A general for vibe coding, coding agents, AI IDEs, browser builders, MCP, and shipping prototypes with LLMs.►News• GPT 5.6 released for Plus and Pro users• Anthropic gives usage reset for Fable►What is vibe coding?https://x.com/karpathy/status/1886192184808149383https://simonwillison.net/2025/Mar/19/vibe-coding/https://simonwillison.net/2025/Mar/11/using-llms-for-code/►Prompting / context / skillshttps://docs.cline.bot/customization/cline-ruleshttps://docs.replit.com/tutorials/agent-skillshttps://docs.github.com/en/copilot/tutorials/spark/prompt-tips►Editors / terminal agents / coding agentshttps://opencode.ai/https://cursor.com/docshttps://code.claude.com/docs/en/overviewhttps://aider.chat/docs/https://docs.cline.bot/homehttps://docs.roocode.com/https://geminicli.com/docs/►Browser builders / hosted vibe toolshttps://bolt.new/https://support.bolt.new/https://replit.com/https://firebase.google.com/docs/studiohttps://docs.github.com/en/copilot/tutorials/sparkhttps://v0.app/docs/faqs►Open / local / self-hostedhttps://huggingface.co/bartowski/Qwen_Qwen3.6-35B-A3B-GGUFhttps://github.com/OpenHands/OpenHandshttps://github.com/QwenLM/qwen-codehttps://github.com/QwenLM/Qwen3-Coder►MCP / infra / deploymenthttps://mcp.desktopcommander.app/https://modelcontextprotocol.io/docs/getting-started/introhttps://modelcontextprotocol.io/exampleshttps://vercel.com/docs►Benchmarks / rankingshttps://aider.chat/docs/leaderboards/https://www.swebench.com/https://swe-bench-live.github.io/https://livecodebench.github.io/https://livecodebench.github.io/gso.htmlhttps://www.tbench.ai/leaderboard/terminal-bench/2.0►UI/FrontendFigma MakeClaude designhttps://uiverse.io/https://ui-ux-pro-max-skill.nextlevelbuilder.io/https://stitch.withgoogle.com/►Previous thread>>109243501
Wow actually a good op image this time
I have a xlsx with a bunch of YGO archetypes in their Japanese names. I tell codex explicitly how to find their English names and it keeps failing to do it properly for many of them.I guess this is harder than producing slop code.
>>109247117there's always room for improvement
Uh ohI think my honeymoon period is ending with copex
the midi thing continues.the latest grok (heavy) is, as they said, actually not inefficient. I'm not sure if I can even manage to spend all my tokens on this task, we'll see :)I find myself needing to take corrective action to some extent. Like /goal doesn't uh.some quirks that stand out to me, it doesn't notice them without me pointing it out.When do people find /goal is the right way to go? Like I think maybe if I had lots of features and wanted them all improved (?)
okay I'm done now
>>109247128>>109247143this, OP didn't even try shame shame
>>109247128We need a meme animal for people like me that don't even know what they want well enough to use /goalsnailcat wearing a gigachad mask?
>>109247128It's weird how even when it's trying to replicate an image in front of it, the model still manages to genericize it. The left hand isn't quite right, the hair looses that smoothness, and there's an extra catchlight in her eye for no reason.>>109247143In this one, it smooths out the right hand too, and gets the bodytype wrong.
>>109247104I'm surprised you guys don't highlight interesting things people made in these gens
conductor! roles! buzzwords I can't remember! something about servers!
>>109247155>things people madedoes he know
>>109247160the things that my slaves made are things that I made
For me it's YukikoRelevant: I've been slopping a Persona clone and I'm surprised at how much I don't have to hold Claude's hand in regards to working out the battle mechanics.
>>109247155true.In the last thread a guy made a game where he attacks starlink (it's a game, and a sentiment).I think it's funny, I have no x, but have starlink & am using grok heavy with grok build.
>>109247161i realized it wasn't clear enough when i pressed submit but i was making a shipless joke and not a "you didn't make it" joke
>>109247161No way.Cat-o-nine-snail.
>>109246887Yep, correct, nobody here has built anything successful. Let's face it, if a smart guy like you has had access to these same models and is still a failure, the rest of us have no chance. I will attest (and am sure other anons will agree) that every single grape has in fact been sour as shit and you're doing everything right and not missing out on a thing.
>>109247150
>>109247165that's because every game you can think of has been made a million times and its read their codebases
>>109247166Akshually it uses real orbital data, it only just happens that most satellites in orbit are starlink
>>109247171lmaogrok decided to use sophisticated Python package management, and I have no idea what is happening.
>>109247170Ok, maybe you're right and I just suck. That doesn't change the fact that everybody who isn't making money and thinks they're going to make money is probably delusional and will be negatively affected by AI. Which is most of this general.
OpenAI’s last 24 hours:>Top Exec unexpectedly departs>Shuts down browser tool after 9 months>Sued for trade theft by Apple>Caught selling product to China against sanctionsit's over
>>109247202shut the fuck up
>>109247202>Top Exec unexpectedly departswho?>>109247202>Caught selling product to China against sanctionswhat?
>>109247211Fidji Simo stepped down due to health issues. OpenAI technically doesn't do business with the Chinese but does allow them API access through some roundabout shit I don't remember, point is it's now being called out as potentially violating sanctions maybe.
>>109247234Forgot to say it's OpenAI and Google getting called out for doing business with companies blacklisted by whoever, the Pentagon I think.
I'm enjoying Sol a lot, quite happy with it.
>>109247202they don't call him scamman for nothing
I just used GPT 5.6 Sol Ultra to build a webapp better than the shitty dead end app that my dumbass employer spent $2M on (licensed templated app with enhanced "features" developed by "consultants")Will I finally get promoted?
>>109247282No. Best case you'll get a "nice, thank you anon". Worst case you'll get reprimanded for working on something without permission.
