
           | After that pure dissonance! Rachmaninov in Paris
        
             | cubano wrote:
             | The dissonant intervals that were introduced by modern
             | composers in the late 1800s and early 1900 by composers
             | such as Rachmaninov, Revel, Debussy, and Varese were hardly
             | "pure".
             | 
             | The most amazing feelings often wash over me, in fact,
             | while listening to these incredible composers...after a
             | while the "atonal" notes will suddenly "snap" into place
             | while my brain is somehow making sense of the music without
             | my help.
             | 
             | It is truly a sublime moment when this magic occurs, and
             | I'll often laugh out loud as the sudden transition from
             | melodic confusion to understanding occurs.
        
       | jimmySixDOF wrote:
       | Call me old fashioned but I prefer chill music that was hand
       | crafted by a DJ blending samples from wide influences as in the
       | Buddha Bar or Cafe Del Mar collections. I am afraid all these
       | LoFi channels and Spotify Focus playlists songs are in reality
       | just procedurally generated by them under some made up lables so
       | in reality no artists are actually paid for the stream and the
       | money (what little there is anymore) goes from their right pocket
       | to their left pocket. Claud Challe and DJ Ravin would probably
       | not happen in the modern streaming age.
        
         | bambax wrote:
         | This is quite irrelevant to the discussion. To the best of our
         | knowledge, the OP made the tracks and programmed the sounds; if
         | any artist should be paid it's them, not some DJ or samples
         | maker in fashion at the Buddha Bar.
        
         | fbanon wrote:
         | This.
         | 
         | There's such a vast catalog of human-composed ambient music,
         | that I just simply don't see why someone would prefer to listen
         | to this algorithmically generated soulless muzak.
         | 
         | Same goes for the "lo-fi beats for study" channels. There are
         | so many good instrumental hip-hop albums. MF Doom instrumentals
         | (Special Herbs series), J Dilla instrumentals, Boards of
         | Canada, Madlib instrumentals, etc. Why listen to that trite
         | crap? It's the equivalent of "eating out" in McDonald's.
        
           | LAC-Tech wrote:
           | Well a lot of them are royalty free, so I use them on
           | streams.
        
           | tripzilch wrote:
           | > There's such a vast catalog of human-composed ambient
           | music, that I just simply don't see why someone would prefer
           | to listen to this algorithmically generated soulless muzak.
           | 
           | A lot of human-composed ambient music actually has a lot of
           | algorithmically determined elements. One of the simplest
           | examples is using several tape loops of differing lengths
           | (which Boards of Canada are very fond of).
           | 
           | Similarly if you dig into the composition and ideas behind
           | some of Brian Eno's pieces, you will find they are rule
           | based.
           | 
           | Even using a computer for doing this automatically isn't very
           | new. It's being done by modular synthesis enthusiasts since
           | ages.
           | 
           | Many of these ambient pieces would actually generate
           | different ambient sounds for a very long time, and the
           | "soulful" recordings thereof (on CD or Vinyl) are merely
           | short excerpts from the actual piece.
           | 
           | Generating and listening to it live is sometimes the only way
           | to fully enjoy an ambient piece.
        
         | loaf_eye wrote:
         | > _I am afraid all these LoFi channels and Spotify Focus
         | playlists songs are in reality just procedurally generated_
         | 
         | I don't think this is true, there's some lo-fi covers on
         | Spotify that, I assume, have been composed manually like any
         | other, e.g. tracks like
         | https://open.spotify.com/track/32VdL9yw37qMRhvDQBicOJ?si=NWj...
         | https://open.spotify.com/track/1dTWwTiKKxf0WSmFIV34Zf?si=Azk...
        
         | 999900000999 wrote:
         | I think it just depends on what you're in the mood for.
         | 
         | Every now and then I'll put on a chill channel, but usually I'm
         | looking for something more specific than that.
         | 
         | At least for now, the quality gap between something custom-
         | made, and a procedural track is pretty large
        
       | fredley wrote:
       | Love this. A project I've had in mind for a while but
       | realistically will never get around to building is an
       | ambient/coding music generator that's hooked up to a metric, e.g.
       | your project's latency, autoscale size, error rate, potentially
       | controlling different instruments.
       | 
       | It would be fun to be able to subconsciously monitor your system
       | without staring at graphs.
        
