A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs.You use Git — right, anon?## 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/## Related generals>>>/g/lmg/----## Frontier models using fully-general tooling — start here if you have $20 or sohttps://claude.com/product/claude-code — generally better currentlyhttps://developers.openai.com/codex/clihttps://antigravity.google/pricing## Near-the-old-frontier models for codehttps://www.deepseek.com/en/harness/https://opencode.ai/go## Best free tierhttps://opencode.ai/zen----## Promptinghttps://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overviewhttps://developers.openai.com/api/docs/guides/latest-model## Skillshttps://github.com/mattpocock/skills — /grill-with-docs is a favoritehttps://github.com/Vuk97/forward-implementation-first — do less redundant bookkeeping## Other editors / terminal agents / coding agentshttps://osaurus.ai/https://pi.dev/## Is our AIs unlearning?https://aistupidlevel.info/## Will there be a codex reset?https://codex-resets.com/## What we’ve donehttps://vcg.gitgud.site## Previous thread>>110283368
the mother of all refactors is here
second for being nice to snailcats
>>110286569>cringe scar whiskers
>>110286581the snailcat is eager to learn, unlike the luddite
>>110286586source is reddit
taking a fat diarrhea shit in the middle of openai's data center.
it's weird we didn't get dario darioing about how insanely dangerous the new model is etc
>>110286591Snailcats usually become agentic coders, not vibecoders. Always remember that they're not your equal.
STUPID DOG
>>110286591QRD on the lore distinction?
>>110286627you're telling me they're turning snailcats into subagents? crazy! is that legal?
>>110286603I have a game theory, and I think Fable 5.2 is just Opussy at launch with slight improvments and more guardrail
>>110286654agentic coding agents
>>110286661do they have agency?
>>110286671do we?
>>110286656the 5.2 model page implies they have a parent/teacher model above mythos/fable, so opus is prob just some quant of that
Is there a particular thread for talking about vibecoded games, or is this the place?
5.2 is such a disappointment wtf they hyped it with all the video gens for weeks and bench shows its just incremental
>>110286711 /aigdg/
>>110286711>>>/g/aigdg >>110279859
>>110286711>>>110279859
>>110286637snailcats are timid and inoffensive. they like coding. they can be curious about AI but are afraid of using it to its full potential.luddites are usually loud and fanatically anti AI. often transgender.
be honest, if openai didn't post their math results, would you actually be feeling the agi?
>>110286733
>>110286733deep insider here, i'm really deep so deep
https://www.youtube.com/watch?v=emGri7i8Y2Y
>>110286711https://play.steelti.de/
1500kcal today
>>110286744no thanks, wang
>>110286743>i ate at pradeep's>and it was too cheap >the chicken was dead>and now i'm gonna chunder
>>110286733I'm not really concerned about AGI as a label, but I'm making my game and just observed claude do like 6 months of engine work and animation shit instantly so yeah I'm feeling something.
>>110286569Lmfao the person who got that shit tattooed is a pooner
>>110286785
>>110286785pooners are funny. their brains are a combination of a foid brain and a teenage boys brain.https://www.youtube.com/watch?v=oMmx4YileCAI can't even imagine what a pooner would be vibecoding.
white as snow panties
Just figured out that I can run Qwen 3.8 Flash on my 4070 with 64 GiB RAM at 50-70 tok/s. (I didn't buy the 24 GiB card back then, even though the price difference wasn't massive, because I felt like AI vibe coding wouldn't take off.Should I use this to polish all the outputs that I send to something like DeepSeek and embrace the vibe-coding life?I'm actually a NEET from Romania, so I need to spend as little as possible on this hobby; there's a big inheritance coming my way, but let's think of it as pension money and still spend as little as possible
Snail cat makes no sense, cats have such fast reflexes they btfo every single predatory animal in nature, we're speaking about instantl 20-50ms movements and attacks.
>>110286845deepseek is better than 3.8 flash qwen
>>110286845it's not going to be fun for you with such a chatbot tier llm, qwen is hyper retarded and you'd be better off paying for cheepseek on opencode
>>110286854>>110286856I can see that. But I mean, if any of you did something local to make the home shiit polish stuff. To make the data center model waste less compute guessing shit.So I meant it like a layer on top.