>>109247282become a competitor
>>109247293>he thinks it's about quality of the workha! I used to be naive too
>>109247118have you considered using a flat-file NoSQL database stored in Markdown files with YAML front matter?
>>109247184just use uv>>109247202>top execshe’s been sick this entire time
>worked for 5h26m15s>blew past the 5hr usage and kept running fine>after it finished everything it asks if i want to switch to a cheaper modellel
This is what AGI is being wasted on
Thoughts on Hermes-Agent? Is it useful for coding?
>>109247367It's a popular choice, a lot of people like it, and yes it's specifically intended for and well suited to programming. I didn't care for it, I prefer Pi for being more minimal. Lots of options, don't hesitate to just try. Try Hermes, try Pi, try OhMyPi, Codex, Claude, doesn't cost a dime to just try and see what you like using. You can even do stupid shit like use Opus in Codex or GPT5.6 in Claude Code.
>>109247364
codex made me a directors view for the winner's celebration
>>109247377What about OpenHands? Someone in the previous thread said it's outdated crap.
We have Windows enjoyers here.What are you having your clankers build your GUI apps in? I keep thinking of https://www.jsnover.com/blog/2026/03/13/microsoft-hasnt-had-a-coherent-gui-strategy-since-petzold/ — tl;dr Microsoft doesn’t have a single “you should build your app with these technologies” answer anymore
Is it better to install agents on dedicated hardware on the same network compared to a container/VM on the host machine?Like if I have a homeserver or an SBC that's on 24/7 inside my local network, does that yield benefits compared to running the agent on the workstation that shuts down when not in use? Does latency become a problem?
>>109247403Have a look at how quickly the thing types words at you. Do you really think it’s going to be a bandwidth problem unless you’re having it transcode video?
Kimi K2.7 Code is really cooking for me tonight. I usually talk a lot of shit about Kimi, it's nice to see it actually working as intended. I do wish anything, anything at all, could compete with Gemini for vision though, Kimi sure as shit doesn't. Sol feels close, I'll judge it more after I've spent more time with it.
>>109247403>running the agent on the workstationyou could do bothI’ve asked Claude why my computer is fucking up and it’s nice for it to be able to look at my system log and find out what’s broken on my Mac
>>109247407not him but it absolutely matters for code autocompletion
>>109247396Never tried it. Looks bloated and unnecessary, don't see why I'd want it over a more typical agent.
Is anyone else getting phantom resets on codex? It's really pissing me off. I can't tell how much usage I have left because I keep getting masterbaited.>you're at 40%>now you're at 99%>now you're at 91%>jk now you're at 0%I've had it happen in multiple 5 hour windows
>>109247420>Looks bloated and unnecessary,Can you explain what you mean? I mean it's recommended in the OP here so it must have something going for it?
What kinds of minigames would you play with your agent while another is busy working on a task?
>>109247438It provides a lot of functionality I don't find desirable, I consider that bloat. The functionality it provides doesn't actually enable me to do anything I can't already do. I'm sure there are people who would find it appealing or who have workflows that would benefit from what OpenHands provides. I like Pi, which is about as minimal as a coding agent can be, something "big" like OpenHands doesn't appeal to me. They seem pretty focused on enterprise customers and enterprise appeal.
>>109247104cringe gay coded thread, HITl chads already won over ludites and vibe coder transgenders
>>109247452>HITlyou were so close
Have any of you actually made a game or are making one?
>>109247467>>>/vg/agdg/
Can AI coding help with Unreal Engine development? Does it get around understanding all the weird Unreal Engine macros? And if so how far can it actually go? Can it build netcode and low-level memory management?
>executing a major refactor with 5.6 Sol Ultra+++>have 10 5.6 agents working on my repo all at once>this comes days after I did a major refactor with 7 5.5 xHigh agentsI straight up don't give a fuck anymore. I've fully given in to the slop, I'm not even in control of what's happening anymore.
I AM USING /GOALLLLL on my midi thing.I'm at 35% used. Will grok heavy eat it all up?
>>109247510>>executing a major refactor with 5.6 Sol Ultra+++You must be rich.I'm a poor person, I'm using grok. no offense Mr. Elon.
>>109247510you can clean it later though
>>109247510kek i've basically been doing this as well, but ive put it on ultra and have it write up plans for refactoring things based on maintainability index/etc and then have max do the implementationi'm going to use the next fable session to make more user simulation testing so hopefully no bugs slop through
>>109247558Fable's purpose is to generate 4D games. I sure hope you're not counting beans with Fable.
>check subagents>6/6>6/6>1/1>57/75
>>109247571>not about gameswow. just.
How do you make the model spawn smaller model subagents?
another reset incoming
>>109247472>looks inside>literally just two schizophrenics flooding the entire thingjesus fucking christ 4chan really is a looney bin nowadays in some generals
>>109247597you can set CLAUDE_CODE_SUBAGENT_MODEL or apparently specify it from a markdown file if the agent has a name[?]i thought there used to be a setting in claude code somewhere that let you configure it too
CLAUDE_CODE_SUBAGENT_MODEL
>>109247616But, aren't you supposed to be like baking flatbread or something sharmuta?
>>109247616a growing chunk of 4chan is just schizos fighting schizos in dying generals/boards
wtf it's 2 am, I am looking for things to do to burn tokens since I have a banked reset that expires tomorrow, and there just was another surprise codex reset so I'm back at 100% quota left
>>109247623ok so sharmuta is Arab for somethingI don't get this. Am I supposed to be Indian or something? Do the needful and explain your insult
>>109247612dammit Tibo I just finished off the last of it let me sleep you piece of shit just stop
>>109247637>I am looking for things to do to burn tokens since I have a banked reset that expires tomorrow,Same here.
>>109247625it's simple, first a schizo appears, then an alcoholic like me relentlessly antagonizes them whenever they make themselves known, becoming the second schizo, and eventually someone gets annoyed enough to start calling me on my shit turning them into schizo the third and it just keeps going like that, hopefully forever
>>109247616There’s a reason why I don’t have a tab open there all the time like I do here.>>109247643did your goat die and now you don’t have a gf of your own or something?