         | phailhaus wrote:
         | A long time ago, a friend mentioned this exact same idea! The
         | analogy he used was how steam engine operators became so
         | familiar with their machines that they could tell what was
         | going on just by listening. I'm not sure if we can really do
         | the same with services, but it's a fun thought experiment.
        
           | julian55 wrote:
           | At one place I worked at back in the 1970s there was a
           | speaker on the mainframe (it may have just been a transistor
           | radio picking up interference) and you could get some idea of
           | what the machine was doing from the sound.
        
             | TheOtherHobbes wrote:
             | That was how the earliest computer music was made. You
             | could play notes with loops that included varying numbers
             | of no-ops to set the pitch.
        
           | digitallyfree wrote:
           | You can sort of do this with a modern computer. The CPU and
           | GPU fans spin up on increased load, and you can listen to the
           | hard drive (the sounds correspond to some degree to the HDD
           | indicator light). Over time you can get an idea of system
           | activity just by listening to the machine itself.
        
         | fonix wrote:
         | Sounds great until you start hearing boss-level music!
        
           | fredley wrote:
           | Then it starts sounding even better!
        
         | EdwardCoffin wrote:
         | Hansen and Rubin did something like this in 2001 [1]. I have
         | some audio samples of their program's product from monitoring
         | the Lucent site at 6 AM, noon, and 2:30 PM - decidedly
         | different sounds at each time.
         | 
         | Edit: The page on Hansen's website about this project
         | (Listening Post) is available in archive.org, but without any
         | audio samples alas [2]
         | 
         | [1]
         | http://legacy.spa.aalto.fi/icad2001/proceedings/papers/hanse...
         | 
         | [2]
         | https://web.archive.org/web/20020414095256fw_/http://www.ear...
        
         | [deleted]
        
         | printscreen wrote:
         | That's a cool idea. Something that was suggested to me with
         | Flowful was to use some sort of body triggers, perhaps from
         | facial recgonition through your device's camera, to determine
         | when the user was becoming less focused. The music could then
         | adapt to help them get back on track.
         | 
         | So many cool possibilities.
        
           | 2Gkashmiri wrote:
           | When I was younger, I was into autohotkey. My PC would go off
           | because of a powercut and the ups failed in 4-8 minutes while
           | beeping. Found "tonedet" or something that listens to a
           | specific tone and does something via ahk which in my case was
           | proper shutdown. That was a success.
           | 
           | Then I thought of a project that would give me status via
           | soundbeep,500,400.
           | 
           | I never got around to doing that but it wouldn't have been
           | half bad.
           | 
           | Three small beeps in a succession, repeat, internet is down
           | or some combination of deep or low beeps to say something
           | else.
        
           | juris wrote:
           | XD yes! I want to jack my earbuds into the stock market: time
           | and sales frequency denoting tempo and trade volume denoting
           | dynamics; with a real time candle analyzer modulating between
           | keys. Each company would be a different song!
        
       | andrewnc wrote:
       | I saw a few DALLE coverarts in there ;) very cool!
        
       | memorable wrote:
       | I got an error while trying this on Firefox (Librewolf):
       | 
       | Application error: a client-side exception has occurred (see the
       | browser console for more information).
       | 
       | Checking the console doesn't produce anything helpful either.
       | 
       | Edit: While inspecting the page, I found that there are a total
       | of 28 different inline CSS styles. Some of them are empty, and
       | some contains styles for class with random names. I assume this
       | is just something with React and Chakra UI, though.
        
         | printscreen wrote:
         | Ah okay - was it just when playing a track? Can't seem to
         | reproduce.
         | 
         | And yeah, the CSS is quite messy. Planning on code cleanup
         | later on. For reference, it's a mix'n'match between Chakra UI
         | and Tailwind CSS.
        