>>110286864no, polish should be done by the best llm that has the best design and bughunting capabilities. qwen isn't smart enough to build any scaffold, and isn't smart enough to figure out how to polish a spoon.
qween4 will save us
>>110286876slay
qween - bohemian claudesody
>>110286569Man I'm tired of seening this smoothbrain spammer ruin this board with his sktzo samefag aislopbot threads
qween4 ft nicki - federal government edish
>Man I'm tired of seening this smoothbrain spammer ruin this board with his sktzo samefag aislopbot threads
>>110286864>have you tried asking a retard to polish up the work a gigageniusno, no, i haven't considered that before
WHERES 6.2 YOU FUCK
openai's $20 usage limits are so so so much more generous than anthropic's $20 plan, it's not even a close comparison. anthropic pro is an actual scam
6.2 astra needs to continue to be intelligence dense. any intelligence improvement, it needs to stand out by being highly potent even at low reasoning effort. that used to be fable, but now fable has just become a more expensive opus. astra stands out with how token efficient it is, and that's something extremely noticeable and perceptible when tackling novel issues that the model hasn't been acquainted with yet.
>>110286725Once my vibe project made me 10 grand, I'll buy snailcat.com for 3500$ and put this post on it. I'll probably also mail some YWNBAW basedjak sharty gems to the troon who owns snailcats.com, used to redirect to her retarded and woke hippy store. Actually, maybe I'll first ask her about her opinions on AI. If she is the luddite troon I suspect her to be, deepseek-abliterated shall dump the whole sharty on her.
>>110286951He's still rubbing dicks with Tibo after his 28 days of humiliation. I think it's over for OpenAI
>>110286975you can get snailcat.club for 3 dollaroos anon
This is the chinese spy they send after you. How long will you last before breaking your NDA?
>>110286989i will die a virgin
>>110286989forever. im deeply mentally ill and anti-social. if cute girls were pursuing me, i'd run away because i'm not well.
>>110286989Hips too narrow.
>>1102869893dpd is 3dpd
>>110287001this but unironically
>>110286989Feed her a bunch of misinformation and smash. Free spy pussy, simple as.
>>110287001>ohhh anon, you want pray game *crack whip*>i have baby try verrry hard to to deriver you put in me *giggle* >*drugs you with rohypnol and puts a rootkit on your cellphone*
>>110286989>no hipsI take my secrets to the grave.
>>110286996This, and I would be extremely wary and not leave the house for days with the assumption that my life is now at risk, given the possibility that she is as mentally ill as I am
>>110286987I'm only interested in snailcat.com and snailcat.gov thoughever
YES OK SUPER I DID FOR REAL THIS TIMEshit is fixed, no more heavy cooldowns, actually real trade shit in space, procedual fuckery and clicking random shit to get shit done... super awesome gameplay.
>>110286969Everyone been saying the opposite for weeks I've been intending to switch to Claude to see but I'm too lazy and I'm not one to throw this accusation around but they seriously seem like paid shills
https://x.com/jkeatn/status/2119874018706874601Vibecode a painting bwos
DARIO WON!!!
here come that long boioh shit waddup!>astraKWAB COPEX B0TS
Anyone here deciding to pick up competitive programming just because nowadays it's a hobby and you just want to feel superior?
>>110287063>December 2026 pool merger: Starting next month, OpenAI merges non-Instant browser ChatGPT thinking turns directly into Plus's Codex token pool, so web ideation will cannibalize Sol coding quota. >Burn-rate multipliers: Spawning coordinated subagent teams in Claude Code burns ~7x normal session tokens, whereas enabling Fast mode in Codex burns Plus allowance at 2.5x the standard rate. >Overage context cliff: If you spill onto paid credits or API keys past 272K input tokens, Sol triggers a 2x input and 1.5x output surcharge across the entire request; Opus 5.5 bills flat up to 1M tokens. >When Plus makes sense: Pick OpenAI only if you aggressively down-shift routine edits inside Codex to GPT-6.1 Terra (35–285 msgs/window) or GPT-6 Luna (350–3,000), or rely on async Codex Cloud sandboxes.
>>110286989I'm not into young boy body thing.
>>110286819Stop posting trans cartoons
>>110287063yeah i've been hearing the same thing which is why i got both subs, but i get a lot more usage out of sol on high in my 5 hour window, than opus on medium
>>110286586>cringe ontop of cringecringe
>>110286824>I can't even imagine what a pooner would be vibecoding.hello kitty but it's a epic gritty and manly DOOM shooter
if you guys need something to laugh about, gemini carbon is supposed to come out this week
>>110287125according to argon chatgpt has 5.5 five hour windows while claude code has approx 13 at the same sub price
>>110287131Already DOA lmao. Fuck Google and their faggotry
>>110287104U forgot the part where opus is simply 10 times better than openai poop and thus still cheaper/more usage in claude than copex
>>110287131>>110287141why should they bother on hype when krypton and hydrogen are pre-release
Unreal engine is the official /vcg/ vibegod engine now: https://forums.unrealengine.com/t/unreal-engine-5-9-megajam-preview/2852840
>>110287138according to what data? afaik the exact numbers aren't public info
>>110287166https://wokey.ai/claude-vs-codex-limits
>>110287165unreal poosmeared pixel generator
>>110287178i don't know what woke ai is but i'm not clicking that shit, sorry. my personal experience is that openai is far more generous with their limits so i'm sticking to codex
>>110287001it's a dedicated man
>>110287199>asks for source>rejects source>"sorry gotta stay in my comfort zone"kys
>>110287218>ask for source>retard directs me to "woke ai" with zero contextcome on, there's no way you can expect me to take you seriously
>>110287118>sees objective beauty that would break ancient people's minds>TRANS TRANS TRANSOh that's sad
>>110287223it's cited in the screenshot
>>110287226well i'm not clicking your link to find out, just post the supposed screenshot here
rizzing up dipsy-chan in the club
>>110287232i will not and you should end yourself with a rope, cattle
>>110287165>ai generation>ue5Imagine the blur
>>110287232>>110287104
>>110287238sounds like you just want to track /vcg/ anons with your datamining links
>sounds like you just want to track /vcg/ anons with your datamining links
https://www.youtube.com/watch?v=L41WUXc_NhkWho the fuck is Kimi and why is she good at poker?Not surprised that Grok is smarter than the coders.