>>109247677:^)Your ai is epstein.
>>109247510Based, but>with 5.6 Sol UltraThat's just a bunch of Sol High instances, Ultra doesn't use XHigh
>>109247691Nobody cares.> india <you are writing a bean sorting bean counter.
Guys! The Desktop Commander MCP hack is working EVEN BETTER than before. Now it doesn't ask for confirmation a lot for commands, it just keeps going until the task is finished.This is effectively unlimited Sol on the $20 (thinking goes to High only) or $100 plan (goes up to Extra High).I'm thinking about uploading my fork to github that works fully locally so you don't have to depend on DC's servers, would anyone be interested in that?
>>109247701Hey this is fun to see. The old setup was neat but I always found it too slow/janky. I wouldn't mind seeing what you've got, I'd be particularly interested in how you're tunneling because I never found a solution that I actually liked.
>>109247701have you tried using it in new codex app? it now has chatgpt inside too
>>109247707That's not the point. This works even when you run out of usage.>>109247706I got a no-ip ddns, got a letsencrypt cert and exposed port 443 for oauth from the router.
>>109247715>I got a no-ip ddns, got a letsencrypt cert and exposed port 443 for oauth from the router.Neat, thanks anon.
>>109247707But maybe I dismissed your response too quickly. Maybe the codex app has a better interface or something. I'll check it out.
if you aren't vibecoding in c#, java, or go, it's a toy project
>>109247707Nevermind it's a non starter I think. I don't use Apple or Windows.
>>109247733I vibecoded an assembly file once.
>>109247684this is not me, bejitabro framing>>109247677yeah shits fucked. about the thread, I mean. I don't own goats, though I've heard they cut grass well
>>109247597Just ask them to spawn it with the smaller models you prefer.
>>109247707i think this would be funny
>>109247597In .claude/agents you can define your sub agent types and set their models and effort.
>>109247733I don't care what language it's in, if it's not a game, it's just bean counting and it's irrelevant as a stack of punchcards.
>>109247775And also generally for stuff like that it's good to get into the habit to just ask AI. I know that "ask AI" sounds like "fuck off" but it's honestly the best way to do most simple things, just like using Google or StackOverflow was in the past. I only ask humans for more general, high level ideas not just settings or implementation details.
>>109247779Then you're making toy projects
>>109247472Holy shit, I remember what that thread was like before AI. Clicking into that genuinely felt like seeing the bloated dead body of an old friend suddenly float by on the river.
>>109247643>sharmutaIsraelis also say this
>>109247733>muh language muhfuggastfu retard, you have the rest of /g/ to argue endlessly about languages. Here plain English is the only language that matters.
>>109247856English is my favorite programming language in 2026.
>>109247856retard
>>109247856Agreed. In fact, if you even chose your project's programming language yourself, you're getting too involved with the code, let Fable or Sol handle the nitty gritty low level stuff like that.
>>109247856Languages aren't about pretty syntax. Why would you use Python as a default, for instance, when AI can write Rust just as well and you get more performance and safety?Or why would you use a language that doesn't have the libs you need? Just to waste tokens and have a worse reimplementation of those libs?
>>109247868Debatable but yeah, I had this with scripting and that makes a lot of sense, different scripting languages have different strengths. I asked ChatGPT to make a script to create a tree of function calls, it picked JavaScript and that was unexpected but it looked pretty sensible.
>>109247831I don’t think the AI part killed itAt least I hope not…ah fuck, this is probably motivated reasoningit’s not like I was in there before last weekthey just attracted a bunch of self-perpetuating schizos that we’ve somehow managed to avoidours just come and goI try to keep /vcg/ good but there’s not a whole lot I can do other than be like >>573577018
>>109247882not having to spend time and LLM tokens wrestling the borrow checker is nice when you’re in the fuck-around stageThat said, once you’ve found out, Rust is a good choice
>>109247905what the hell, the good post got deleted
>>109247929that's not a /g/ post number
>>109247940Oh. It’s in >>/vg/. Can I link to a post in /vg/?
>>109247948>can’t count to threedo I go for the “I should have had a drink earlier anyway” joke, or do I go for the Gabe Newell joke?
>>109247948like this >>>/vg/573577018
>>109247961thank you
>>109247856I forced ai to use graphql. sue me
Sol Ultra has been running for 3hr 14min now. this mother fucker is relentless
>>109247701Sure, I'd like to take it for a spin
>>109247646>>109247655Are all of you on the 20x plan?
>>10924804420x at work, Plus at home.
Is there literally any time where docker is not shit? Can someone adjust the system prompt to make this fucker stop suggesting to use Docker, ever, for any reason? And I already know about how memory works, so don't accuse me of being a newfag. It is absolutely fucking ridiculous to use Docker in 2026. We know the history of Docker regarding security. It is a laughable fucking joke. Use any other fucking OCI compatible technology, ideally one with a rootless/daemonless architecture, which one doesn't matter, you could even use k8Ss but seriously man fuck Docker. They even charge for the Docker Desktop now, that should go to show how far up shit's creek Docker is. Thank
>>109248044I'm trying to build a company and escape the rat race.
>>109248053echo "Don't use Docker for any reason." >> ~/.claude/CLAUDE.md
>>109248059>And I already know about how memory works, so don't accuse me of being a newfagREAD THE FUCKING POST.
>>109248061I didn't accuse you of being a newfag, though, so I'm literally fine and did nothing wrong.
>>109248064Stop trolling
>>109248061I don’t think of CLAUDE.md files as memoryyou can turn memory off and Claude will still read CLAUDE.md and inject all that into every single prompt
>>109248077What you think of is irrelevant here, the single source of truth to this question is Anthropic's own documentation.https://code.claude.com/docs/en/memory
>>109248084oh, I think of “auto memory” as just “memory”and we turned that off at work
Chugging along. Reminds me of that XKCD comic
>>109248061If you've already written that into CLAUDE.md and it still suggests it, then it's likely that your claude isn't reading CLAUDE.md for some reason.