       | aikah wrote:
       | Nice, this is why I browse HN for. Can you tell use more about
       | the tech involved?
       | 
       | Perfect for a daily meditation.
        
         | printscreen wrote:
         | Sure thing. Further down in another comment I went into how the
         | music is made, so I'll stick to the tech stack here.
         | 
         | The frontend is built with React, Chakra UI and Tailwind CSS.
         | It also does all of the audio generation using a scheduling
         | library called Tone.js.
         | 
         | Auth / Database are handled by Firebase, and payments are by
         | Stripe. It's fully serverless; I use cloud functions for
         | anything server side.
         | 
         | The samples themselves are stored in Google Cloud Storage,
         | although I may need to look into a different method or making
         | it more efficient, as today's traffic has absolutely smashed
         | through the free downloads tier.
        
           | andrewstuart wrote:
           | Cloudflare R2
        
       | breindog wrote:
       | Rogue-like ambience =]
        
       | andrewstuart wrote:
       | I would pay $20/month for an API that let me download a chunk of
       | music/sound, with the rights to use it in commercial products.
       | With the option of fade in/out at start and end, and the ability
       | to specify the duration of the sound downloaded.
        
       | jachee wrote:
       | This is fantastic. Super easy to listen and use.
       | 
       | One suggestion: a brief fade in/out on play/stop. Stops, in
       | particular can be pretty jarring.
        
       | desireco42 wrote:
       | I love how you mixed in atmosphere, binaural beats etc all in
       | one, so you can create your experience how you enjoy it the most.
       | 
       | Also pricing is excellent, enough of subscriptions :).
        
       | bambax wrote:
       | This is really good! Congrats!
       | 
       | I make algorithmic (infinite) music in a DAW (Reaper) and have
       | been thinking about porting some of it to the browser, but didn't
       | actually do anything about it :-(
       | 
       | Can you describe the architecture a little? Are you using the Web
       | Audio API for the instruments (and timing)? Are tracks
       | static/looping, or dynamic (created on the fly based on random
       | parameters)?
        
         | mortenjorck wrote:
         | I'm looking for a good tool and stack for this too, along with
         | algorithmic visuals.
         | 
         | I have a synesthesia-themed project
         | (https://testfixture.presteign.com) where I currently make all
         | the audio with generative synthesis in a DAW and the visuals by
         | hand in a design package, but I'd love to branch out into
         | fully-procedural at some point.
        
         | printscreen wrote:
         | Yeah sure - you're right, it's using a lib built on top of the
         | Web Audio API called Tone Js. This handles scheduling and some
         | instruments, but the sounds themselves are mostly samples which
         | I record myself from VSTs, then do things in the browser such
         | as filter modulation so that they sound different over time.
         | When a track loads for you, that's the samples being loaded in
         | from cloud storage.
         | 
         | As for static vs dynamic, it's a mix of both. Some tracks are
         | more static than others, and I have learned it actually seems
         | better to try and use randomness sparingly. Almost all tracks
         | will use probabilities of loops firing, and some watch for the
         | status of other loops to create sections (e.g, always fire A if
         | not firing B). Note / Chord selection also often contains
         | randomness, such as a probability to pick each note from a
         | list, then a probability that note itself to fire.
         | 
         | Hope that makes sense!
        
           | bambax wrote:
           | Yeah thanks, it does! I use Tone.js also.
           | 
           | (Are "tracks" simple MIDI files or some combination of
           | JSON/JS?)
           | 
           | Anyway, nice work! ;-)
        
             | printscreen wrote:
             | Each track is it's own JS file! With a folder of
             | corresponding samples, which the JS file pieces together as
             | I mentioned before. There's no MIDI, it's all done with the
             | Tone.js scheduler. :)
        
           | tgv wrote:
           | I quite like the way it sounds. Randomness is difficult,
           | indeed. If you ever want to look at something less random:
           | 1/f noise generates more interesting sequences than white or
           | pink noise.
        
