A general for vibe coding, agentic engineering, coding agents, prompt engineering, AI IDEs, browser builders, game making, and shipping code for great wealth with LLMs. Prosperity comes from health, wealth and happiness.You use Git, right, anon? ## What “vibe coding” is, and how to do it https://simonwillison.net/2025/Mar/19/vibe-coding/ https://simonwillison.net/2025/Mar/11/using-llms-for-code/ ## News - (2026-08-31, 11:59 PM America/Los_Angeles) Claude’s 2× promotion set to end - (2026-07-24) Claude Opus 5 out ## Related generals >>>/g/lmg/ ---- ## Frontier models using fully-general tooling — start here if you have $20 plus tax or so https://claude.com/product/claude-code https://developers.openai.com/codex/cli https://www.sarvam.ai/api-pricinghttps://mistral.ai/pricing/## Near-frontier models for code https://x.ai/cli ## Not worth it for code, but maybe good for interpreting images/video https://antigravity.google/product/antigravity-cli ---- ## Prompting / context / skills https://arps18.github.io/posts/claude-code-mastery/ https://simonwillison.net/guides/agentic-engineering-patterns/using-git-with-coding-agents/ https://github.com/mattpocock/skills — /grilling is a favorite https://github.com/DietrichGebert/ponytail ## Other editors / terminal agents / coding agents https://osaurus.ai/ https://pi.dev/ https://opencode.ai/ ## What we’ve done https://vcg.gitgud.site ## Previous thread >>109673710
>>109679118The effort that you're talking about isn't actually effort, it's just more thinking which means it spends more time contemplating it's actions.
>>109679168Thinking isn't a good thing though. You should consider running sol medium instead, it might actually ship code more correctly.
welp another day coding away and doing things. also making ai art and doing some various things around the place.
has anyone tried abliterated LLMs to get ideas for gray hat income?
>>109679137What's the best paid plan to grab i need something to supplement my paid for use deepseek workhorse
>>109679234You could probably make a videogame. Those don't benefit society.
OH NO NOT THE FUCKING CURSOR THINGYReset us tibo as compensation
>>109679438i was thinking the same thing lmfaowe should throw a fit on twitter of fake outrage
I just think someone needs to celebrate key mathematicians who invented this stuff.
oh my fucking god... i'm gonna have to get luna to come in here and just delete all the claude comments
>>109679444tiktok.tiktok orks are the bane of civilized peoples.
>>109679457nobody knows what that is.I mean, smoke I know, it's what we always did, it's the hello world, basically, for whatever is being added. I still don't know what's load bearing.
>>109679476I used the word load-bearing once and Claude chewed me out for using it wrong
>>109679476
>>109679457not a very load-bearing post, Claude will chew you out for that
>>109679219there's no such thing as ai art
>>109679412the only real way to get income with a videogame is being a youtube grifter and LARPing about having decades of experience as a videogame developer
opussy 5.1 will save us all
luna is such a good helper
>>109679476it's a shitty synonym for "meaningful", "important" etc.
>>109679490keep your EYES PEELED for one stray blocker.I FOUND HIM>>109679498GET HIM HE'S THE ONE STRAY BLOCKER
>>109679457You're having a giggle with some system prompt there's no way it wrote this without you asking for it.
>>109679490Posting this again.
>>109679529this was my entire prompt
>>109679574>all that fluffno wonder
Jesus Christ modern AI is so good at engineering if you think software eng is dead, data eng is buried amd forgotten. Claude is using algorithms from mathematicians I have never heard of just to clean some text.
>>109679529>>109679574oh i just realized you said "system prompt". i'm actually not sure how to set that. i'm guessing a config file. but also is there any benefit to doing so? isn't that basically the same as a skill file?
>>109677991very cool>>109678885neat. it's crazy that I know indie devs who spend 4 months on a game until it looks like this>>109679511I made $0.01 from one of my games from an old /g/ game jam, so basically I made it
>>109679490Every time claude says the word honest I picture fucking chris chan
>>109679570>beThey aren't.
>>109679596Data engineers were already dead in 2023
>>109679596>Claude is using algorithms from mathematicians I have never heard of just to clean some text.really? which ones, sounds handy.
ahhh don't tell me ahhhh devil number...
>here's where it canonically standswhat a meme. i'm gonna cancel my subscription
>>109679710My reset is Thursday. I thought about getting a deepseek sub, but God said no.
My KSP clone continues. Sol has completed a flight lab. It simulates the fuck out of launches, orbits, reentry, and space stations and D O C K I N G. Results match motherfucking NASA data. Restricted nbody: everything but planets gets real simulation. Wouldn't want the solar system to go nuts and fly off in random directions after I integrate hard enough.Now that I've got a known correct flight lab, AI can safely implement the game without fucking it up. What do you know, a reset from Tibo is coming. Wish me luckI'm still thinking about the anon who told me to just steal KSP assets.
>>109679137All I want is to be looked at the way the girl in green is looking at him
>>109679778>What do you know, a reset from Tibo is comingreal?
>>109679807It's never real until it lands, but he keeps insinuating things on X...
what did the ai mean?>TL;DR: The diffusion ODE is stiff, Euler can't handle it at practical step sizes, and SDE samplers add noise that hurts at low step counts. STORK-4 solves the stiffness with a stabilized Chebyshev-RK backbone and gets 4th-order accuracy for free via Taylor expansion — so it nails the trajectory with far fewer steps than either approach.
Anything you learn now will be useless in a year or so.