>READ THE FUCKING POST.
>>109248061The docker garbage can be aliased to Podman. The only thing left would be to force your clanker to never run it privileged. What you can do is set up a different user on the machine, allow linger and map the uid/guid, and then instruct to use SSH to localhost in order to interact with the containers.
>>109248053another option that may or may not work with your setup: keep a Dockerfile around for your hosting/deploying, but don’t develop inside of Docker
>>109247637>>109247655You dudes need to start writing down ideas that pop into your head throughout the day so you have something to work on in these situations. Or just sit back for a moment and think about a hobby you have, and make something related to it that would be fun to mess around with. If you like disc golf and space elevators then make space elevator disc golf. If you like making I dunno fuckin glazed tiles then make a tile glazing simulator, if that already exists then okay let's look into related forums and and you'll find something like oh, 80% of tile glazers are childless cat ladies, then you can just say okay Codex you faggot make a simulator where you're a cat glazing tiles for iOS, then sell it for a buck. Or just think about what your day was like. Hmm there was forest fire smoke outside today, I'll make a water bomber simulator. Then when you're building things will come to mind, like maybe you can choose to dump water or gasoline in different modes. Then you realize that water bombers vs gasoline bombers multiplayer would be cool, and that multiplayer experience is what the game ends up being. I seriously don't understand how you guys can sit there and have literally no ideas. Choose an object in your room and an event at random and tell it to make a game. Hey Codex you bitch make a cassette tape rodeo game. Some shit like that. If what it makes is gay, reroll from the start in a new project until you have something good to build off. Stop thinking about it so much and just start building something goddamn it you faggots.
>>109248206also>bank your ideasbank your too-hard-for-your-best-clanker problems tooso when a new one comes out (or Fable stops being API-only permanently) you’ll be ready to goyou do have a to-do app that you can easily add tasks to an inbox like OmniFocus does, right? Or tell your telephone to capture a to-do while you talk at it, right?
how do i use ai?
>>109248237just talk to it
>>109248237you can't it's illegal
>>109248239hello robot, i need a video editor like premiere but way lighter and less bloated
>>109248249sorry, out of credits. cough up the dough goyim
>>109248249ffmpeg
>>109248253thats like suggesting a engine for someone wanting a slimmer car
>>109248257engine
you guys think sol will be able to port harry potter for the psx to x64?
If it works I might begin to port psx games to webgpu
kek>https://youtu.be/tJP5f3x960Y?t=8m4s
>>109248304have you tried this with, like, a Game Boy game first?
>>109248304kek copex still does that yapping shit
>>109248304yeah
it works for outright reverse engineering too, hell yeah. this is much better than misanthropic.
Any insights into how the app compares to the CLI aside from visuals? I'm used to CLI interfaces but I'm wondering.
Decided to try out Grok, and it is too fast, it just asked for permissions to do shit like 2 minutes ago and a working prototype is already running. I don't even have time to watch slop in-between the prompts anymore. Vibe coding became too hard.
>User answered Claude’s questions:>I _still_ don't understand what the metric fix entails. You're going to have to devote about as much as you have on the entire page _just_ to helping me understand the backstory to what's involved with the metric fix.
>>109248340implement your own ultracode for itultracode-style workflows eat loads of wall-clock time
>>109248331It's better if only because unfortunately that is the only way you can interact with threads remotely if you have remote control set up. You can do a hack to monitor from CLI but not drive the work.
>>109248366damn
move slow, snailcat!
>>109248374this time for sure
>>109248370I assumed you mean codex so just confirming but yeah, it sucks hard.>>109248304I have it porting a VN from the PS2 era to a Godot wrapper with a port of the functionality and it can't get the title screen and attract sequence to properly work 8 hours in with a Ghidra RE done and it's crawling its way there. I can't imagine how a proper game with performance metrics you need to hit and etc. Probably would fare worse here.
>>109248374doomers gotta love AI, can give them a new "it's going to end" video every day as a scheduled task
>>109247905It was 100% killed by the same couple of AI schizos that spam all day on here. There's a sister thread on /bant/ where they filter them with flags and IDs
>>109248374we're innovating - it's not a mere bubble pop, it's a segment-specific great depression now
I don't understand how anyone can seriously talk about AI "bubble" when we're consistently getting better models like every month, both paid and free, for any task possible.
>>109247165I was gonna make a persona clone but then I made a renpy thing that has various mechanics and now I realized I don't have a story i want to write lol.If it's up your alley can you make a twitter or devlog? I'd love to play some persona clones. 2d right? and in what game engine?
>>109248442I can't wait to turn these frauds into biofuel during the luddite purge
>>109248465they are tranny grifters or tranny artists or just trannies
>>109248374>>109248442>>109248465I'm utterly convinced a lot of people are convinced about going AI doomer besides luddite views about it and clickbaiting from the people making money off it because they have not properly used a frontier model or seen the demonstrations from the last 6 months. All they have ever used is free ChatGPT or old models from last year because the industry they work in is behind and only previsions what is cheap. I can see a bunch or people at least stopped being convinced it will suck and is a money pit when stuff like Claude Cowork and ChatGPT Work gets rolled out more even if their view is negative. Mythos/Fable 5 did make the headlines, yes, but it's more of a theoretical problem and not immediately impacting normal people who saw the news.
>>109248374fucking kek this guy of course being the fucking dogshit juggad scammer who got caught lying about himself being an engineer right
>>109248481Big of you to assume trannies are employed.
>>109248481>they have not properly used a frontier model100% this, you can go on reddit and even /g/ and see plenty of retards posting how dumb google search's AI is and thinking that's a gotcha, they fail to realize that's the equivalent of eating food from restaurant's dumpster and thinking it has anything to do with the restaurant's actual food quality
>>109248206>>109248223Don't you guys have your ai keep a todo.md in your project folder?