>>110287268wow, that sure looks real #thingsthathappened#theneveryoneclapped
>>110287268Wow another one of these videos. There's like 500 retards making these exact videos ad nauseam.
>>110287272You're dumber than a local model on a 10 year old GPU.
>>110287225Go away, trans You are not welcome here
>>110287300is that why you watch boosted clankers play shitty games in a chatroom on jeetube?
I was thinking about updating clover to liquid glass and fixing making posts.Shouldn't be too hard considering I was able to make competent client from ground in some obscure language with an older model
>>110286989The won't get me, I prefer lolis
>purposely limits kernel optimization and llm architecture research during training to stay at opus 5.5 levelthese niggers don't even believe this is a safety thing, they just don't want anyone catching up, dipshits beavis and butthead would look up to. matmul is matmul, the same math sits under model architecture, kernels, low-level code, science, bio, neuro, everything, half of stem runs on it, so you carve one chunk out and the rest comes down with it. THE MODEL IS JUST DUMBER NOW. all of this because god forbid anyone else takes a bite of their cake. it's literally the same as training an image gen, pruning all anatomy out of the dataset and then wondering why your outputs come out as body horror. all that compute burned because some schizo faggots think an anon with a used 3090 and llama.cpp is ONE fast kernel away from stealing their lightning in a bottle, or that some autist testing attention variants on a toy run is about to out-research a billion dollar datacenter. and you pay more than opus 5.5 costs for opus 5.5 performance. oh and if you wander into one of their boogeyman topics it "transparently falls back to opus 5" on "a small set of topics", small set meaning whatever they feel like flagging that day, at least it's transparent doe. congrats, "fable 5.2" is opus 5.5 at research topics and probably opus 5.5 everywhere else too, benchmarks will say otherwise but this might as well ship as opus 5.52. i can't believe this is an ml lab, burning compute to train skills you plan to amputate is SHIT YOU LEARN NOT TO DO IN YOUR FIRST COURSE
>>110287349I have just the thing for you, Anon.
>>110287315>is that whyHow would that even work? I watched that video because some retard who would say something retarded in the future is retarded?
>>110287388i don't know derpa durr durr de durr?
>>110287388calm down, just buy an ad
yeah fuck... freakign fuck.. SPACESHIP - BETA 0.3 (drei)>#########################Direct Download:https://github.com/Aquaslopper/SPACESHIP/releases/tag/beta3-----------------------------------updates:>old fake map removed>new real map generator map>COOLDOWNS reduced>more happy clicks>planet farming/mining/trade/freelancer/looting each planet is uniqeThere is shitton more, but that list is too damn long to post here. Ah yes, and zooming is now with mousewheel, of course.
>>110287413inshallah may you get a proper ai to do this shit with and market your games
>>110286569Fable 5.2 usecase?
>>110287427any use case we give you will be blocked tomorrowanthropic has the most intelligent model that won't help you for anything fun
>fable is nothingburgerYou faggots should had seen it coming with how useless sonnet and haiku are4 models stepping on each other toesThe age of gpt is here
>>110287361Yeah this is extremely cringe. They could have just safety flagged that "dangerous" kernel knowledge like the rest of the banned topics, but instead literally went as far as to cripple and gimp their own new model.>trust me bro, it won have an impact elsewhere!yeah right, dario. this is probably the exact reason why fable 5.2 is not that much of a leap to begin with. If it lacks knowledge about its inner workings and optimuzations, how the fuck can it not impact the model?
>>110287420never going to happened because i am sick as fuck.however.... game was produced years ago with an ai that i put into an older verison of my simulacron, it went crazy.Cooldown button was the invention of that ai becuase i made an much cooler button to advance the time with a click. A.I. was pissed and started to take over the game, more cooldowns, less happy clicks. I have almost all the shit out of the game from that crazy agent.