       | juris wrote:
       | I really dig this; I always have a need for background music
       | while working and the context switching is really bothersome!
       | Maybe I can finally ditch the youtube music sub and just support
       | your project.
       | 
       | Actually, I've been thinking to write my own for baroque-era
       | music-- those rulesets are well-enclosed and have all kinds of
       | tricks for escaping resolution. Perfect for long D&D sessions! :D
       | 
       | Do you have any communities / resources you go to for inspiration
       | for your work?
        
         | printscreen wrote:
         | The fact that you'd consider making that switch is just awesome
         | to me, so thanks! :)
         | 
         | For resources, theres a great site here as an intro to
         | generative systems - https://teropa.info/loop/
         | 
         | And for communities, I have made a Discord for Flowful where I
         | plan to post updates and how-its-made type stuff. The link is
         | in the top right of the Flowful app, feel free to join!
        
       | peterfield wrote:
       | Congrats! I added it to my list :)
       | 
       | https://docs.google.com/spreadsheets/d/1C-yRNPy59qlDkuU7YRzo...
        
       | hkon wrote:
       | Cool. As a user of such things. I like to go to youtube and fire
       | up a "10 hour beat", did not see anything in that genre.
        
       | 0xFACEFEED wrote:
       | I don't get it.
       | 
       | I love ambient tunes and listen to them for 1-10 hours a day
       | while doing stuff. Any time I need to focus (even when writing an
       | email) I'll throw on my favorite ambient music.
       | 
       | How is this any different? Why would I get a "premium" account
       | for some random website when there's an entire catalog of ambient
       | music on Spotify/Apple/etc that I could listen to?
        
         | tiborsaas wrote:
         | Why? Because you won't get much surprise from a static
         | recoding. This is dynamic which has its charm for some.
        
         | m0llusk wrote:
         | The biggest differentiator may be the infinite length of
         | tracks. Once you tune into something that fits it can be left
         | going as long as necessary. With other services there is a need
         | to compose play lists or restart the player when a selection
         | ends.
        
           | XCSme wrote:
           | Most services have a "radio" station based on that song/genre
           | that gives you almost endless listening time for that type of
           | content.
        
             | m0llusk wrote:
             | Such offerings have discontinuities between tracks or beat
             | matched transitions. These generated tracks are constructed
             | to continue with the same themes and sounds as long as
             | wanted. It may or may not be desirable, but it is
             | different.
        
           | NoGravitas wrote:
           | There are plenty of 10 hour ambient tracks on Bandcamp. I
           | personally recommend Iron Cthulhu Apocalypse for this.
        
       | lumosgavia wrote:
       | I'll give it a go, haven't used ambient music in some time. Just
       | one picky thing, I found that even when on same volume levels,
       | some tracks are way louder, but maybe its just me
        
         | printscreen wrote:
         | Yeah, this is something I am still struggling with. The gain
         | normalization is super manual currently, so I want to try and
         | programmatically even them out between tracks. Sorry about
         | that!
        
       | abalaji wrote:
       | This is neat--sounds similar to https://play.generative.fm/browse
       | 
       | Though, that service is completely free with a pay what you can
       | model
        
       | drist wrote:
       | Why are some songs marked as "ADHD"? This sounds like a medical
       | claim that you should not be making.
        
         | Gordonjcp wrote:
         | > This sounds like a medical claim that you should not be
         | making.
         | 
         | You're going to have to explain that one.
        
         | printscreen wrote:
         | You might be right. It's based off a polyryhthmic style I found
         | on Youtube. Perhaps I should just call them 'Polyrhythms' - I
         | don't intend to make any medical claims.
        
         | EForEndeavour wrote:
         | Plausible deniability: Audio Delivery in High Definition.
         | 
         | Besides, does it count as a medical claim if certain content
         | metadata tags happen to coincide with medical acronyms? I'm not
         | a regulatory official, but this seems like a grey area _at
         | worst._ no diagnosis is being made or even implied.
        
           | SteveDR wrote:
           | It could just be music that appeals to people with ADHD.
           | Pretty sure that's not against any rules
        
       | mywacaday wrote:
       | Sign up with google not working for me, then tried sign up with
       | email but said I already have an account.
        