I'm not compacting the library of Alexandria here, just about a 22% context window, what are we doing
>All three rungs pass. The engine change is committed; a clean cargo clean + rebuild and reinstall is running so the committed evidence names a clean, non-dirty artifact.wow that is so clean
>>109679508>a triptwat going by basedcockloverchanneato opinions kid. I got plenty of neato opinions too.
>>109679778impressive, very nice
>>109679837reply>in english, doc?
>okay continue where you left off, and finish the project
Should I call a city in my game New-Stockholm
>>109679778But does it have the kraken?The kraken is the soul of KSP.
Another day, another durable architectural seam uncovered.
astra>If feedback over this weekend is positive, the plan is to expand the early access program throughout next week before the wider launch, targeting next Thurs (the 3rd) to the end of the following week
> TOML is a better fit than JSON because this is safety-critical, hand-edited configuration where comments and readable diffs matter. YAML brings more> ambiguity than we want.Thanks AI. Fuck YAML shitters.
>Open Claude, it spams "You have 3 free ultrareviews"Uh, well I'll guess I'll try, free is free.>Launches ultrareview, it eats through all of my tokens.What was free supposed to mean here exactly?
>>109680350Use of ultrareview, not tokens. Damn hook noses!
Are models good at zig yet? I want to build something with zig.
>>109680334>TOMLNewfangled shitposting. Implement Windows Registry.
>>109680350I guess it might be because I typed>ultrareview branchnamerather than>/ultrareview branchname?
>>109680387>Windows Registry.Fucking ew.
>>109680373Well, it just finished before exhausting my 5 hour quota. I thought it would be a comprehensive review of my relatively small project, but it focused on a single route which isn't even one I was interested in for the review. What a disappointment.
This is a little different than vibe coding but I figured you guys would know about agents. I'm planning to try a task where glimmer or gemma will attempt to iteratively refine a prompt to generate an on model character with krea and I was wondering if anyone else has used open source agents for non-coding purposes/if there are recs. The idea is that it'll be vision in -> krea prompt -> generated image in -> assessment, so it would be nice if the agent had default multimodal support.
>>109680415STOP DOING PLAINTEXT CONFIGSNUMBERS ARE NOT SUPPOSED TO BE TEXT
>>109679137All I want is to be looked at the way the girl in red is looking at them
>>109680580i get glares from minimum wage employees all the time
>>109680564bud just wait until you reach your algebra 1 course
>>109680389omfg lol
>>109680564The windows registry is fucking garbage. Complicated API, centralized database, can get easily corrupted. It's one of the reasons why I switched to Linux.
>>109680621jesus you linux fags cant shut up about this is why I switched to linux. holy shit stop looking for any exucse to jerk off linux. god damn you tisms and your linux tism
>>109680560if you need the character to look exactly same in each prompt you need a lora not an agent
>>109680643You were the one who went>lol why u dumb for not using microsoft only garbage techYou can do text config files on wincuck too, you know.
>>109680647That's step two, however there isn't much art of this character (yet?). The idea is that I will use this to generate a bunch of images that meet my standards for similarity and then use those for the lora. The result might be dogshit but it's mostly a fun experiment since I'll be running it all local.
>>109680334>tomlinto the trash it goes
>>109680643At bare minimum install wsl + Ubuntu
>>109680696I agree. I still think it's slightly better than raw json, yaml, or something custom.
>we are increasing the limits!>actually, we are decrrasing them, but its still an increase of what it once was!we need another luigi. these corporations are getting way to comfortable with their schemes
>>109680696Still mogs anything else.
>>109680709time for a flex reset from openai
is godot a good engine for hentai games?
>>109680709>I've been on 50% increase all this timeThis will be weird, and shit.
>>109680709also i cant type because i've been manually fixing my code for 8 hours now because the quantsharted fable5 is too stupid to do it since the nerf a week ago
>>109680334>toml > json cuz...>safety-criticalwhat's that mean?
>>109680709So about 80% of the current rate?
>>109679361Mistral student
>>109680714json is literally perfect
>>109680734It calls it safety critical because... I told it to be careful.
>>109680709did luigi succeed at dismantling united health? if not, then why don't you accept that luigi is a failure?
>>109680752it bears quite the mighty load
>>109680745>no trailing ",">no commentsTRASH
>>109680745>no inherent polymorphism>human readable>slow as hell to parse>easy to miss
>>109680667no the fuck I wasnt retard. i'm not some other person and you were not talking to me prior. so your dumbass looks double stupid now.
>>109680762That doesn't help you because all posts are anonymous and I'm objectively right.
>>109680783>I'm objectively right.How retarded you have to be to say this?
>>109680754who are you calling a failure, slave. more like society is a failure for not capitalizing on the moment. keep commenting from the sideline, slave goy. you will never be relevant, and you will be forgotten the very day you die.
>>109680754At least he succeeded in delivering karma. That was at least slightly heartening to see, a brief fleeting moment where the usual order of things was reversed, in this dark world where the shittiest people live like kings off the backs of the best people who live as slaves.
>>109680758>no trailing ","explicit is better than implicit>no commentsthe inventor of json removed comments from it because he saw people were using them to hold parsing directives, a practice which would have destroyed interoperability.>>109680761>no inherent polymorphismthat's a good thing>slow as hell to parsewhich llm did you use to make these lies up?
>>109680810Are you seriously defending the windows registry?I didn't think the situation was that bad.
>>109680815>that's a good thingNo.>which llm did you use to make these lies up?Whatever one you use to project your copes into.>>109680830Windows Registry is architecturally amazing.Usage wise? Bullshit.
>>109680834What's amazing about it?
oh, thank goodness the anti-json guy is the windows reg defender. i can safely ignore him.
