A general for vibe coding, agentic engineering, coding agents, AI IDEs, browser builders, and shipping code with LLMs.## What “vibe coding” is, and how to do ithttps://simonwillison.net/2025/Mar/19/vibe-coding/https://simonwillison.net/2025/Mar/11/using-llms-for-code/## News(2026-07-16) Hugging Face disclosed an end-to-end autonomous AI-agent intrusion into parts of its production infrastructure.(2026-07-16) Roblox announced Build, an AI workflow that turns text prompts into playable games- (2026-07-16) Kimi K3.## Related generals>>>/g/lmg>>>/g/ldg/>>>/g/aicg/----## Frontier models using fully-general tooling — start here if you have $20 or sohttps://developers.openai.com/codex/clihttps://claude.com/product/claude-code## Worth it for code, but the frontier models above are betterhttps://x.ai/cli## Not worth it for code, but good for making sense of pictureshttps://antigravity.google/product/antigravity-cli----## Prompting / context / skillshttps://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## Other editors / terminal agents / coding agentshttps://osaurus.ai/https://pi.dev/https://opencode.ai/https://cursor.com/docshttps://docs.windsurf.com/https://docs.cline.bot/https://docs.github.com/en/copilot/how-tos/use-copilot-agents/coding-agent## UI/Frontendhttps://www.figma.com/make/https://www.anthropic.com/news/claude-design-anthropic-labshttps://uiverse.io/https://ui-ux-pro-max-skill.nextlevelbuilder.io/https://stitch.withgoogle.com/## In-browser builders / hosted vibe toolshttps://bolt.new/https://replit.com/https://docs.github.com/en/copilot/tutorials/sparkhttps://v0.app/docs## Benchmarks / rankingshttps://www.tbench.ai/leaderboard/terminal-bench/2.0## What we’ve donehttps://vcg.gitgud.site## Previous thread>>109298107
AMERICAN HOURSTIME TO VIBE
https://www.youtube.com/watch?v=Cec5P4eutyo
>>109302201You should rename your site desu, anaximander sounds very brown clown-ish.
>>109302201In my state, often I show up to "vote" and the ballot has only one name on it for most of the shit.
>>109302220>anaximanderlern2presocratic
>>109302200>>109302224Luna cheap and fat. I love her.
>>109302220I neglected to mention that the suggestions box is hidden behind the donate button. Give me a dollar and I'll think about it.
Sometimes I just want to be comfy, close every tab but one, and try and learn something. Remember you need to learn everyday otherwise you are wasting your tokens. https://www.youtube.com/watch?v=uUjJOMcNU9w
Fucking explain how Grok 4.5 is better value than GLM5.2.
>>109302278can't tell if you're serious.>>109302200>>109302224
Fable is useless now. Pale shadow of its former self.
>>109302278Doesn't matter, it will be different in two weeks time.
>>109302278I guess glm is better value since chinese government is subsidizing it.
>>109302292agreed, sad to see
Any of you using a local llm to vibe your code? Or is everyone paying for the big boy models?
>>109302284i can't tell if YOU'RE serious>>109302312
>>109302292>>109302327I still use Fable low effort for everything, shill me what you’re doing and why you think it’s better.
>>109302292works on my machine
Someone should make system for benchmarking coding agents.
>>109302343Some do. I'm a 12gb vram cope-max poster, so I don't. But I might find a use for it.
Tier 1 harnesses:* Cursor:Strengths-Cursor has probably the most polished overall user experience.Its strengths aren't really the harness, they're things like:fast repository indexingexcellent code searchinline editingautocompletehuge ecosystemmature UXThe agent is just one piece.Local models: Reasonably good. You can point it at local APIs.However...Cursor's best experience is really built around cloud models.Many of the premium features assume that.-* JetBrains AIThis is becoming surprisingly good.Advantages:understands Rider's PSI indexnavigation is excellentunderstands symbolsrefactoring integrationinspectionsdebugger integrationNo third-party harness can match Rider's internal knowledge of your project.The downside is that it isn't nearly as customizable.---Tier 2 harnesses:* ClinePersonally, I think Cline is probably the most balanced harness available.Its philosophy is: Give the LLM really good tools. Instead of trying to be smarter than the model.Features include:terminalfilesystemGitbrowserMCPcheckpointsplanningIt stays relatively lightweight.* Zoo Code (formerly Roo)Worth mentioning because it's become one of the more popular Cline forks.Adds:more agent modesworkflow automationricher configurationmore experimentationSome people prefer it over upstream Cline.-* OpenHandsThis is a different beast.Instead of"Help me code"it's "Here's a GitHub issue."Then it tries to solve it.Planning.Editing.Testing.Running commands.Repeating.It's almost autonomous software engineering.Amazing when:You literally want an AI employee.Less amazing when:You're pair programming.Sometimes it feels like driving a cruise ship to go buy milk.-* Local modelsPossible.But...This is where local models start struggling.OpenHands generates LOTS of inference.Claude Sonnet handles this beautifully.Qwen can do it... just slower.