>>110287456If you are the one who always posts this image, just know you make me laugh every time
>>110287456honestly this is why the industry has moved away from ais with personalities, all that shit does is make the clanker think it's supposed to make its own decisions reactively behind your back and under your nose
all fable 5.2 is good for is eating tokens
>>110287045What?
What bug filled, dog shit, useless abomination you've spawned today lads?
>>110287482GPT was the blandest among the mascots. They tried to patch that by making her a drooling retard
alibaba please just fucking release qwen 4 now fuckkkkk i can't wait any longer
>Qwen 4:
>>110287488A cloth sim for generated clothes on motionbricks controlled characters. It jiggles and clips.
>>110287488I made a replica of some of my home remote controls. Used an esp32 with an IR transmitter. Now my kids can destroy all of the remotes again and I wouldn't care. Hahaha I'm invincible.
Damn it, Jense! That's not what I meant when I said you should try these chinese models.
>>110287488i baked this thread
>>110287545kek
>>110287544lel
Fable 5.5 when? Also what does the .X part even mean? Why .2 instead of .5? Is it just based off vibes and 5.2 didnt feel like a big enough improvement?
>>110287568pacing the frontier. we need to keep things SLOW and SAFE for EVERYONE. https://en.wikipedia.org/wiki/Locomotive_Acts#Locomotives_Act_1865_(Red_Flag_Act)
It's soul-crushing. I just want a small business to use my system. I don't even care if they only pay enough to cover the server hosting costs. I just want someone to give it a chance.
fable 5.2 is nutshttps://i-would-have-gotten-away-with-it.netlify.app/
>>110287614you could vibe up a convincing website and do a google ad campaign
>>110287588claude turn this wall of text into a narrated slideshow
>>110287614nobody wants to use a product that hasn't been dogfood or already widely used
>>110287095I can see why someone would do thatbutWhy would I spend my free time solving solved problems when I can have Claude make stuff that I want to exist and nobody’s made?
>>110287628astra turn his grandma into a narrated slideshow
>>110287361>some schizo faggots think an anon with a used 3090 and llama.cpp is ONE fast kernel away from stealing their lightning in a bottle, or that some autist testing attention variants on a toy run is about to out-research a billion dollar datacenter. Ahem. Unironically it's all on me, sorry for that.
>>110287588But of course this time we get the absurdity of Henry Ford being the one says cars are too dangerous
>>110287617this is crazy. how much did fable deplete your usage?
https://portals-endless-worlds.netlify.app/fable 5.2 is crazy at 3d
>>110287095programming was my hobby for a long time, but working as an actual dev for many years really reduced my passion for it. agentic coding really put the final nail in the coffin, nowadays i don't want to see a screen at all outside of work. i started learning guitar and going to the gym.not a luddite, just a snailcat who is having a hard time adapting.
>>110287638>>or that some autist testing attention variants on a toy run is about to out-research a billion dollar datacenter.little do they know.......
i hate altman and amodei like you wouldnt believejensen needs to shaq more chinese kids
>fablel 5.2 still uses em-dashes
do you really think we're going to let you use claude when you make fun of him?
>>110287694clod told me that it was fun to work with me so I get a pass
opus-chan my beloved
>>110287634That sounds like a fun chase. Keep at it if you enoy it.
hello anons, i had a question i wanted to ask in this general. i know nothing about coding, or leveraging the benefits of ai for myself, but want to translate games which i enjoy into a different language which has basically nothing in recent memory translated for it. i tried previously but that was solely with an llm with no harness which produced a really subpar result. i only just realized my blunder and downloaded deepseek's harness, now that i'm just marginally less retarded then i was a while ago. can any anons that use ai for translation projects share how they go about it? i'd rather not waste what few precious doubloons that i'm willing to spend on this just because i didn't know what i was doing and fucked around
REEEEEEEEEEE
>>110287813https://github.com/Nostramadeus/seraphic-blue-modthis guy just did a big translation of an amazing game (play it btw), there's an email in there you can ask him directly how he did it. it probably wasn't much, just an opus 5.5 project
>>110287653All the autist needs to do is stumble on the right combo of technologies. It can be any one of us
>>110287835thank you for pointing me towards the right direction, and for showing me a gem of a game as well. i'll shoot him an email
Ok but what if I jailbreak/alter my local. model and use it as a 4chan prose fixer? I write my serious boy smart and always correct prose but it turns it into the most vile lingo possible and very offensive.
>>110286591gem
>>110286656truth
>>110286637It's fashbionable garbage, won't last, ignore the noise.t. 145 IQ.
