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File: vcg.jpg (2.88 MB, 2816x1536)
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A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs.

You use Git β€” right, anon?

## What β€œvibe coding” is, and how to do it
https://simonwillison.net/2025/Mar/19/vibe-coding/
https://simonwillison.net/2025/Mar/11/using-llms-for-code/

## News (both past and future)
- 2026-09-29 β€” OpenAI introduces a $500 plan with 25x weekly limits
- 2026-09-29 β€” OpenAI releases GPT-6.1 Sol
- 2026-09-28 β€” OpenAI reduces its $200 plan from 20x to 10x
- 2026-09-22 β€” OpenAI releases GPT-6 Sol and Luna
- 2026-09-22 β€” Anthropic releases Opus 5.5
- 2026-09-22 β€” Anthropic increases subscription plans's 5-hour limits by 20%
- 2026-09-14 β€” Anthropic reduces subscription plans's weekly limits by 17%
- 2026-09-10 β€” OpenAI pauses new sign-ups for their $200 plan
- 2026-09-04 β€” OpenAI releases GPT-6 Astra
- 2026-09-01 β€” Anthropic releases Fable 5.1


## Related generals
>>>/g/lmg/

----

## Frontier models using fully-general tooling β€” start here if you have $20 or so
https://claude.com/product/claude-code β€” generally better currently
https://developers.openai.com/codex/cli

## Near-the-old-frontier models for code
https://x.ai/cli β€” no 5h limit for only $30/month

## Best free tier
https://antigravity.google/pricing

----

## Prompting
https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overview
https://developers.openai.com/api/docs/guides/latest-model

## Skills
https://github.com/mattpocock/skills β€” /grill-with-docs is a favorite
https://github.com/Vuk97/forward-implementation-first β€” do less redundant bookkeeping

## Other editors / terminal agents / coding agents
https://osaurus.ai/
https://pi.dev/
https://opencode.ai/

## Is our AIs unlearning?
https://aistupidlevel.info/

## Will there be a codex reset?
https://codex-resets.com/

## What we’ve done
https://vcg.gitgud.site

## Previous thread
>>109962067
>>
New official guide:
https://openai.com/index/practical-guide-building-gpt-6/
>>
File: no.jpg (16 KB, 680x447)
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no reset?
>>
I'm almost tempted to go to astra again, despite really liking how sol is finally not raping my quota.
It's still so slow.
>>
>>109966141
if it's like the last times it's waves, they don't reset everyone at the same time
>>
>>109966146
I use astra when I'm about to go to sleep and want to drain quickly
>>
im ordering the burger while my pc is vibing
>>
feels good having a decent computer to run all the agents
>>
>>109966160
i'm jerking off. 2 of my subagents are also jerking off. one more is watching from a sandbox.
>>
Austin "HoloGOD" Hawkins eats poop and is so broke half the time he is using basic google search tier gemini due to not having money or any computer hardware made past 2013 that can run local models
>>
>>109966174
he just like me fr
>>
I actually scrape a bunch of APIs, much beyond Gemini. It's not that hard if you have a brain.
>>
>"does scraping apis violate us law?"
>gemini: grey area.
LGTM
>>
File: file.png (12 KB, 574x109)
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>>
we need AI to be SMARTER and CHEAPER to enter the golden age of vidya
>>
>>109966210
If you don't have the smart and cheap AI, you are the stupid one.
>>
IT'S HERE
>>
IT'S GONE
>>
IT'S OVER
>>
IT'S MARMALADE
>>
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lol @ retards itt
>>
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4 KB PNG
>>
>>109966245
is this the guy who's dick you all suck and worship because you are too stupid to ask astra how to write a scraper for you?
>>
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>>109966245
>>109966245
geg
>>
>>109966221
No it isn't.

>>109966249
Are you me? Literally waiting for the reset.
>>
>>109966266
>poors clutching their coupons in front of walmart
>>
Y'all are actually in a fucking humiliation ritual
>>
File: 1772991863525860.png (152 KB, 354x346)
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>started a new faang job recently
>company has dozens of channels for genai help and tons of plugins / mcp servers for everything you can think of
>developers engineer their own wrappers to make development with our internal tools easier
>have almost infinite tokens
>already had 2 meetings dedicated just to get claude set up

>opus 5.5 on high
>9 skills / plugins installed (2 skills specifically for the ginormous repo I'm working on)
>4 mcp servers
>(almost) infinite token budget

"claude read this ticket and trace the bug"
>sure! x is happening because of y.
>here are my suggestions: a, b, c (recommend c)
"trace what would happen if we implemented c for object k"
>good catch-- this fix won't work. It would break (a dozen features implemented 6 years ago for 3 different platforms)
I spent ~$100 yesterday in tokens arguing with this clanker trying to get it to tell me what the fuck is going on in the code
>>
>>109966291
Making fun of people getting a deal? Leave me and my wal-mart pajamas alone.
>>
>>109966306
exact same post was posted earlier. calling you on it.