>>109302391Just use free api models through openrouter, they constantly have decent one up.
>>109302368
>>109302394This is just output from LLM, I was talking real benchmark in actual tests, and then exporting data into charts.
>>109302394Tier 2 continuation:* pi.devThis is probably the most misunderstood one.People rave about it because... It feels magical.But much of that comes from opinionated workflow design rather than fundamentally different AI capabilities.It puts a lot of effort into:project understandingplanningcontext organizationdeveloper experienceIf someone in your community keeps praising it, they're likely valuing that integrated workflow more than raw model performance.I wouldn't assume it's inherently "better" than Cline or Cursor—it just makes different design trade-offs.* HermesThis one is fascinating.Because Hermes isn't actually trying to be a coding harness.It's trying to become...An operating system for agents.Meaning:MemorySkillsPlanningMultiple agentsLong-running tasksPersistent identityCoding is just one skill.
>>109302256too late, you’re already thinking about itat any rate, it’s not a bad name, but I don’t see how it relates to what the site does after skimming the Wikipedia article on him too quickly
why codex cli is so ass
>>109302178buy the dip?
>>109302200unreadable shit
>>109302408Yeah naming it something practical like yourgaylocalsenator is better for search engines. Nobody googles anaximander.
>>109302426Sol is incredibly token efficient.I'm using Sol low because my limits were raped by Sol xHigh and Ultra and I have no banked resets anymore, and at low it's still very capable
>>109302440agreed. medium is my daily driver, though i am having a good time test driving kimi. it's bretty gud
My day job has become so consuming that I no longer have time for my hobbies like vibecoding ;_;
>>109302446your codex remote?
>>109302169ive been using kimi k3. its key feature seems to be its ability to confuse itself in loops for several hours until it reverse engineers its own misunderstanding of lines it wrote 5 minutes ago. basically as good as fable 5.
Good morning saar, reset today yes?
K3 helped me cleanup and optimize a Maxwell era tripcode finder project and it's now running at full pipeline throughput (confirmed via Nsight Compute) on my RTX Pro 6000 (was around ~4000M Tps when it first compiled)
>>109302479>>109302486Just hang tight until cursor gets it optimized and creates a composite 3.5 from it.
COOK KIMI COOK
>>109302453Literally no time to even glance at the ChatGPT app on my phone and think of something to vibe.
>>109302486i like those numbers
>>109302500Are you an Amazon warehouse wagie or something?
>>109302499is kimi quiet like codex, or is it more proactive like claude?
I think my subagents are fighting each other
>>109302545no idea. i just installed it 15 minutes ago. i used to use it on claude code, but then i wondered if maybe i was holding it back by using it on cc rather than it's native harness
so true
>>109302575>i used to use it on claude codeusing proxy?
>>109302620yeah
Thoughts on Ornith for local code?
>>109302549lmao I order them to fight, one of the earliest tricks was to yell at your bot and demand they do things. There should be a lab out there that focuses entirely on this method.
vibing oh yeah i'm vibing
>>109302509I'm a retail store manager.
>>109302651Doing this to Claude make it useless. It goes into loops and just pathologically repeats what it has to do until you start a new session or coddle and reassure it just so you are able to continue.
>>109302684niggas post shit like this and they're building an app to track women's periods or whatever
Does my site look vibe coded?
>>109302630It's fine. Outperforms the models it's trained from, as it should. Doesn't feel extraordinary.
>>109302712it's fine
> Beginning July 20, Claude Fable 5 will be included in all Max and Team Premium plans, at 50% of limits.Pro and Team Standard users will continue to have access to Fable via usage credits, and will receive a one-time $100 credit.Demand for Fable has been challenging to predict, which is why we rolled it out to subscription plans in stages, extending access several times as we secured additional capacity.https://x.com/claudeai/status/2078302415804379218Time to upgrade to max, pro bros?I feel like I won’t touch my Claude anymore if I don’t have access to the best of it. Gonna be gpt sol main now
>>109302695KEKK
>>109302695looks like testing for a new chan, but I'm retarded.