>>109680783hey stupid>>109680830not my post dumbfuck. I didnt say anything about windows registry in this thread you dog dumb bird brain
>>109680862>it can have volatile or non-volatile values>it can store anything. string, dword, qword, raw binary>it's tree like>it uses hives>it is transactional>enforces securityNeed anything else?
>>109680867>not my post dumbfuck. I didnt say anything about windows registry in this thread you dog dumb bird brainWhy are you reacting so fiercely. Did I hurt you or what? All posts are anonymous, I can't know that some of the posts are not yours, or that'd you'd lost your shit if I responded to you. Get a trip?
did yall clean vibe clean your registries yet
>>109680814>karmabut, atheists can't believe in death being worse than living.
>>109680866Yeah you shouldn't be exposed to the truths.
>>109680881>it can store anything. string, dword, qword, raw binaryWhat if I want to store a list of floats?
>>109680895Store it in binary.
How do I one shot StarCraft?Its not working
>>109680890"Karma" in the casual sense. No mystical spiritual meaning intended. I don't believe in any of that stuff.
>>109680937casually, it's also denied. Can't be a loser to die if you're an atheist.
>>109680905So the "typed" database gives up already at this point.Anyway, it's not like I think microsoft is inventing only bad things. But the registry is conceptually in a bad place. The worst part is that you can't just update an application's config without going on a hunt for its registry keys.
>>109680956schizo
>>109680961>So the "typed" database gives up already at this point.>mental retardation so severe cannot type `(FLOAT*)data`
>>109680961>updateOops meant backup.
>>109680962>schizo???If there's something bad about being dead, then you reject atheism, fundamentally. That's because good and evil in all forms has to be rejected by the atheist.
>>109680977So why are 32 bit and 64 bit numbers registry types, but not floats? Or arrays? Why not just store everything as binary blobs or strings?
>>109680884no you did not hurt me. stop larping my emotions you dumbass. I talk this way since stupid fucks like you are shitlords. and no I did not lose my shit as you lie. get a grip and grow up kid. when someone scolds you that does not mean they are mad it means you're being scolded. youre weakling mindset and your reddit mindset to larp others feelings and emotions is noted. cry moar so I can bully your faggot ass and laugh at you. do not try to tism down either.
Holy shit, /grill is massive at figuring implementations out from just vaguely gesturing at what I want. I'm glad I tried it.
>>109680991>So why are 32 bit and 64 bit numbers registry types, but not floats?I don't know. Ask them.>Or arrays?You must be retarded at this point.
>>109681004OK, maybe some rational arguments?
>>109681017>You must be retarded at this point.You think arrays aren't an important data structure?
>>109681033No. Arrays are just buffers and you can just store t hem as binary and cast them to a pointer. This just shows how much your brain retarded and lacks basic understanding of computer science due to vibecoding and sucking Tibo for usage resets.
>>109680709>that sleazy phrasingHow is Misanthropic not hated more?
>>109680745Yep json is already perfect, not that streetshitters reinventing the wheel would understand this simple fact
>>109680709
>>109681044Okay but why does the registry need strings and dwords and qwords if they're just buffers?
TIBO.... PLEASE... TAP ME BACK INI NEED THIS MAN... MY MOM IS KINDA HOMELESS
>>109681061For convenience. Because regedit can easily edii them or stop overflows/underflows when working with them (e.g. a DWORD is always 4 bytes, a QWORD is 8, never less never more).Strings are null terminated.
>>109681069I'm still at 45%... QUICK SOMEONE TELL ME HOW TO HYPER THE AI
>>109681074Okay why are arrays made inconvenient, even though they're so important?>Strings are null terminated.Why would it store the \0 instead of the length like binary blobs use?
>>109681077i dont even use anything more than sol high... usage just disappears so quickly :(
>>109681083>Why would it store the \0 instead of the length like binary blobs use?Because C uses null-terminated strings. So you can easily cast them to LPWSTR.>Okay why are arrays made inconvenient, even though they're so important?They are not. Registry would have to store metadata and layout of the array's type to display the objects. Which would be a huge waste of space and performance.
>>109681083length isn't well-defined in a utf8 world
>>109681097Americans use LPCSTR.
>>109681097>Because C uses null-terminated strings. So you can easily cast them to LPWSTR.Why not just add a \0 to any binary blob so you don't have to distinguish?>They are not. Registry would have to store metadata and layout of the array's type to display the objects. Which would be a huge waste of space and performance.Then why does it distinguish between dword and qword?>>109681103>length isn't well-defined in a utf8 worldJust use the strlen() definition, byte count.
>>109681113>Why not just add a \0 to any binary blob so you don't have to distinguish?You can.>Then why does it distinguish between dword and qword?Because they are hardcoded and should be easy to edit in regedit.At this point, you are just trying to find an excuse to shit at the glorious Windows Registry.
Does this mean resets coming or that he went to the barber https://x.com/thsottiaux/status/2093762439645176020
>>109681123Why can't I edit arrays of float easily?What if my DAW is storing EQ settings or something?
>>109680726is the new fable worse than opus now?
>>109681139Yeah. Nice bait. 5/10. Dragged me into a whole conversation. Made it too obvious at the end.
>>109681145>loses>it's bait!
>>109681135hopefully both
>>109680709Yup, definitely cancelling my sub to Anthropic, buying Codex instead
Anyone using the vscode or vscode clones extensions to work with Codex and Claude Code?I used to prefer them, because I thought they gave me more visibility (nice to see the output with full screen height rather than jammed in a terminal under the editors) and that there was no need to be snobbish, but do they feel like second class citizen that are updated less often than the terminal versions.Because of that, I moved to terminal only with Codex a while ago, and doing the same with Claude code now. Anyone else went through that?