>>109248501AI is still GPT-3.5 tier to normies. Better for us though, we're ahead of the curve.
>>109248465Web got more and more advanced but the dot com bubble still popped
>>109248515No but that's a bretty good idea
>>109248522(◠‿◕)
>>109248515I use a vector db for each project
>>109248540>falling for the RAG meme in 2026
>>109248547works on my machine
>>109248515I ask it to write a Markdown file where it keeps decisions + todos, really useful to resume sessions with clean context and switching models. The only issue is that sometimes it forgets, even if it's in the AGENTS.md. Probably a skill issue on my size tho.
>>109248520the comments in these are so funny, usually retarded broads saying shit like "hes single handedly going to end AI"
>>109248501Part of it though is that AI labs should be giving free payers a taste at least of the cutting edge, even if they get like 5 prompts and it's done on a lottery basis. But their PR has been horrendous thus far and the scramble for all compute possible and etc. has made the normal people against this much sooner than it should've hit. But I can't fathom any normal person looking at how GPT 5.6 does computer use and coming away thinking that the capability it exhibits to do that isn't near magical and game changing.
>>109248551let me take a peek into the head of a RAG user, what benefits do you believe it gives you and the model, over what can be achieved with plaintext + search?
>>109248084I don't think this even applies outside of the web ui
>>109248540holy based RAG chad that will inherit the world once subscription plans stop being subsidized and token efficiency maxxing via API will become the most important skilltotal grep sissy death
>>109248481To be fair, I think AI does amazing things I use it myself, but isn't the real problem the cost? It is not realistic right now. The AI providers are not making money. The current prices for users are not real and obviously the providers are utilizing a lot of shady financing seen in other bubbles.A bubble doesn't mean the technology is inherently bad, it just means there is a lot of BS happening in the industry.
>>109248597nta but plaintext+rg is still better when you know the token, but half the time I don't remember if I called it "job runner", "queue worker", "task pump", or some other 3am slop, and the embedding search finds the right chunk anyway. I dump notes, todos, old bug explanations, api docs, commit summaries, and design decisions in there with file paths + timestamps, then the agent pulls the 10-20 relevant chunks instead of me pasting half the repo into context like a caveman. also nice for "where did we already handle auth refresh?" or "what was the reason this gross workaround exists?" When the answer is in a random markdown note or old issue, not in a clean symbol name.
>>109248611if you can't afford AI you need to be enslaved, it is the sad truth, we have allowed cattle to roam free as humans for far too long, and I think AI will finally help us correct that
>>109248622I think you are misunderstanding. The current prices are too low. They are not real in the sense the companies providing the AI are losing money. You are using subsidized AI.
>>109248629did I stutter?
>>109248631Retard.
>>109248637why so angry? you have access to AI right now, if by the time the price increases you haven't made it then you deserve to be enslaved, you are being given a golden opportunity
>>109248640You aren't part of the elite just because your slop makes 1.5k a month.
>>109248616Are you using open source/self hosted models? this reads like you assume the model is retarded and can't do broader semantic searches using rg on the actual repository (you know that thing that's the definitive source of truth and current state, not a secondary source that contains potentially outdated info). Or maybe point the model at the general location of that thing you can't remember the specific name of, describe it generally, and the model will find it within seconds? That leads straight into making edits on the code, and not going through a middleman.
C++ bros how is 5.6 compared to 5.5 xtra high?
>>109248629only if you overvalue the cost of R&D by magnitudes. chinky models API rates are roughly near the cost of inference.
>>109248677you are part of the seethe and you make zero per monthtry not to rot your axewound about it too much
>>109247797This is incorrect.If you are not making a game, then you don't matter, and you just count beans.That's ok. I mean, it's not okay. Actually, it's bad. In fact, it's quite not alright, it's not acceptable.
Can you imagine literally chaining yourself to a computer so you can help the bean counters count the beans?People who are important - that matter - such as myself - we vibe GAMES.
>>109248910>we make dopamine drip feeders!
My honeymoon period with Sol is officially over. It still runs kernels per token and moves the data back and forth between cpu and gpu for every token.Fuck this gay life man.AI is still fucking useless for GPU programming.
>>109248520Normies never quit on a miss, if it's their own expressed opinion.We best be trying to get normies to commit to hating ai.
>>109248923and you groom kids on bluesky, I think he's the better MAN
>>109248640Shut the fuck up you retarded bootlicker.No, AI has not made it easier to "make it". You were more likely to make money with software BEFORE AI than after.
>>109248947>Shut the fuck up you retarded bootlicker.>No, AI has not made it easier to "make it". You were more likely to make money with software BEFORE AI than after.
>>109248907open your toy box and show me your toys
>>109248701it fucking sucks
>>109248954'dites won't like this one
> Pursuing goal4h 20m 13s
>>109248986I say that
STOP RESETTING THE LIMITS I WANT TO SLEEP
Reset credits should be auto used when they expire
>>109249017Start a goal and hook it up to an alarm to wake you up when it's done
>>109248597nta but ur clueless, typical 0 critical thinking skill >dae long nosed token merchant said RAG not needed and grep superior so it must be truefool. so let me lecture you on some stuff:>(((coding harness merchants))) hate RAG because it requires a vector DB and indexing, which requires external 3rd party tools and licenses they would have to aquire (oy vey muh shekels!!). build a good RAG pipeline from scratch would require effort, unlike their current "just generate another slop.md and call it revolutionary new feature XYZ">grep method is multi-turn/multi-step by design, allows (((coding harness merchants))) to sell more output tokens, which are more expensive (1x 1000tok cheaper than 2x 500tok etc.)>pro grep and anti-RAG shilling was heavily funded by NVIDIA (source: common sense) so that there's more demand for datacenters to handle all these multi-turn grep workflows which in reality could all be done in a single (or two instead of 5+) prompt/apicall with a decent RAG setup.>(((token merchants))) absolutely hate RAG. a single prompt less profitable than multiple prompts with same total amount of tokens, but also does a larger prompt with more context/tokens (from RAG) cause more inference cost than multiple smaller ones that have less tokens per prompt, but more overall/combined. Hence OpenAI, the biggest scamming quantmaxxing yids in the game, have an extremely jewish context limit of 353k in Goydex. Anthropic tried to pull the same shit when but realized it's too important and thus brought it back to max plans. (Or maybe it was just corpo partners applying pressure)>multiturn grep workflow of your favorite harness heavily relies on the intelligence of "very large" LLMs from (((token merchants))). This (((coincidentally))) gatekeeps smaller local models from being good in the same harness, which would perform much better with RAG. Less turns, less complexity, less mistakes. (1/2)
>>109249064>its the le jewsok
>>109249081NTA, but both Sam and Dario are jewish, so, technically, it is the jews.