>>109302736i'm vibing a 4chan desktop client that has 4chan-XT and StyleChan in it too
>>109302740how's that going along? is it actually holding together?
>>109302740I'm practicing my code reviews, so if anyone wants to post I will read. Rest assured I, personally, won't be able to steal your idea.
>>109302749wrangling in the ui has been the only manual process. currently it's bringing up feature parity with 4chan-XT. The hard part will be posting (even though it will only support posting with pass so i don't have to handle cloudflare and captcha nonsense that just works in a browser) since there's no posting api. Doing it all in rust using iced-rs. As everyone has said, Sol is a beast that just keeps going
Claude Pro users....it's owari da
>>109302712How much more money was Everio? Looks usable, but the purples and darks are last seasons model. New model is Beige, but you also don't want to be wearing that same model, so maybe anything but dark, purple (neon) and Beige. Related note. GPT Beige is very close to /pol/ and the rest. Look for yourself.
>>109302772> LOVE YOU SAAARS> GIMME ANOTHER RESET SAAAAR
>>109302772To no one's surprise. I'm starting to believe the abusive relationship poster was right.
>>109302772wait im on profucking kikes
Fuck… I’m an experienced programmer… but I just vibe coded my first library… it’s an interface to an audio DSP library… shit… it works… really well… I wouldn’t have met my deadline otherwise… fuck… I can’t be anti AI anymore… Grok Build…I kneel…
i hope anthropic goes bankrupt
Why arent u using ur token to optimize models on comsumer hardware >>109302798why?
>>109302772goddamn, i’m a pro user. i only use fable for planning and opus for implementation. fable is actually really good at decision-making. i’ve got codex too, but sol is not quite as good, desu. going back to opus as my main for now, or i might just switch to kimi next month.
>>109302772x20 chads?
I am unemployed drowning in debt and none of my vibecoded projects have made a single dollar I am not gonna make it. $1000 would change my life.
kimi just takes so long and for so fucking little. literally did an hour long study session and when i was done, it had JUST finished up. now im going to try terra max in comparison
>>109302830> only 50% of the limits> right now everyone is getting 2X usage boostget ready to have 1/3 of current Fable limits after the 20th
>>109302875What's your debt from?Time to hit the warehouse job and think about better ideas.
>>109302915>>109302895>>109302887>>109302875>>109302830https://pastebin.com/rQZKz3VF try it out on large model
>>109302915NTA but im in a similar situation>car payment because my old car broke and I needed a new one to get anywhere - 12k>unemployed for 13 months trying to get an swe job, burned through my savings and racked up 20k in cc debt>didn't pay taxes last year because I got laid off a month before tax season, on a payment plan for that too - owe like 10ki'm quitting my shitty underemployment job on friday. It pays $18 an hour and it's the most miserable shit you could imagine. I dread waking up every morning.
>>109302921
>>109302931grim. i've never been in a bad financial situation so i can't imagine what it's like or the toll on your brain. good luck bro
TIBO RESETTEDI REPEATTIBO RESETTED
>>109302937i have fable 5 as well nigger
>>109302942Gift horse and so on but I miss the days of bankable resets.
>>109302953There are simply too many people posting "please spend your inference tokens on this" to tell if they're begging because they don't have access or if they're begging because they think anyone else cares.
>>109302942FUCK I STILL HAD 20% LEFT
>>109302942>RESETTEDbrown clown.
claudecucks can't use their non-useless model unless they paypig $100 onlyfan premium
>>109302942FUUUUUUUUUUUUUUCK I USED A RESET 15 MINUTES AGOOOOOOOOOOOOOOOOO
>A couple of days ago you said...This will never not be creepy to me.
>>109302967KEK, I will press F to pay respects for your banked reset anon...F
normally I would rush to make some prompt to refresh the next reset datebut because I'm going to use a banked reset so I will just let it sit there for now
>>109302961It's pretty ok, anything below 50 is worth it.
>>109302960okay u dont care no need to be bitch/bully about it. Mind deleting ur comments
>>109302942>IT'S REALBut a warning, given https://x.com/sama/status/2041658719839383945 this is the last reset at 10 million. So scale back and adjust your usage appropriately or use your banked.