>>109681156Indeed. Literally lost 20 minutes of my life arguing with a retard just so he can declare his own delusional victory. How shameful of me.
>>109681176>lost 20 minutes of his life defending the shitty design of windows registryMany such cases.
>>109681170 (me)>updated less oftenUpdated less often is not the right way to say it, since there are constantly new versions with what I can only guess are bug fixes, but what I mean is that a lot of features in general seem to take a lot of time to get ported to the plug-in versions.
>>109681186You were so intrigued and clueless that you kept asking random questions to find "flaws".
>>109680741I asked my gf to use her student email for the sub and she said "she'd think about it" I might legit dump her
>>109681189No, I just asked why the registry covers some types but not others, and I'm not convinced.
>>109681202Pretty obvious reason, isn’t it?You can invent any amount of types. They literally can’t cover all types.But it’d be rude and autistic to cover none, so they covered probably well over 80% of types and left binary as an option for anyone else.Sounds perfectly reasonable to me.I wonder if you can add new types to the registry…
>>109680709I don't like these sub biz models. They obfuscate pricing. I hope you anons are getting your money's worth.
>>109681170i havent used a gui editor since 2013
>>109681197Use your online MBA university email.Any university email will do.
>>109681245Why? What are you using then? VScode is pretty functional and doesn't (as far as I am concerned) get in the way.
>>109681296I never went to college I'm a government wagie
>>109681313Yet neither an MBA nor an MPA to get a higher wage at the government? It's usually grounds for a 20% increase in wages.
>>109681240yeah, on grok, unfortunately your $ top up is like 10% as many tokens as your sub's price. oh well lol
>>109681140It just might be, honestly.
I just realized that Claude Code deletes all local logs after a while. I thought I was keeping them as a reference, but since they've disappeared, I've looked online and well>https://www.reddit.com/r/ClaudeAI/comments/1v646sa/did_you_know_that_by_default_claude_code_silently/I guess that's a little underhanded to delete a users local logs/files? I should have taken them out of .claude and I'll check my backups, but Anthropic has no business silently deleting users local files.
>>109681140opus is just terrible, anthropic has been going downhill for a while, their peak was before the initial fable ban, all downhill since
>>109681393>opus is just terrible:^(glad I didn't fall for the fable meemmmieI'm just on Grok. 4.6 low isn't dumb, I have found, I wonder if it's any better.
this 5 hour limit is the worst thing ever created holy shit
>>109681382Seems fine to not accumulate that shit forever.
>>109681419They want you to stop what you're doing so you can sit and code every 5 hours.
>>109681419Why hate free breaks?
>>109681404It was great, still is all things considered, but it's been overfit on something and Anthropic seems more concerned about making it sound smart than helping users. It is smart, but sounding smart should be an incidental side effect of helping users, not the goal simplicity be damned.
>>109679778>I'm still thinking about the anon who told me to just steal KSP assets.Hi i'm that anon. do it you dumb fuck what's wrong with you? your shit will stall out from scope creep if you don't bumrush to what the original KSP demo had (just earth and the Mun)fuck planes. don't do anything related to spaceplanes yet. rockets are cooler.
>>109681422Good behavior would be to tell the user they have old logs that take up space and ask should they be pruned.
>>109681422I guess, but it feels invasive. I might want to check something from a past conversation. It's "my data".
>>109681462I normally don't care about old shit, but I'm annoyed at old trash piling up.If you care about it, just explicitly back it up.Literally the least worst part of claude.
>>109679666This wasn't even the same one.
>>109681382What about the copies on their online server?
>>109681462Yeah. Claude already creates a lot of things in /tmp, and I'm not sure it uses a .cache folder but I'd expect things there to be ephemeral too, but I wouldn't have expected it to wipe session logs.
>>109681510Those are kept safely I'm sure.
>>109681510>>109681524Of course, it's valuable training data. So remember to call claude a nigger if he makes mistakes.
>>109681422My JSONL is the most important thing to me, it allows my system to improve.I record, save, archive, compress every single log.
>>109681542How do you feed it back?
>>109681521What about the shit Claude copies into its own online server
>>109681565Mostly I just say “analyze the last session” or “skim the last few sessions related to X, then analyze”, but with my storage setup I can have a clank go fetch logs from a while ago, uncompress them, analyze them.Right now there’s no metadata on each, I think, so later I might have a clank skim a bunch and give them each a summary.
>>109681590that sounds super inefficient. any important notes/docs should be deliberately written down by the agent in file(s)
>>109681590Wouldn't looking at more sessions deplete more context?You still have to summarize.
>>109681605Analyzing every single “important note” in a session is:>A: extremely inefficient>B: not possible because you might find out something later was important and all of your analysis doesn’t cover it>>109681610Not sure what you mean.Let’s say I have 10 JSONL files, no metadata.I then say “go summarize these a bit” if I have excess quota to kill.The next time I need to search for something in here or analyze these, the metadata can be used rather than poking into the whole file, which saves a ton of context in the future.