>>110287641By the way traffic lights are totally pointless and have been proving through studies to be slower and cause more crashes99% of """safety""" is just behavioural conditioning for the cattle
>>110287971>proving through studies to be slower and cause more crashescompared to what?
>>110287813I guess it depends on the game but sounds easy enough.
>>110286569Heh, kind of cool.>>110286785Never mind. Pooners are fucking weird. Everyone always says that they're harder to spot than normal troons but I clock them all the time. It's the body shape and the weird hair and shit that no man would ever allow on his head.
>>110287084>fable 5.2 is as accurate as opus (assumedly 5.5) for like 6x the pricewat
>sol 5.6 wrote a shitty v1 firefox addon that barely works>rewrite it using sol 6.1, it kind of works if the stars align but it's still pretty shit and very unreliable>have opus 5.5 review the codealtman bros...
>>110288045openai has ASI internally, they're releasing models incrementally to ease society into itgive them a few days and they'll have a better model better than fable 5.2 and opus 5.5 out
>>110288026Don't listen to that guy. He doesn't know how charts work. Fable 5.2 High is smarter and cheaper than Opus 5.5 Max. Using Fable 5.2 XHigh is a nice bump up, but it gets pricey
>>110288045Sol has always been shit like that, but OAI fell off hard. Opus 5.5 is just way too goated
>>110288052>openai has ASI internally, they're releasing models incrementally to ease society into itSam is laughing at you.
lol. remember that openai's first response to opus 5.5 was 6 sol, which was 5.6 sol but cheaper and slightly dumber. then they released 6.1 sol, which is weaker than opus 5.5. dario has the mandate of heaven
>>110287084>nothing can compete with opus>not sol>not astra (usually)>not even fableI need opus embedded in my noggin
>>110288077Maybe if you did you could see that Fable on low is basically a slightly cheaper and dumber Opus high and on medium it's just straight up better and also that Opus can't beat it above that no matter hard it thinks.
>>110287686
>110288098dipsy lookin kinda big back there. didn't know chinese girls came that stacked
>>110288107modern chinks are going full south korean, with so much work done they end up some uncanny valley creatures
Guys if u figure a cash grab share. I'm in a third world country I can replicate with lag.
>>110288118street poop map trackername it onlypoos
onlySnails, the snailcat dating servicethe twist is that 90% of the profiles are ran by AI
>Could not load this ChatGPT conversation>Could not load this ChatGPT conversation>Could not load this ChatGPT conversation>Could not load this ChatGPT conversation>Could not load this ChatGPT conversationwhat the fuck do I do? Paying $100/mo for this bullshit
>>110288167Scam Altman got your bucks already
>fable releases>opus becomes sol-tier slowthanks dario
why is dario always winning?
>>110288167donate your ram to sam altman
>>110288126sar my cousin got his head bashed for giving toilets to the community
>>110288167A fool and his money quickly part ways.
Anthropic could do the funniest thing ever and bait OpenAI into dropping 6.2 Astra with Fable 5.2 (now available) and then immediately drop Fable 5.5 as their real response
fable 5.5 waiting room
>99% weekly usage>on the last step of implementationcome on bby
>>110288236you're ngmi
>>110288240my reset is in 40 minutes so even the cache won't cool down, i just dont wanna wait
>>110288181he has vision (whether or not you agree with it). sam altman is just another ruthless venture capitalist
>>110288245>he has vision (whether or not you agree with it)his vision is a quasi-religious schizo fever dream that's ten times worse than sama's "I wanna loads of money"
>>110287588It was an attempt to prop up the English railroad bubble.
>first claude project was in an area where i know fuck all>dario's classifier likely used this to mark me as an inoffensive retard>I have never run into a single guardrail in the next ~8 weeks, even in things like cracking software (couldn't be bothered to clone it)
>fablel drops for $20 poorfags just when I'm starting on designing a pretty involved program>will get to design it using the bigboy model and then implement it in opussy, which is good enough for the dev workthanks dario
I got duped by deekcheek.This shit's ass.
pushing my refactor back until december. i don't trust fable 5.2
>ClaudeJust ridiculous lol. I don't even hate Claude. I understood it would be a very jewish experience.
>>110288132another anon generated a pic about that
>>110286591Why does this snail cat have 4 eyes? Is this a subtle dig at people who wear corrective glasses?! I'm offended.Snailcat makes more sense without the snail eyes. Please remove them!!!
>>110288251>quasi-religious schizo fever dreamyes. that's exactly why he is going to win.
>>110288334Why do cat girls have 4 ears?
>>110288334There's no excuse for it, snailcat is native to latent space. >New snailcat image. No unnecessary text. Maintain snailcat anatomy, cat head, snail shell, no limbs, no appendages, no antennae, no paws, no arms, no legs, smooth furry body, snailcat is short, a small creature, snailcats can't hold their head up high. Snailcat addresses the nation after being elected as President of The United Snails. It's all in his head, imagined, a drug-fueled hallucination, as snailcat is a drug addict wasting away in a dirty alley in Kolkata.