>>109302963If they don't release Opus 5 soon, and if it doesn't match Sol, it's fucking over
>>10930294210M?if so, it should be the last reset probably
>>109302931I would say hang in there but you’re probably not a cute girl so I’m not going to give you any sympathy
>>109302772They can't do this to us
>>109302987
>>109302994insane only 3 million people use it
>>109303001most people use just the website
>>109302994>>109302772insane how its race to bottom i love those chinese companies forcing these companies actually fight for my pockets
>>109302987yeah, I think we won't see any more reset, unless when bugs happenhopefully we will get more good news on innovation side because otherwise it would be so boring
>>109303006idk if its me but on website after like hundreds of message the site breaks
>>109303007>insane how its race to bottomit's a race for the best, without competition you would never had any of the perks for oai or anthropic
>>109303014>it's a race for the best, without competition you would never had any of the perks for oai or anthropicimagine if openAI kept llms secret we would probably be paying arm and leg for gpt4 mini
>>109303007Actually it's chinese electric grid doing the hardwork. I think once they build up their datacenters they will completely rape west. That's when west will ban chinese LLM providers, because they won't be able to compete on price.
they literally just keeps saying this stuff over and over, verbatim. they learned literally nothing from the r1 moment because they're brown and not capable of processing new information.
>>109302772$100 creditshow do I refund that to my bank account?
Now that the resets are probably over, I wonder if they'll keep the weekly reset until the end of the month before going back to 5h... or the end of the weekend.
>>109303001To be fair, they really ramped up after Anthropic decided to be greedy and people use both. Even with Kimi K3, GPT still has cheaper models and more performance at certain tiers and the way they have the cheaper models with this new scheme is really good. But yeah, they didn't used to be like this until Anthropic started to eat their lunch last year.>>109303016No model since GPT4 has stayed on top that long. https://epoch.ai/data-insights/gpt-4-longest-eci-leadI would argue they took way too long at top not innovating enough during that period of time.
>>109303018>Actually it's chinese electric grid doing the hardwork. I think once they build up their datacenters they will completely rape west. That's when west will ban chinese LLM providers, because they won't be able to compete on price.only thing West has going for it is compute and fact they can't keep big lead on chinese companies who barely have compute while meta which has thousands of compute can't make a model that can compete with fronteir models shows there's something teribbly wrong going inside those companies.
>>109303016we would pay more but also the tech would have advanced less, by lack of investment and interest
>>109303001Look at the date
is we getting a reset todayor should I use a tokenwait did we just get a reset?oh my goodness I checked tibos twitter, we got a resetWE ARE SO FUCKING BACK
>>109303028>To be fair, they really ramped up after Anthropic decided to be greedy and people use both. Even with Kimi K3, GPT still has cheaper models and more performance at certain tiers and the way they have the cheaper models with this new scheme is really good. But yeah, they didn't used to be like this until Anthropic started to eat their lunch last year.anthropic definintely has better researchers but fact usage /compute is so limited and their models will block u for most subtle stuff is such turn off. But what i find crazy is how google, meta can't even compete with these niche ai companies. Like google should be in lead yet they're constanly being lapped by these two companies who didn't exist decade ago.
>>109302967anon...
how do i play minecraft with claude like that guy on twitter
RESET!
mmm thank you for the reset good saaar!
nice, I was at 33% and ready to spend
Mmm.. MAX
>>109302987Huh, but Tibo didn't mention 10m for this reset? Are you sure? That being said, that is a good reminder that this won't last forever.
My most recent slop. Loading halo maps / assets into a custom N64 game engine. I've also got custom DK64 maps generating with just prompts at this point but they're kinda ass.
>>109303071he did it on weekend cause only degenerates work on weekend
>>109303076cool
>>109303076beautiful work, anon, beautiful
>>109303047Anthropic has better researchers but they are way too cultish for my liking, I'd rather have more pragmatic researchers leading.Google was a joke until gemini 2+, and finally they're back, and frankly speaking I don't see them losing long term as long as they keep their momentum, they have the cash and r&d to keep going and the market penetration with android and now iOS.Microsoft is easy to understand, their strategy is more to sell the compute and integrating with sota model than actually seriously competing, kind of like amazon.Meta is irrelevant and I don't understand what they're even trying to do nowadays.The only weird one is Apple, it looks like even infinite money cannot get them out of internal shitty politics over AI. And now they struggle to even be around, and have to pay google to not be the siri joke they were quickly becoming.
Kimichads, when do we get reset?
>>109303047this. google literally has trillions of data, yet gemini still sucks balls.
>>109303091>I don't see them losing long term as long as they keep their momentumI also used to think like that, but they're leaking talent like crazy.They're too big, which means too much bloat. Bureaucracy is a talent killer.