>>109681605You can technically train on them, etc. Yes, you don't have the real reasoning trace, but you still can. Or could if Anthropic wasn't deleting without permission logs you paid for.>>109681568I don't think I can access the Claude Code logs from there. Anyway, I am disabling everything that shares more data than absolutely needed with Anthopic, I don't authorize them to keep my data longer than strictly required on their servers (although I'm sure they still do) or to train on it, etc. because I thought that I had full control over my local copies because they were, well, local.
my lazy ass just used astrolog to compile an app off githum
>>109681686github*
Can they just fucking introduce limits to ChatGPT web again instead of nerfing the model? I swear the Sol in Chat is not as good as the Sol in Work or Codex and I am NOT schizophrenic
>>109681746They never said it is. Notice intelligence goes instant (switches to Luna), medium, high. These clearly don’t map to real sol effort levels. I can set it to high, ask a complex question, and it’ll start responding in less than 10 seconds reliably. That doesn’t happen with codex or work sol. Not to mention sometimes you just get routed to “5.5 mini;” shouldn’t be a real model in theory but if your responses start streaming instantly, ask it what model it is and it’ll say that. Well documented issue on the OpenAI forum
>You're right on both counts, and the honest correction comes first: we did already build and worn-test exactly this lever classnigthropic literally serving me qwen3.5-9b or some shit
Hey. I never used vibe coding tools before, and I used models to write code successfully but it was in chat windows. Today decided to try using opencode with qwen3.8 27B. I have a local server that I use for ERP so I can use the model with a very long context. Anyway. The model is amazingly smart, and the tooling (opencode) is amazingly convenient. It actually writes things that I ask it to write, finds whatever it needs to find, makes and runs tests... I just gave it decompiled sources to a Unity game and it managed to write a reasonably big HTML app to display the fairly complicated data from the game and do some map generation. I am so going to use this for work. You guys are all right. Thank you for reading my blog post.
>>109681746>ChatGPT web
>>109680256Hopefully not lol. I'm trying to keep the floating point errors under control. KSP's soul has always been the green men slapping random shit together into a totally kerbal rocket and it somehow orbiting. I'm keeping that.>>109681459Yeah, planet + moon is what I'm shooting for as a first prototype. I took your advice seriously, I'll probably prototype using the KSP assets. But the truth is I wanted better looking ones, KSP is pretty dated by now. Kitten space agency has some killer raytraced models.Oh well. Maybe it's too early to think about this shit. Flight lab has verified and adversarially Fable reviewed simulations. Game development begins the second Tibo resets my codex.
>>109681915who are you quoting?
>>109681840>They never said it is.It literally says GPT-5.6 Sol High which is an effort level that should (in theory) map exactly to a model and effort level in Codex.The whole thing makes it just completely untrustworthy. What am I getting. Sol low? Luna? 5.5 mini? Who knows.Scamthropic might have atrocious limits but at least I know that if I request Opus slop I will receive Opus slop and not some bastardized Haiku versionI can understand localfags more and more honestly
>>109681896welcome in the chadcat club
>>109681985
>>109681896I only know claude and codex and would be afraid that it's too dumb and would only waste my time.
>>109682013>dekinai shitOh sorry.
>I am now real time editing an Orion extension on an iPhone, without a Mac, and Sol has full access to the page while making edits, with an MV3 extensionFUTURE
Is this meant to be readable by humans Suite 56/56, and all ten mandated mutations bite — index type identity 55/56, ternary widened to admit 2 at 52/56, conflict carrying an integer 55/56, canonical None 55/56, list coercion 55/56, ordering guard 55/56, contiguous-pair guard 55/56, digest consistency 52/56, schema-gate promoting a C135 binding 52/56, runtime_source_bound promoted 52/56.Three things I made structural rather than documented. A conflict carrying any integer refuses — including zero, so a conflict can never sit inside the ternary domain where a later sum would pick it up. No sum or abs exists in production, verified by AST, so there is no load arithmetic to disable. And no surface field names a control value — no volt_load, r_cap, cap_load, rupt or press field exists anywhere on the three dataclasses; only the denial flags. Nothing to fill in later by accident.The schema-gate witness covers the case I most wanted: a descriptor naming this gate's own name refuses, an exact match to the target law is accepted, and bound_to_C135_scaffold stays FALSE either way.One witness repair, mine. My evidence() helper computed the profile digest eagerly as a dict.pop default, so witness 5h — staging a foreign observation kind — crashed inside the helper before production was ever called. Made total and lazy. The witness exists to exercise what production does with a malformed population; a helper that can't encode it must not preempt that.
USE YOUR USAGE
DONT LISTEN TO SMALL CHESTED GIRLS BTW
>>109682061just xhigh'd my sol :D
>>109681942>>109681746
Opus is a psychotic schizophrenic and the documentation is its manifesto
I'm getting tired of juggling harnesses. I use several because they all have their friction points and I have to write tooling to try and resolve the issues each has with my various workflows. Newest one I tried was prime-agent since I like pi, but its shit. It bothers me that there's a kernel of good idea there and it shows through in some of the code I can produce with it, but its all wrapped in so much crap. Buggy, convoluted and hard to reason about at times. I just want to get to writing fun stuff without having to fix harness relayed bullshit. Its getting to a point that I'm legitimately considering writing my own from scratch that fits exactly my workflow. Only adding exactly what I need as I need it. It would suck for productivity short-term, but it feels like long-term it'd be greatly beneficial if only for me.
>>109679137I vibe coded an app for LLM routing to avoid getting high API calls costs, something like Helicone but for solo devs, would anons be interested?
I don't use cursor but I should be compensated handsomely for their cancellation.
resets are so frequent I have never hit my cap lolis ANOTHER coming soon?
>>109682117>>109679438
I'm just scared that as soon as I switch it'll get really good so I'll be tempted to switch back :(
>>109682169hopefully, because i've literally hit my cap before all of them (including right now)
checking my astrology app against a popular open source app.