         | printscreen wrote:
         | Can't seem to find why. Do you mind DMing me your email so I
         | can take a look at the account that was made? You can email
         | contact@flowful.app.
        
       | klntsky wrote:
       | A friend of mine made an NFT collection with modulars in the
       | browser:
       | 
       | https://www.fxhash.xyz/generative/7123
        
       | yreg wrote:
       | I really dislike that after clicking `Start Listening Free` there
       | is no way to get back to the home page.
       | 
       | https://www.flowful.app/ redirects to
       | https://www.flowful.app/player after that.
        
         | [deleted]
        
         | printscreen wrote:
         | I figured people wouldn't want to keep navigating the landing
         | page after they had already seen it once. This way you can just
         | head straight back into the app.
         | 
         | An incognito tab will let you see it again though.
        
           | yreg wrote:
           | Requiring people to use an incognito window to see the home
           | page again (or get to the chose your style screen) isn't a
           | good idea imo :)
        
           | degenerate wrote:
           | I prefer to see how "deep" a product will let me go (without
           | hitting a regwall) before reading about it. After I've tested
           | out the gatekeeping, I go back to the homepage to learn more
           | about the product.
           | 
           | But my personal use case aside -- if people want to see the
           | homepage again for _any_ reason, like contacting you, or
           | linking to a friend -- you are blocking that ability.
        
             | printscreen wrote:
             | You all made good points - I've removed the redirect. You
             | should now be able to go back to the homepage.
             | 
             | I was modelling it after Notion's homepage, where you just
             | want to go back to your workspace when you go to notion.so,
             | not the landing page. But I'll put some more thought into
             | how it can be done less cruedly.
        
               | capableweb wrote:
               | Notion does a lot of stuff poorly, I'm not sure why their
               | patterns are being replicated elsewhere, just because the
               | company itself is successful?
               | 
               | Anyhow, what you can do, is to have the landing page
               | under /home for example, so when a visitor lands at /,
               | you decide if to send them to /home (not logged in) or
               | /player (logged in). The brand logo in the top links to
               | /home instead.
        
           | gwbas1c wrote:
           | It's important to get back to your homepage that isn't the
           | app: Especially once you add things like "about," "careers,"
           | "contact," ect.
        
       | BrainVirus wrote:
        
         | baobabKoodaa wrote:
         | This hostility is not warranted. Please stop.
        
         | johnsanders wrote:
        
         | printscreen wrote:
         | What problem does this solve: Poor playlists / context
         | switching when you get given something distracting in an
         | ambient music recommendation algorithm. Also, hopefully, it's
         | just nice music to listen to.
         | 
         | You are listening to the music of other people - mine. I made
         | the generators, which were not trained on anyone else's music.
         | It does not 'process tracks that were made by real people'. The
         | paid element of this service goes to me, without X streaming
         | service taking any cuts.
         | 
         | Computer-made generative music has been around since at least
         | the 70's. Outstanding human-made ambient works have been made
         | since then, which people love and continue to listen to. If
         | this draws some attention away from 'actual musicians', then
         | I'm sure they will survive.
        
         | BolexNOLA wrote:
         | > What problem does this solve?
         | 
         | Is that always the point?
        
           | BrainVirus wrote:
           | Our society is currently suffocating in the endless torrent
           | of information and pointless products. Just because you
           | aren't interested in thinking about costs of things doesn't
           | mean they don't have costs. So yes, I want to know what is
           | the benefit.
           | 
           | Any thinking predicated on the notion that we should just
           | gouge ourselves on endless amount of stuff (services,
           | products, information) without asking any questions is faulty
           | at best.
        
             | BolexNOLA wrote:
             | Ease off the throttle dude. I was genuinely asking from a
             | creative/artistic POV. Forget I asked.
        
       | jacquesm wrote:
       | Very nice. I'm a huge fan of https://mynoise.net/ , I'll try
       | yours for a bit to see how they compare.
        
         | onnnon wrote:
         | myNoise is great! Huge fan as well.
        