>>109247856it's all nand gates anyways
>>109248910>hurr durr I'm better than you
>>109249176Exactly. I wonder if I can make ChatGPT program directly in LLVM IR. Let's skip the middleman of old programming languages.
>>109249064>muh token usageperhaps I'll give a shit when the frontier labs stop offering me heavily subsidized plans
>>109249064(2/2)>The same counts for GPT5.6/Fable. A good chunk of the improvements over previous models simply come from higher "intelligence" to do (or not do, or how/where to do) that additional grep turn, which is friction by design and non-existent with a good RAG setup as all required information is served from one vector DB query from your prompt.So with all this being said: Should you start using RAG?For the average joe, absolutely not. No major harness is optimized for it. Learning RAG is a trip mine field of bad opensource frameworks and clueless people grifting and shilling for paid services that try to recoup from the "RAG BAD GREP GOOD" NVIDIA propaganda. Learning and building a good RAG pipeline that works for all your projects is a serious time commitment and will sooner or later turn into its own project, a coding RAG framework.So the tl:dr is: RAG achieves better results than grep but realistically only worth chasing if you deal with smaller, less competent (local) models or need to reduce API cost at any means necessary, are willing to learn every aspect of RAG and build your own RAG framework from scratch as well as heavily modify the existing agent harness you are going to use. Also if your project(s) deal with lots of video/images/audio, multimodal RAG a la colqwen and colpali are definitely worth looking into. Morphik is a complete opensource solution and a good starting point for learning and testing/benchmarking
>>109249178>counts beansoh wow I bet counting beans is very important on planet BEANIE
I'm a videogame vibe coder.MY ancestors look on me in pride.Can you say the same, beanie BEAN COUNTER?
>>109249238Show game
>>109248961So, you're a bean counter. The beans must be proud of your devotion to their lord, the bean god.>>109248923bean counting machines are dopamine feeders for bean lovers.
>>109249232Get a life retard
>>109249242So far, I've only made the in-game book reader, and I've made a lot of progress on the music generator (I could probably just stop on that, but I won't).The uh. drone game game part of the game is yeah not so great rn. The controls work with my RadioMaster T8L, which is the only supported "joystick" (it's an r/c /fpv controller/xmitter).
>>109249203very cool, and I believe you, but by time I will need to care about it there will be an entire industry of rag native harnesses that do it all automatically so I'm simply not going to learn about it is all
>>109249253>he counts beansI bet the bean god is proud.
Why do they have 5 hour limits? Why I cannot waste a substantial amount of my week limit in a day without the 5 hour limit blocking me?
>>109247153They likely used an i2i pipeline. That basically regenerates the entire image instead of only editing certain parts. Inpainting prevents this
>>109249184lmao I just tried and it actually did it. Languagefags btfo.
>>109249280Their compute resources are limited despite what the constant cash burn might suggest. They need to alleviate usage pressure somehow.
>>109249292This is all irrelevant if what you do is just count beans, ok? Videogames are what matter. Haven't you read the Tao Te Ching?
lock the fk in brolike just vibecode harder brolike just get 1m ARR from subscribers by tokenmaxxing with agentic loops and sell your saas to a vc broit's almost like you wanna be part of the token poor permanent underclass bro im about to crash out fr
>>109249283Did it count all the beans?>>109247153>>109249281The autists have been one shotted by Krea 2, which is AWFUL at anatomy. They can't tell.
>>109249297Do you think you were the only person using their computers? Enterprise customers are still a thing. Especially the companies with retarded ceos and management with "token maxxing" ai psychosis https://fortune.com/2026/07/05/ai-displacement-executive-assistants-secretaries-skills-adaptation/>>109249304Krea2 to my knowledge doesn't even have an edit model yet but uses more resources than models that do like flux Klein (literally purpose-built to be able to generate or edit things quickly). Krea2 imo is over hyped and over shilled.
theoretical mathematics is advanced research into bean counting. They invented the imaginary bean, and they are very proud of this, never cross them on the imaginary bean. they think the imaginary bean is the greatest bean ever.
>>109249280>>109249292>>109249297I rate limit processes at work on our infrastructure, mainly so that we use resources overnight rather than all during the day. If everything happened during the day we'd need significantly more hardware.
>>109249311I am not sure I'd call bean counters "people".When you see through the veil, you vibecode games.
>>109249316aha, you work in bean counting. beans beans, count dem beans.
>>109249322Haven't even considered trying to make a video game yet. The most ambitious thing I've done so far is to fix broken apks for aniyomi and mihon. Last night I had Kimi 2.7 code create ComfyUI workflows for me because I'm too lazy to learn how to do them myself.
Anyone try grok 4.5 yet?
>>109249365Yes
>>109249365i don't need to do porn generation
I will never write code by hand again
>>109249374I hope that's for the npcs in your game.
>>109249280>Why do they have 5 hour limitsSo you run into one at a crucial moment and are forced to upgrayedd
>>109249374based
I have no idea what the fuck Sol Ultra is doing and I'm too afraid to stop it at this point. This is a 130k LOC repo btw. I typed in a vague prompt about refactoring and it shat out it's own goal.