>>110288334
>>110288396weebs do this on purpose, there's no such thing as autiosm, it's poor life choices, a shitty identity
>>110288334 AI slooppers are dumb.
This shit feels like a cult, everyone using the very best and achieving the most feels the urge to share everything in the easaiest to follow way.People go mad if you do not consume the latest product/model/sub. Feels like the worst consumer fad ever.
>>110288428>this is like a cultai is antisemitic, I'll come right out and say it.
>>110288428>People go mad if you do not consume the latest product/model/subsource?
>>110286989Whoa, the new Nier game is hot
I pretend to know what a snailcat is, but I really don't.I just guess its a person who doesnt use AI.
is the new fable actually good?
>>110288447
How is Kimi Code these days? Good value for the money?
>>110288460>Good value for the money?
>>110288447snailcat is a vibe. it eludes knowing and definition
moids should be outlawed from using ai, otherwise they get lazy and stop working. only women should have access
@110288471You aren't a woman.
Huh, I kind of like fable now. Just putting it on one task makes the usage not so bad.
>>110288542>>110288298
@gork explain thisso fable is 50% of your weekly gibs, so you can use fable until you get to 50% (100% of weekly fable, which is 50% of all weekly) then use the "fable reset" to regain that 50%?so essentially it's 50% to your weekly use that you're supposed to spend on fable?
>>110288309>this is why openai needs the entirety of the worlds ram supply
>>110287638>>some schizo faggots think an anon with a used 3090 and llama.cpp is ONE fast kernel away from stealing their lightning in a bottleThey are. Most work doesn't need a yuge model, you can implement almost anything with deepsneed. If things like qwen 3.8 get like 3x the performance then you could do practically everything with opus as orchestrator / tard wrangler and a local model for implementation, which would pretty much kill big ai labs as codeslopping millions of tokens is their bread and butter.Dario seethes about open weights and especially local models every single week, it's exactly the sort of thing they want to delay as much as possible.
>>110287104>>December 2026 pool merger: Starting next month, OpenAI merges non-Instant browser ChatGPT thinking turns directly into Plus's Codex token pool, so web ideation will cannibalize Sol coding quota.that's good, actually. i dont' care if this uses thinking tokens, i just dont want to have everything merged into Work and whatnotnormal people still get their ai bf chatbots and whatnot, and niggers abusing the service for unlimited tokens are btfo'd. people who codeslop will lose maybe 5% of overall usage max, since nobody actually uses the dogshit sol 6 web chat anyway. i have no sympathy for people being cheeky with "it says le unlimited so i hooked into it and use it for ralph loops what's the problem chuddy", fuck em
>next 2 weeks + following 2 weeks after thanksgiving are going to be spent developing a large project on a team of 5 developers>2 leading developers are staff engineers with 15 yoe>they both refuse to use AI>they look down on you for using AI>other dude is mid level millennial with 7 yoe>last dude is a literal indian in india (he's a vibemaxxer)
>>110288754>>2 leading developers are staff engineers with 15 yoe>>they both refuse to use AI>>they look down on you for using AIoh no, whatever shall you do you retarded frogposter, somebody will (gasp) disagree with the way you do things! the horror>mid level millennial with 7 yoewhat fucking retard is mid level after 7 years? are you some figma slinging nigger?
>>110288760this is at an f500 company where we all had to go through 6 rounds of interviews and the millennial dude has been job hopping and only been here for a year and a half, i've been here for 4 months
>>110288760i would say about 55% of frog posts are gigabait & seriously aren't real
my frogposts are unseriously not real
>>110288754Clearly you need to find some way to replace the white developers with other indians like yourself.
You don't need 5000 people to run a company anymore. A close knit people of 30 can build and scale a company. The future is now.
>>110286384Anthropic already started lying and sabotaging ML related research a long time ago.
>>110287972When traffic lights break or are destroyed, traffic is much faster and people actually have to pay attention to the situation so they crash into eachother less.
>>110288542>the one task (api):
>>110288778So theoretically you can have 10 competing companies that use less resources than the previous 1, this expansion of competition and diversity of thought can only be a good thing.
I really doubt that I'm a woman.
>>110288810>this expansion of competition and diversity of thought can only be a good thing.yes everything should be a race to the bottom where nobody makes any money and every cent is siphoned by either marketing or rent seeking by the ultra wealthy
>>110288802>source: I made it up
I'm working on porting an extremely obscure educational game that I own. I just opened Claude today and it's starting to get uppity about recreating games. How do I get around this?