>>109303091This is what makes me believe china will win long term. The gaps already visibly closing, but when Apple, google, and meta (the American goliaths) struggle with AI, you see all that American tech company/silicon valley plot armor crumble. And then it’s just anthropic and open ai vs china. China being such a collaborative government for their companies, whereas anthropic and openai are being cucked by the gov now doesn’t help
>>109303091>The only weird one is AppleCope desu, apple software utilization is top tier. They will just create hot-plug frameworks for macs/ipads/iphones, and let the wolfs fight it out... like which model is the best, possibly switch their models all the time. They are using Qwen for Chinese market atm.
>>109303091>Meta is irrelevant and I don't understand what they're even trying to do nowadays.apparently zuck fired any software engineering who won't do leet code problems to train his AI. So if u work for meta now your essentially grinding leet problems to train machine to replace you.XAI failed and now renting out compute to anthropicgoogle is making TPUs which could undercut nvidias whole AI thing. All in all it seems like big players are Anthropic, OpenAI and google in background. Remember deepmind did alphago,alphafold so they could release something mind blowing.>>109303101i think google might be releasing something big >>109303113plus they sabotage each other and apple is suing openAI now
Did openai use to give like a 1B context window before? Or does it expand at different tiers?
>>109303120I meant 1M.I though I guess the 1M is for API. Damn it.
>3000000 people using trillion parameter model with millions of tokenshow much compute is that?
>>109303120>1B context windowI don't even want to calculate the amount of ram needed for that lol
RESET? WE GOT A RESET?
>>109303172we got it
>>109303172yeah, Tibo delivered
Fable keeps telling me "don't call me, I'll call you", saying that it will see when an operation will be done and follow up then. For the fifth time today, it is either not following up, not noticing that the process it launched crashed or that it went horribly off rails. But mostly, it's just not following up. Yet it insists "no no no, I gotchu". Impressive.
GPT-5.5 was so fucking bad huh
Rebuild almost complete, having one builder and one reviwer seems like a winning move, but it's gotta be automted
>>109302994>3 millionFor now. Hope Elon can sell Anth more compute space, because I like Elon, and I think him being three degrees of separation from the entire us school system is based. But I hope YOU GUYS still have enough compute to vibe.
>>109302967No refunds
>>109303224>Impressive.Human intelligence has finally been matched exactly. But unironically this is where threats come into play to get better output. You have to think like you are in charge, and the agent can be dismissed permanently. The context is of employment not friendship.
>>109302422>nobody googles anaximanderThey will now. I anticipate it will index quite well.
>>109302422>anaximander.philosophy student do
>>109303143somewhere in the ballpark of 200-400 terrabytes
>>1093032585 people yes, but you do you.
>>109303227> GLM 5.2 4th placebullshit
>>109303227>>109303299It's the frontend arena, the "make pretty web page" benchmark.
>>109303267The real hurdle isn't that, but rather publicity in general. I don't really want to pay $500-$15000 to advertise on mainstream platforms, and I do not have the bitcoins or whatever 4chan uses to shill around here, tiresome as that exchange process is.Frankly, this website offers a unique service that no other platform does, but it is up to the American people to get informed. I am robbed of the ability to amplify this in any way but by having it indexed, given the nature of all of these platforms. It's scary really, that for all the freaking out people do about midterms and politics, there's no real way to actually expose them to the information they need to make informed decisions - and they are almost entirely unwilling to engage anyway. Still, they post their Trump memes and complain about things never changing.
>>109303115They will lose without control of the technology and making better Apple Silicon won't do them any good when RAM is still in short supply and for the forseeable future and Nvidia and co. is snapping up everything. Even their first priority node advantage is gone for AI chips using the best first. And you are delusional if local is equaling the performance that would be needed to do anything useful that current models do at current sizes. They aren't going to put Qwen 3.6 27B on your iPhone anytime soon.
>>1093032275.5 is our austism king
>>109303258Sorry anon philosophy starts and ends at Plato
>>109303312There are pre-socratic and wittgenstein and nothing in between.
>>109303312>>109303366Realistically it ended with Hegel and Schopenhauer.>>109303304You need to come up with a way to integrate it into sites where LLM scrape data, possibly naming it something straightforward like 'Know Your Senator.' Figure out which sites are being scraped for political data and connect it to various ones.I understand that some people turn to wiki fandom site, to provide lore about random fandoms, and LLMs do scrape information from these sites.
>>109303304start a youtube channel, you will end up with a following