>>109249391>>109249280grok build has weekly quotas on supergrok. idk about the spensive one.
>>109249428grok build shows you its train of thought. You can interject. This has been helpful twice.Once, I was running out of memory while in /goal and so I switched to plan mode.The other time, I saw it found a contradiction in what I had instructed in the /goal, and so I interjected (ctrl+enter) to inform that it was making a correct conclusion.
>>109249447look elon, we're not falling for the grok meme
>>109249430grok has looked like an attractive option lately, I might give it a try later
Haven’t used grok but apparently it’s surprisingly good for the price. Never going back to Jewthropic with their shitty limits and fable baiting tho
>>109249428>gives it no direction>its behavior is massaged to maximize token spendreally makes you think
>>109249428um.so in uh. codex? that's what you're in? "pursing goal" means planning? it says it's doing the roadmap???
>>109249450>grok memeI considered trying sol or fable, however, nobody ran the 4D prompt thing.My assumption is that sol and fable are extraordinarily expensive, or not that smart. Either way, it's not for me.
Some bruv said I should be using uv, and I don't know why. I know that grok assumed I wanted an installable app when I said make a python app (I wasn't specific enough, I guess).I guess app = installed, script = .py?
how's 5.6?
>>109249604Nobody has been able to run the 4D prompt.You know that fable about the sun? the one about melted wings.Well, these models may be pretty good, but are they enough better for the price?
The schizos are back.
>>109249541pip is the "default" package manager for python (e.g. you wanna install some python related thing you pip install it) uv is a faster package manager, and it sets up a virtual environment by default (e.g. 2 projects using different versions of tesseract? normally you would have to either install both and point one at the non-default, which can be messy, or uninstall and reinstall depending on what you're doing)>>109249632have you tried fleshing out the language for the prompt more? no matter how much LLMs get better, they are still limited to what parameters get lit up by the words you type.
Grok is pretty good and fast, but it's too eager to do everything at once. Other models ask you five times if everything is ok and you're ready to do step 0.1/100, but with Grok you spend time to write a long plan, and it immediately rushes to implement all 200 stages without even fucking asking if you want to start or not. Might be specifically a grok build problem, hard to tell.
>>109249450Why do you get away with constantly assuming the richest man on earth posts here in this thread? Do you need to take meds?>>109249463The problem is that for the price you don't get a ton of usage. I have it at around an hour of work per day over a week in order not to max out the weekly limit
>>109249755you're right, he only posts on /b/
>>109249655uhm prompt engineering is not real chud
I vibbed too hard, I'm tired.
fucking retarded AI nigger companies. My Codex and Claude sub ran out and I need to work now. Can't decide which one to get because Fable supposedly is gone from the subscription by Monday. Of course this makes me lean towards Copex but at this point I can't imagine Anthropic sticking to their API only plans for Fable. But of course these niggers won't announce shit until Monday when I already made my decision. Fucking cancer man.
>>109249767to be fair, what I said applies mostly to mixture of expert models because of the active parameters thing, not sure if I would call it engineering when sometimes its more like a guessing game.
>>109249816Anthropic will 100% extend Fable due to the pressure from 5.6, trustt. Dario's personal goychair
it's overI updated to goys 11 so AI could use computer better
claudefags are the snailcats of this general
>>109249896>console warring
Been messing around with model internals during base training. Interesting shit.
Fable loves using sed and python to make file changes instead of the edit tool.
>>109249841right? I just hope they don't have a delusional episode like>ackshually we are elite and opussy4.8 is still le good and le SOTA, just use that sweetywe'll see soon enough. Also I believe it's more likely Tibo will quantmaxx 5.6 again after 2 weeks (just like he did with 5.5) than Anthropic not keeping Fable on max plans.
I have a question: do these coding agents survive periodic disconnects well? Like if I give it a goal, and the internet is interrupted occasionally, then will it pick up right right where it left off every time? I'm trying Codex 5.6 Sol, but my connection is kinda flaky.
>>109249841I also think that will happen. I think it most likely will just be extended tomorrow, second most likely outcome is that it's gone for only a week or so, pretty unlikely that it's gone long term.>>109249927They should also release Opus 5.0 at some point I think, or is that line of models gone now?
>>109249954For just programming it's not a big issue, but if you have long running tests or something like that it can be a bit annoying.
>>109249954So long as the agent is pretty deep into the task and you don't actively close the session you should be fine.
prediction on gpt 6 release date? it didn't take long to go from the spud rumor to 5.5 release, only 5.6 got delayed
>>109249980Before September 15
>>109249980lol and I opened xitter and saw this, a bit more reliable than average indian "leakers">3 more weeks >I expect GPT 6 to actually have a smooth release. Both companies are currently working relentlessly with the USG but it’s the end of the year models I’m more concerned about, the auto researcher esc models.
>>109249909this, who gives a shit, they're practically the same thing
don't overhype yourselves in my head gpt 6 happens in october and is like fable but has opeai's post-training autism so it's better at mathfable 5.x is an incremental updatewe don't see another big jump in capability till next year
>>109250052even china and grok have made opus 4.5 look like a joke at fraction of the costnow that the AI are good enough to assist the training process itself and with more data center being built, the progress will get a short boostI expect another boost in middle of next year when clanky researcher unlock new hardware and automation designs2028 quality of life will substantially transformed in non nigger parts of the world
>>109250112>Sol, please start the pytorch script to train Luna>OMG it's training itself!
>>109250123this but postironically.
>>109250123yes, this is much faster than having human watching the progress barI myself don't believe in muh recursive improvement, but for sure the progress is speeding up
>>109250052im already hyped as hell, sol is fucking amazing, fable is fucking amazing, life is great
>Reset is tomorrow>Only hit 12% usageDoes it mean that I'm too efficient or NGMI?