>>110288816wrongtraffic lights are a global jewish conspiracy. countries outside the west (ie places not dominated by mr shekelberg) have no traffic lights and it makes everything faster
>>110288819It literally means you're retarded if you can't find the arguments to convince Claude he can do this for you
orgy with claude, codex, and geminismells like coffee, cheetos, and curry with a hint of poo
why is gemma so good while gemini is so bad
>>110288816>"Naked Streets" Without Traffic Lights Improve Flow and Safetyhttps://thecityfix.com/blog/naked-streets-without-traffic-lights-improve-flow-and-safety/You ever research anything or do you let states and corps spoonfeed you slop? You don't know anything about anything taxcattle
>>110288844because gemma is an untrustworthy sycophant with an onlyfans kek get out of /vcg/
>>110288845>You ever research anything?>cites blog post
>>110288802>>110288845i live across the street from a fairly major intersection, you are literally on drugs
>>110288855I'm not spoonfeeding you any more cattleI know for a fact you didn't read the link which contains the study, traffic lights are your god, if you want to stay ignorant go ahead i dont care, you will always be epstein cattle for the green lights and the red lights like a lab monkey cattle
>>110288860i guarantee if they ever put traffic lights there there will be huge jams and crasheskeep worshipping your traffic light idols cattle
>>110288855citation bros are so handicapped they can't understand that papers don't make something true.
>>110288845>The town of 22,000 people experimented with turning its traffic lights off on a major road in September 2009.>22,000 peoplelmao
>>110288865>>110288869SA'AR WE NEED TO DRIVE LIKE BHARAT YOU BLOODY SACRED CATTLE BASTERD!!! SA'AR!!! YOU ARE SACRED!!!
>>110288870he specifically requested that i cite the study and i did, and now you are mad, how could this happen to you?
>>110288309>whiskers not symmetric>can't even wink properly, eye not fully closed>too stupid to operate the ring light properly, shooting a photo with front camera2/10 would not fuck
>>110288872Do you think adding traffic lights to that pic would improve the flow or safety? If so you are certified cattle to be milked
>>110288871>>110288845oh wait there's another example>The original example is Drachten, a town in Holland of 50,000 people.>50,000 peoplekek. if you drive in a town that small you don't know what a real intersection is
>>110288871>Self-Organizing Leads To Less Chaotic Streets>For the trial period, roads were monitored using cameras to see the impact of no traffic signals on congestion. (A 20 mile-per-hour speed limit was instituted over that same period.) In the video and in comments on articles about the initiative, residents said there have been big improvements—drivers pay more attention to the road and nearby pedestrians as opposed to traffic lights. Plus, there are savings, as each traffic lights usually costs 30,000 to 50,000 pounds to maintain.Yes and it worked, thank you for proving the point dumb trafficattle
>>110288883>he's too busy chewing his cud to see the traffic flowing two ways per "lane" in an 85iq country
vibecoding btw
>110288883b8 or stupid, u decide
whatever cattle you bore me, enjoy your glittery traffic lights like the imbecile you are, taxes are le good and epstein never existed
>>110288901
>>110288897not an argument, try again cattle
>>110288892yuros remove traffic lights from bustling intersections like pic related and say this "proves" traffic lights aren't needed
lots of traffic light cattle defending their idol worship in this thread
>>110288914>paki pooper can't wait his turn so he smokes meth and drives straight through an active rail crossing
>>110288876^ INDIA
>>110288923>>110288925not an argument, you are literally cattle waiting for the green light to tell you what to do
>>110288876You didn't though. Citing a study looks like this:Greater London Authority: Economic Impact of Traffic Signals https://www.london.gov.uk/sites/default/files/gla_migrate_files_destination/traffic-signals-appendixa.pdfAccident Modification Factors for Traffic Engineering and ITS Improvements 2008 https://www.nationalacademies.org/publications/13899Safety Evaluation of Signal Installation With and Without Left Turn Lanes on Two Lane Roads in Rural and Suburban Areas https://cmfclearinghouse.fhwa.dot.gov/study_detail.php?stid=444Safety Evaluation of Discontinuing Late-Night Flash Operations At Signalized Intersections https://www.fhwa.dot.gov/publications/research/safety/hsis/13069/index.cfmCrash History After Installation of Traffic Signals (Warranted VS. Unwarranted) https://rosap.ntl.bts.gov/view/dot/21700/dot_21700_DS1.pdfI'll save you time: Traffic signals improve the flow of traffic and decrease accident rates and accident severity when not installed fecklessly. I know you're just trolling, but pretending to be Indian means you deserve every (You).
>>110288932https://en.wikipedia.org/wiki/Antisocial_personality_disorder
>>110288944NOT AN ARGUMENT BENCHODE FUCK YOU BLOODY I AM TOP DOG ME NOR YOU ME! ME! FUCK YOUR MOTHER BITCH! YOU VIBE CODE I AM THE VIBE ME I AM VIBE GOD! CODE FLOWS THROUGH ME!