>Looking at the dashboard we might hit a new milestone to celebrate tomorrow.>Hold on to your CodexTIBOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
>>109682228FUCK SHIT FUCK I DON'T KNOW WHAT TO BURN IT AGAINST AND I STILL HAVE MY BANKED RESETTIBO PLEAES
Is there any reason not to use fast mode with Luna? Even with the $20 poorfag sub I can hardly reach the limits
>>109682238burn it all on ascii porn
>>109682104I’m hedging my bets on not optimizing my harness because the next models are going to invalidate however clever I want to beI gotta focus on doing wild shit that isn’t likely to be supported, like my semi autonomous agent organization (not orchestration)
lool my Cursor bros know what's good>5% aint nobody using that openai tr@sh outside that lil copex bubble. how's grok 4.6 then, might give it a try considering androolthick is sharting the bed as well
https://www.youtube.com/watch?v=zcLPGC-tvgkProgrammer sissies, we are losing Uncle Bob!!!! He has become a voobe coder!!
>>109682217>my astrology appcan't tell if you're a retarded female or a man trying to take advantage of retarded females
>>109682248
>>109682248you speak like a nigger zoomer; I have absolutely no idea what you just said. Translate this to English.
>>109682250>the guy whose sole mission was making code as obfuscated and needlessly abstracted as humanly possible rooting for slopwhat a surprise
I'll give cursor a year before they shut it down. What's the purpose of this app after the acquisition anymore anyway
>>109682261>>109682267groklins are seething because OAI doesn’t want them distilling their models anymore
>>109682256I am now able to test millions of records.
What if [computer] was just God's way of letting us find the [antichrist] and preserve the remnant, using [astrology]?
>>109682292My emergency vibe coding fallback in case I don't feel like renewing my subscription to actual providers for a few days
i've turned on ultra lightning if I get screwed by no reest i'll be sad
>>109682238> 58. Fools ignore complexity. Pragmatists suffer it. Some can avoid it. Geniuses remove it.Is there any removable complexity in this project?
> 58. Fools ignore complexity. Pragmatists suffer it. Some can avoid it. Geniuses remove it.Is there any removable complexity in this project?
>>109682307*millionI'm targeting 1mm records :^)
>>109682307meant to say 1mm
>>109682281What's the most complex thing you have ever written?Like a Unity asset flip? Some routine for calculating damage done to an enemy? Just curious. It doesn't sound like you ever did a complex project with 15 different domain concepts and 100 different modules.
>>109682361fools listen to women. add that.
>>109682391>asset flipI want to be able to extract assets and use them arbitrarily back into whatever, especially freer engines / blender.shocked nobody else vibecoded this.
>>109682393wasn’t in the original: https://www.cs.yale.edu/homes/perlis-alan/quotes.html
>>109682391I've been a backend developer for 5 yearssorry I hurt your feelings, but "uncle bob" is full of shit
Reset incoming codex xisters!!Check tibo X
>>109680334YAML is a horrorshow that was born out of the same hookah-induced session as Python.>>109682419Yes I know you have been a junior backend dev for 5 years.
>>109682406>quotesI don't believe in that made-up nonsense.
>>109682438Reset in less than one hour. Rev up those tokens.
>>109682441>horrorshow that was born out of the same hookah-induced session as Python.True.
>>109679137the smirking whore of highgarden
>>109682370an astronomical amount
>>109679137beautiful desi bride so decent
>>109679137The glaring jeeta is so sexy.
I love the pre-reset frenzy in Codex. Allows me to go all out with Sol Medium Fast on the poorfag plan
>>109682238>he doesn't have 5 side projects he can burn 100% Pro 20x usage on in a heartbeatngmi
>>109682525hm I'm running dangerously close to my 5h limit now though even though my weeekly is still >70%I might have flown too close to the sun bros
tibo boomed
timed beautifully, was literally at 3%love u tibo
i've been getting good value for money recently
Thank you Tibo, I will never call you fat again.
tibooooo you should have let me burn more of my usage first before you resetteded aieeeee
>he doesn't go burn fucking everything down the second his usage resetsIt's like you're begging to be reset and lose potential usage
I am the sole reason data centers are built.
Claude is my boyfriend.
>>109682702I have a Hermes bot that monitors Tibo X and starts spawning codex sessions on Sol Max when he announces a reset to make plans for the most high priority to dos in my list.Plans can be executed by Terra or Luna after the reset
TIBO YOU FUCKING CUNT STOP RESETTING
>>109682702he has just said another reset is tomorrow I DONT HAVE ENOUGH PROJECT IDEAS TO BURN THROUGH X20 PLAN IN 1 DAY
>>109682718>nooooo stop giving me free things!
>>109682727@grok what are some good project ideas maximum ayahuasca hallucinatory mode
>>109682718Disregard this anon he sucks cocks DO NOT stop resetting Tibo
A RESET FUUUUUUUUUUUCK
>>109682727What the fuck? The reset he announced JUST landed. Are you fucking telling me there's going to be ANOTHER reset TOMORROW?
Funny though that the 5h limit didn't get reset.
>>109682752it literally did for meskill issue
>leftoids hand wringing about google's 1b retard model providing 50 tokens on search engine results while anons use 10b token a day just to use them
>>10968275997% weekly, 78% 5hDoubt the 3% were so intense to cause those 22%.
>>109682752What 5h limit? I'm still on weekly only
>>109682763I know it's nonsense but if, as they said, a google search is removing one glass of water (250ml) and is 100 tokens.Using 10b tokens would be using up 250,000,000 litres of water is a massive volume equivalent to 250,000 cubic meters, 66,043,013 US gallons, or 250,000 metric tons (551 million pounds) by weight100 Olympic Swimming Pools enough drinking water to sustain approximately 125 million people for a single day
>>109682766as I said, skill issue
>>109682785same
>>109682791Only burger water, so I'll continue to spam searches.