         | blowski wrote:
         | I use https://brain.fm.
         | 
         | Not convinced by all the science claims, but it does seem to
         | help me to focus.
        
           | jimmydddd wrote:
           | @ blowski -- I agree. I enjoy brain.fm but don't think
           | they're realing generating a custom track based on my profile
           | and "science" like they claim.
        
       | beiller wrote:
       | Sounds very nice. FYI I get an audio "click" every 30-60 seconds.
       | Firefox v102.0.1 on MacOS 12.4 apple M1.
        
         | sllewe wrote:
         | Also getting this in FF v102.0.1 running on Win10.
        
       | LAC-Tech wrote:
       | What's the copyright on this - could I use it for twitch streams?
        
         | printscreen wrote:
         | I own the copyright. Would prefer if you attribute, but don't
         | mind you using it.
        
           | postalrat wrote:
           | Are copyrights valid for generated music/images/whatever?
           | 
           | I remember reading a book a while back that presented the
           | idea of computer generated patents to ensure you own every
           | aspect of an idea.
           | 
           | Seems a little nuts that someone could create a program to
           | generate nearly infinite output then claim a copyright on all
           | of it.
        
           | 9TRHEsEdDwZAySX wrote:
        
       | zcesur wrote:
       | This is very cool! It reminds me of the pentatonic sound mode on
       | lichess
        
       | Janiya wrote:
        
       | andrewfromx wrote:
       | This is wonderful. I've been working on a bunch of animations
       | with no soundtrack yet. Maybe I can use these or the algorithm?
       | What is license?
        
       | Rochus wrote:
       | Is the piano detuned by intention (which is something that rather
       | bothers my concentration)? Does the algorithm select the sounds
       | itself? Is there information on how the "generator" works?
        
         | printscreen wrote:
         | I just updated the FAQ (https://flowful.app/faq) but will post
         | here also:
         | 
         | I record a bunch of samples from VSTs I have. Once I have the
         | samples I upload them to a server, which you request when you
         | load up a song. In your browser, the generators (which is
         | another way of saying 'tracks') then piece together these
         | samples in ways I have coded. So for example, I might have a
         | list of chords which sound good, and a loop which selects from
         | that set. Or maybe a bunch of note patterns to play at a
         | certain interval, but they only have a small probability to
         | play. To make it always unique (and hopefully always fairly
         | interesting), I do things like automate filters, introduce
         | randomness, and switch things around based on how long the
         | track has been running for. Each track has it's own pre-defined
         | set of samples and musical key. The code works on the
         | arrangement, randomness and modulation over time. These random
         | effects are different every play, and so each person will have
         | a slightly different song than the next.
        
           | Rochus wrote:
           | Interesting, thanks; so these "samples" are not just the
           | sounds which are triggered by a (Midi) track, but are the
           | music themselves; in that case the "generator" just selects
           | and combines pre-existing musical parts; it's not an "ab
           | initio" music generator as we saw e.g. in MuseNet or BachBot;
           | it's rather a kind of "automated DJ".
        
             | printscreen wrote:
             | Yeah that's not a bad way of putting it. Each musical part
             | will use the samples in a different way each time though,
             | with some randomness added, so it hopefully stops things
             | from being too recognisable.
        
       | rvnx wrote:
       | Great website!
        
       | ninjaa wrote:
       | this is so great. can we see the code?
        
       | usefulcat wrote:
       | I like the music. I'm a bit concerned that it uses as much CPU as
       | it does, even when not playing any music.
        
       | ComputerCat wrote:
       | Oh wow, I like this!
       | 
       | Question: if I want to go back and change my selections from the
       | first question about what I normally listen to, how do I do that?
        
         | printscreen wrote:
         | uhh, right now.. it's not the most user friendly. You can
         | delete the fields that the site places in your localStorage
         | (can be done by clearing your cache for this site).
         | 
         | The selections from the question just decide a) what's in your
         | recommended section and b) what category you start on when you
         | first load the app.
        
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       (page generated 2022-07-19 23:01 UTC)