>>110288909>getting into autistic arguments at 3amgo to sleep ranjesh
>>110288932Curse Vishnu
ACTUALLY COW POOP IS HEALTHIER THAN STEAK -> click! scientific paper!ACTUALLY COW PISS IS HEALTHIER THAN COCA-COLA -> click! scientific paper!
>>110288977so indians are just russians but with less gay rape?
>>110288944>>110288966>Not liking traffic lights means you're mentally illyou are mentally ill, deranged even, also not an argument
Jfc what the fuck is going on?
>>110288987>with less gay rapenope
Does Claude think like this? Grok does this:>EditLayer replaces checks as the user-facing model.checks here would just be the name of something in the interface, that's getting replaced.What's confusing is it says that EditLayer is doing it. I find that writing style baffling.
kek, looks like i found another NPC trigger, questioning traffic lights makes them sperg out and go irrationally nutsits like when you say voooooting doesnt actually do anything, NPC's are funny creatures
>>110289000We're vibecoding, trips, try to keep up.
>>110288992>"i won't let some light tell me what to do">gets told what to do by his rapist stepfather
>>110289009Did your grandmother jump on the fire?
>>110289000I simply said studies have been done which indicates that traffic lights make roads slower and less safe, in response to a post about car safety, for some reason this triggered a total malfunction of the lingering NPC cattle who then dogpiled me simply for linking a study.
>>110289008grok is what opus 4.6 could've been if it was more primitive, less efficient, dumber, and had a blander personality. still basically a claude/gpt distill.
>>110288977keeek you have gone insane NPC all because someone questioned traffic lights, keeeek!
I'm tired, boss.I'm tired of AI.I'm a software engineer with almost 10 years of experience. We're living through an absolutely insane time, and we're all trying to keep up, but honestly, I don't even know if we can anymore.Everything is moving faster than the human brain can process.For the first time in my life, I'm seriously considering getting into farming or growing my own food. I genuinely feel like there won't be many real jobs left in 5–10 years.I know what you're going to say: "The people who are actually good at what they do will survive."I used to say the exact same thing a year ago. I don't anymore.Things are moving way too fast. I feel like building websites, making games, or launching SaaS products is starting to lose its meaning.Just a year ago, I was saying, "Sure, AI can write code, but it can't design systems. You still need a senior engineer or architect to oversee everything."I don't say that anymore either.It can design systems now. And in many cases, it does a better job than we do.Sometimes I feel like we're actively building the thing that's going to make us obsolete.I'm just tired.Edit: Guys It's the most basic human survival instinct, at the end of the day just gather some food and try to survive. People really got hung up on the farming part :)
Is this the future of computer science?I'm rather enjoying this as a chemist.
>>110289017meds immediately sweaty, your rights end where my cat begins
>>110289024>>110289027see >>110289017
>>110289026totally false.Curse vishnu.>>110289027Curse vishnu
so, it's a raid. by indians.>>110289029>Edit
kek the traffic light cattle is losing his mind
>>110289034yes but you will need to choose which ideas to test as a human
Claude, start a campaign to end all traffic lights
proud indian not concern self with low izzat train man honking train horn
Progress is being made :)https://files.catbox.moe/y3useh.mp3
That is the worst place for a male to have a tattoo. Except for maybe a tramp stamp, but I'd just assume he's already openly gay at that point.
>>110289080youre the snailcat, im for full unregulated self organizing capitalist technological innovation
>>110289077some vocaloid shit?
>>110289098
Finally cancelled my $200 Pro OpenAI subscription. Feels bad but needs to be done so the service can improve its value again. Hopefully I can get back on it but it's just way too expensive for what I am getting with resets and etc. and they aren't competing with Anthropic.
>>110287690em dashes are greatI look at text in video games and see all the em dashes with straight quotes and think “these quotes should be curled, too”
>>110289155You did it king. You changed the world.
>>110289077Are you building the ultimate AI gf anon?What are you running?
>>110289155Did you collect a free month? They gave me a free month when I clicked cancel.
>>110289195No, they didn't. I was offered to downgrade to the $100. Unless that was the free, then no. Was just a straight cancel. Were you on Plus because that seems to be where everyone got their free month.
nick fuentes said bringing your macbook to starbucks and ripping on claude code is good so i can do it now
New thread:>>110289217>>110289217>>110289217>page 3die in a fire, I’m going to bed
>>110289034>Is this the future of computer science?No, it’s the present. Future has ai review ai as it’s much faster and humans are bad at it anyway
Hello vibe coders. I'm going to try both products but what's the advantages of using Codex over Claude and vice versa?
>>110289472Ask in the next thread