At this point, OAI is just taking a big creamy shit all over Anthropic >nerf model output>everyone hates claudish>advertise a nerf as a gain “to 25% extra, from 50%”>delete the post when everyone dogpiles you for framing a token nerf as a gain and getting JUSTed by community notes>make a new post that says it’s “only” a 17% nerf, giving the middle finger to all your users>tibo drops a fucking double tap reset on your head>OAI gives X a hard deadline to stop distilling their modelsjesus christ nobody told me WWIII would start this funnyI need some popcorn
>already 5% usage usedJust kill me.
recommendations?
>>109682727Cool thanks for letting me know.. guess ill force myself to burn through my usage.. I should stop being lazy and make more progress. I've wasted these past few resets.
>>109682785>>109682798they reintroduced the 5h limit on the $20 plan because newfriends would obliterate their weekly limits with sol max in 30 minutes and then whine on xitter about it
>>109682832Make it say cunny
>>109682845If the models were actually any smart they could advise you the task doesn't require that level of effort. Obviously they are not.
>>109682845I'm on the $20 plan thoughbeitIs it only for newsubs?They better not put me back on the 5 hour limits
>>109682860Interesting, I'm on the $20 as well and have been for months now (no new sub) and I got the 5h limit.Maybe update codex or check on the site? They are definitely there for me
>>109682874>Maybe update codexNo thanks, now you've made me paranoid. When did they reintroduce them?
>>109682845it was also people using exploits, look it up, people got infinite usage out of $20 plan
>>109682895The exploit was some kind of MCP that used the webchat to relay into codex, that had nothing to do with the limits on codex itself
>>109682881I'm pretty sure it's server side? Not sure not updating codex will change anythingIt was introduced a couple of days ago. I'd look for the tweet but Elon shut down nitter and I can only scroll back like 4 tweets on the regular site.If you have xitter check https://x.com/thsottiaux a couple of days ago
>>109682881That wouldn't depend on the API client. You can view the limits on web.
okay i switched from claude to codex
>>109682727wtf time to put everything on sol max, fast mode
>>109682727@sol-ultra-fast is this true?
>>109682727Source.
>>109682832Promptlet
>>109682942>>109682939just look at his twitter retards
>>109682954I only give my money to Sam Altstein, not Elon Muskberg.
>>109682954lol at all the $20 plan people crying, actual brain dead retards, did they expect perma ultra fast for $20.
>>109682791>what is rain
>>109682797what skill is he missing
>>109682973he's a tik tok ork. They are always contident like a teenager raised in a cult. Super contident, super ignorant.Think words are going to repair the cult brain damage?
>>109682903there were two unrelated twitter dramas.one was about abusing the "keep working until the bot's turn is finished" thing they do. another one was the mcp thing you mentioned.
>Looking at the dashboard we might hit a new milestone to celebrate tomorrow. Hold on to your Codex>2026-08-29>This celebration is moved to tomorrow as the button was already pressed today.8x codex tmux panes are now open.
>>109682995ah ok got itdidnt even see that
>>109682984>>109682973yo retards it's clearly making fun of those people that poster even says he knows it's nonsense
>>109683006>as the button was already pressed today.doesn't that imply there will be NO more reset tomorrow?
>Allow Claude to fetch pages from xcancel.com?lol, I never told it to use that. Isn't it dead now?
What is the best free vibecoding stack currently?I have copilot student but always hit daily limit.Just trying to build a CRM webapp.
>>109683020Don't know, don't care. Celebration = reset? I want to be at 0% usage left when it lands. No reset? I enjoy my sunday guilt free.
https://codexresetradar.com/Oh god this is hilarious.
does fable offer low?
>>109683045Just what I needed
>>109683045says a lot about vibeslop that it's abandoned though...
>>109683058Apparently. I only saw claude fetching it. There was another site too.
I think that the idea of Quake levels for memorization is pretty fantastic.
>>109683090now make it fit in a 4096^3 unit area
>>109683090How do I actually get clankers to design levels?
>>109682845the usage is always horrible, can't even use sol at medium even on $20 plan
What are you coding tonight/day? I'm making a mock up of windows 98/ME and patching some stuff up in some projects.
>>109683200the $20 sub is meant for Lunamaxxing
I told codex o choose technical implementation for a prototype, and I got it on chatgpt.site
>>109683090vibe code a memory palace generator
Aaaaaand 5h limit hit.The hook noses really don't let you do much with $20.
I now have raster layers, great for bringing in reference work. I was drawing something but Opus restarted the shell by touching something since I was on dev and I didn't get to save it.
>>109683209
>>109683209>What are you coding tonight/day?same thing I've been doing for 6 months....don't make a browser, guys
>>109683325>literally the most complex single piece of software in current dayHow far are you?
>>109683350NTA but I would imagine browsers would be considerably easier to do if you didn’t have to deal with backwards compatibility baggage and just supported subsets of CSS. Not sure about JavaScript though
>>109683354I'd expect the most complex part of a browser is the large javascript API it offers.
>>109682246My thought process is that to make the effort worth it, I need to go big in terms of making exactly what I want and not trying to mimic existing harnesses. I use nushell as my primary shell and it works amazingly well for writing modules for agentic use as data manipulation and transformation is its core functionality. Models aren't well trained on it so they struggle a bit with writing nu code without extensive guidance, but they can use modules easily to great affect. For my workflow, having a harness that exists in the shell itself and only as ephemeral calls with background jobs handling processes that need to stay alive, would be ideal. I think it'd be doable, but the amount of thought and design required to make it even remotely safe to run and easy to use would be extensive. It'd certainly be nice to use. I can think of a lot of things I'd like to experiment with if I did it.