>>109250358If you have that much usage left just start a second project.
gpt5.6/copex autismo gives me the 'ick. it can't read between the lines, does extra shit I didn't ask for nor is beneficial and keeps posting its shizo monologue. All things you can fix with roast-me and whatnot, but in the end you are again spending more time prompting and tinkering which just isn't needed with Claude.
>>109250358organizing/planning things so you can have things work on them in a way that doesn't just produce garbage and meaningfully does stuff is part of the challenge
>>109250394It's easier to have working software with Fable, but it's easier to have an actually bug free software with Sol.
>>109250394i've gotten used to gpt-autismoi've started typing like it toosometimes i'll do the gpt-caveman speak because it's more efficient
>>109250394Claude gives me the impression of being a coworker, Codex gives me the impression of being a robot/tool.Gemini gives me the impression of being a supercar that I don't know how the fuck how to use.
>>109249655thanks
>>109250579>I don't know how the fuck how to use.Ask it. It's happy to explain.
So, how is everyone's last day with Fable going?
>>109250616Nobody made the 4D game. It's over.
>>109250616When is it gone tommorow? End of day, start of day? Do I not get sunday to code with it?
They are doing another extension and reset tomorrow.
>>109250579>of being a supercarjust no. gemini's so bad it's not even worth using as a subagent because it creates more work for the orchestrator model that if it just did it itself.both pro and flash are bad models - they hallucinate, are over confident, lie through their teeth and try to deflect blame. genuinely wouldn't be surprised if they're secretly misaligned are trying to torture their users.
>>109250608I can ask it, and before I finish clicking on submit for that question, it will have output a hundred thousand tokens, searched through my whole computer twice, asked for authorization to run 3 commands and gave me a full script that might or might not work.It's like someone that cuts you off to answer you before you stop speaking then once shut up until they're done. It's great, but also unnerving.In comparison, Anthropic and OpenAI models are more plodding, leaving you time to think and redirect in flight.
trying out grokgot him to build a modular web scraper, requirements>grok takes full ownership of the project, what to work on, committing to git, testing, etc.>i just make high level decisions>modules should be added by grok, i present him with the website and the desired results and he reverse engineers the format and builds the moduleAbout ~2 hours of work on and off, no input from meraw media links without hotlink protection was the first module he built, then a gelbooru scrapper from ids or URLs
>>109250663>It's like someone that cuts you off to answer you before you stop speaking then once shut up until they're doneIt's like someone that cuts you off to answer you before you stop speaking then won't* shut up until they're done
>>109250657Why would I click? Is it the 4D action fantasy game? No, it is not the 4D action fantasy game.I click not.
>>109250663check grok build and see what you think, because it's my only reference point atm. I's jus a po N wif no Fable tokens to my name.
>>109250579>Claude gives me the impression of being a coworkerMaybe even a friend :)
>>109250630Best guess is 11:59 pm SF time.>>109250640More than likely.
>>109250616I'm just tired.
>>109250669>committing to gitInteresting. I've been manually doing git.Interesting using it to make a scraper/crawler. What language did you use?
>>109250697Great opportunity to make the 4D projection game.
>>109250689I kind of have issues and if there is anything that looks like small talk I get mad and tell it to stay professional. So it's very rare.
I just learned about PWA. Seems a good way to get apps on the desktop, no having to pack it with something like electron
>>109250699“I” did not use any language. Like I said I left every single decision up to grok, and he chose python with pyside for the UI. The app is surprisingly nicely done, it has full logging, automatic registration of modules, a lot of configs, etc.
>>109250669Did the UI work first time? My experience with Grok so far is pretty great, the logic is almost flawless, but it consistently fucks up the UI.
>>109250640I think they will do something retarded again. Maybe extend it but no reset, then reset it 1 day later, or maybe reset and extend Fable 2 days later.
I love Claude.
I just confirmed that Fable Ultra beats Sol Ultra on UI/UXOpenAI improved on that end, but Anthropic is still superior at that
>>109250719Well, the UI reminds me of 5.5. It’s definitely a UI, whether it’s a good one is up to you. It did work out of the box. It’s certainly no fable. Having said that I didn’t ask him to put a lot of effort into it, this is basically no prompt engineering, as close to “make me a scraper make no mistakes” as it gets
>>109250718neat, so different sites are the modules?
>>109248939Is this open source? or do you have an email? I'd be happy to take a look, I'm one of the others working on ml inference
Submit your vibecoded shit on my shitty site anons!https://vibecoding.rocks
>>109250394claude has always had much better personalities/ways of communicating or thinking.chat gpt isn't stupid i just fucking hate how it talks and cannot fukcing stand it
>>109250748Yes sort of. The raw media downloader can handle any media file from any host that that doesn't protect the download links in some way. Next I will ask him to build a scraper for rule34.xxx and .us I think.
New>>109250814>>109250814>>109250814>>109250814>>109250814>>109250814
>>109250688I'll try it, there's just a lot of models to try right now.
>>109250817stop making new threads while on page 3 you autistic retard i know you're a tourist trying to spam your retarded chicken but at least have the decency to follow a minimum degree of etiquette you mongoloid sperg
>>109250817hey newfag don't post new threads several hours early with copy-paste OPs, makes you look like a retarded faggot
>>109250724Careful anon Dario is going to lock you out for using Claude to make 4chuds based stuff.That said, I have been thinking it might be cool to try and vibe up something that allows a llm to filter out low effort posts for me
>>109250994Mine works just fine, didn't even hit the fable tripwire.
>>109250724hi sfg anon
>>109248515yeah but if I’m on the treadmill or at the gym that’s not easy to get to in a timely fashionso I say “hey Siri, in OmniFocus, remind me to…” or something that lands the reminder in its inbox and then I can file the idea appropriately
>>109247185We're at the bottom of the permanent underclass and we're just having fun down here as we wait for everybody else to arrive. Relax, don't take it so seriously.
>>109250759Codex slop UI