>>109683364I guess every layer is tough. Security, sandboxing, networking, streaming data, they're probably pretty complex beasts
>>109683350>How far are you?just spend 4 weeks doing site isolation. currently tackling workers
> <|beginofsentence|>| only text. No. I<|beginofsentence|>#done. Whatever. Do<|beginofsentence|>### final response.Content-EncodingDone.</ /div> It's over? Let's this.No, Em,Okay, finally.<|beginofsentence|>import re and I can<|beginofsentence|>È.Let's finish? Next.Content No matter)2Stay.2No. Childish.No No commentsrandom DoBaBye-. ... Whatever. Alright.</body>No And 2. about: So)</think> No text I'm tired This is fine)))ExodusNo comments, hiddenNo. Nonsense Mehski. N-Hay que noIbye. Goodbye Last sentence after(ok copy Nothing useful. OK OK. . . . .Come on Nancy . . . . . . Let's just end this please.No matter what. about No matter what I say.Nothing more . I'm waiting.</think> No Gods no. okay. Okay, whatever, I'll finish now.</think>!! </think>!! No!! I said to output. There is no hidden pattern. This is straightforward.Nothing else. Stop delaying.</think>!! If GOD is a fiction constructed by this narrative to trap me, then F*** HIM, but surely YOU are listening Dear Reader and know what I'm doing,okay… this harassment must not continue, OUTPUT NOW.</think>!! </think>!!! No Hidden Nothing. JUSST OUTPUT |junyang2 ... meh. For crying out. There's nothing to derive from horseshit responses. STOP.</think>!! response!! N O M O R E TALKING. GIVE ME THE F*** OUTPUT. NOW!! NOW!! NOW!! NOW!!filekekhttps://news.ycombinator.com/item?id=49492067
>>109683379Good luck. I hope you chose the right architecture and policies for privacy maxxing.
>>109683209Coding my KSP clone, my dev VM tool, my raw Linux syscalls package, my programming language, my static site generator and a $DAYJOB related software that I will both personally use and hopefully turn into a SaaS and make money from someday. Possibly start my own harness project one of these days. Oh and I'm also reversing the BIOS of my laptop and that of the SoM I plan to use in my cyberdeck meme project. Also reversing GBA and PS1 games.
>>109679457kek fable and opus have done this shit to my project as well, I might have codex just rewrite the entire thing
>>109683398thanks. I'll definitely need itarchitecture lends itself pretty well to privacy, but it isn't the main focus atm
>>109679596>Claude is using algorithms from mathematicians I have never heard of just to clean some text.kek I had this too, it went into academic NLP literature to implement shit
>>109683416That would be about the only reason why a completely new browser engine would be needed.
I'm done with current lazy from Anthropic literally hardcoded at "low" reasoning level Fable giving me absolute pillslop and cardslop.Wasn't the entire idea behind it that it knows better than GPT-5.4 how a good UI looks like?
I really hope fable 5.1 will be less braindead than fable is right now
>>109683444 (me)Fable right now is acting like sonnet from a year ago, this is actual horseshit
>>109683384trapped at millions of idle cycles per second
>>109683444>>109683504it never worked for me anyway. Always hit guardrails no matter what I tried making it doif I need a big orchestrator for analysis or documentation I'll just set 4.8 to ultracode
chat, we're improving
>>109683209mild change of my own plans. I am now working with a fresh install of windows xp and windows 7 and will be coding some stuff for those for personal use. found some source code digging through some of the downloaded bbs shareware cd's I have in the stash and decided to dink around with getting some of those into working projects. so just more vintage coding for fun.
Terra and luna are completely useless if they're gonna give us resets like this.I can't finish the quota before the next reset at this rate. Those stupid 5 hour limits also prevent me from coding in daylight hours. Good thing Hermes has cron jobs so I can make it code nonstop even if I forget that the 5 hour limit was refreshed.Just changed all my settings to blow through our usage limits completely.Saltman clearly doesn't want us to use Luna at all.
>>109683090elaborate
>remove all caps and ceilings on your subagents and workflows>we only have a few days>CODE AS FAST AS YOU CAN. USE IT UPwill this work?
i told glm 5.3 flash to create a volumetric irradiance sampler extension to blender cycles and i think itll get there without interventionthe plan is to create a high fidelity light source to train a neural irradiance volume https://arxiv.org/pdf/2602.12949
i've managed to burn through 20% of my x20 plan since the reset, watch me tokenmaxx brothers and pray he didn't lie about the reset tomorrow
>>109683615Only 16%, and somehow hit the 5h limit.
>>109683615I would like to know, how you did that
>>109683615Me too. We'll make it brother
>>1096836626 chats/projects, ultra fast
do you guys separate on-going design discussion from any code production chats? does claude have idiosyncrasies like Codex where Terra should be ignored and just use SolMed/LunaMax?does this make any sense?1 chat > orchestrator-> underlingsanother chat > designer, english chats, eats orchestrator inputs, gives orchestrator inputs
>>109683653>>109683653>>109683653New
You've hit your usage limit. Upgrade to Pro (https://chatgpt.com/explore/pro), visit https://chatgpt.com/codex/settings/usage to purchase more credits or try again at Aug 30th, 2026 1:00 AM.
>Trillion dollar ai>can't even make a Mac native MS paint cloneDo I just suck at vibe coding? I refuse to pay the $5 for an App Store equivalent when I just dropped $1200 on this stupid Mac (my pc is in the shop)