https://desuarchive.org/g/search/image/SDgzxRE86hq4LDzJ6Bc_iw/

You do this on purpose to try to make people think that you are a bot. Which is so pathetic.
>>
Gemini 4 fucking sucks
>>
>Gemini [...] fucking sucks
well yea
>>
File: file.png (21 KB, 623x239)
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Oh yeah that one. It's weird I've really liked triangles lately.
>>
>>109966333
HOLY DIGITS OF TRUTH!!!!
>>
Y'all all of a sudden wanted to shut up? damn that's crazy
>>
File: file.png (88 KB, 1226x212)
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If you want this fucking triangle then e-mail me
>>
i am vibing... but the reset must come,, and so will i.
>>
nice fuckin reset, tibo
>>
File: file.png (16 KB, 938x26)
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>>
>>109966428
browser tool is fake & gay
>>
sorry guys, tibo is waiting for me again
>>
has anybody found a usecase for sonnet?
>>
>>109966444
poems
>>
>>109966444
opus 5.5 med + sonnet 5.5 high subagents goated.
>>
File: file.png (112 KB, 1212x298)
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Behold.
https://github.com/ajejfiejof/icms

The Triangular Masterpiece
>>
>>109966421
You need to wait a bit. They are probably postponing the reset until I run out of my extra credits.
>>
Jesus fuck I had a bunch of porn open and sol launched computer use lmao
Also
>launches computer use
>hijacks my desktop
>immediately starts compacting
lmao

>>109966468
Is it faster? Cheaper? Is there really any difference from running opus med ?
>>
>>109966486
>Jesus fuck I had a bunch of porn open and sol launched computer use lmao
it doesn't give a shit about that afaik
>>
>>109966486
faster? no. slower. sonnet 5.5 is the hold up. .cheaper? on my $20 sub, yes. im going much further than i was just getting opus 5.5 medium to do everything. but the downside is its slower. much much slower, so this is a setup you have to be patient for
>>
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>>
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UNDENIABLE (lmao)
>>
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2.44 MB PNG
>>109966495
It doesn't, but if anything matches known CP hashes it phones home.
>>
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>>109966486
>have gemini open, need to grab a .png off desktop
>think i'm safe because pr0n folder is in a temp folder
>gemini starts indexing with
 Get-ChildItem -Path "C:\Desktop" -Recurse 
>>
>>109966495
Both claude and codex do not care. They are only concerned about generating that stuff. User contributed porn is fine in the development process.
>>
>sending a single 150k translation prompt to Astra xhigh with 2% weekly left
Will it work? Is it going too far? Will I get banned?

I've sent a 33k prompt before like this but the output wasn't that much
>>
>>109966486
told luna to download trap manga and identify text areas
I came back to see it zooming in benis to extract some small text
>>
>>109966527
~150k tokens in, ~150k tokens out is nowhere near your limit and why would they b& for that
>>
>>109966527
banned? it just craps out if it reaches the limit.
>>
File: file.png (119 KB, 741x610)
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IT WAS BROKEN BY /g/
I know most of you don't know how big of a deal this is but it is a big one
>>
>>109966510
what the hell kind of websites are you going to?
>>
>>109966558
NTA but this seems like pretty common knowledge at this point.
>>
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>>
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>13%

C A N N O T
M A K E
I T
U P
>>
>>109966522
claude was more annoying about it historically, at least last time I compared, and latest versions of sol (6.0 dunno about 6.1), and astra seem obsessed with finding everything to be "potentially" underage which is majorly annoying when playing around booru projects
>>
>>109966266
IT'S HERE
>>
File: 1763442698848553.jpg (25 KB, 348x357)
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tibo is foidbrained, if you are shorter than $100 tier you don't exist
that's why he thought it was ok to not give reset since dots already giving unlimited compute
>>
>>109966581
He said it would reset. He should be a man of his word. If he isn't I am personally going to find out where he buys his coffee, get a job there, and spit in his coffee.
>>
why does tibo even bother committing to a certain time for a reset if he never meets it

just say sometime tomorrow morning
>>
>>109966594
he is spiritually black
>>
>>109966581
How do i get dot to keep working endlessly it just stops
>>
>>109966594
only cucks set an alarm to wake to
>>
>>109966594
he wait for me, sorry guys I'm too slow
>>109966591
he suddenly remembered plus users exist, he almost forgot that
>>
>>109966558
it's not out of experience retard, especially if you're implying I watch that shit. plenty of fetishes but this ain't it my main man.
>>
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>>109966551
>>109966570
>>109966574
https://pastebin.com/3GkAUNwX
>>
Thank you for waiting tibo I need a bit more time.
>>
>>109966617
>he suddenly remembered plus users exist, he almost forgot that
plus users share most of the dna with snailcats
they're half slugs instead of snails
>>
>>109966630
what model is it i'll prompt it myself. hardcoded directories are a non issue, change it yourself
>>
>>109966579
>use chatgpt to iterate on character concepts
>absolutely obsessed with head to body size ratios and β€œmaking sure they’re clearly adults”
>tells me it can’t generate a bikini picture of a young looking character (no idea what triggered it, not a loli or anything)
>asks me if a one piece swimsuit would be alright
>proceeds to generate an absolutely SEXOOO image
It also focuses a lot of detail on butts and crotches. It’s like the image generator is trying its best to be as sexual as possible and it has a handler on top trying to rein it in
>>
>>109966594
the resets have always rolled out slowly for all accounts. Probably he should mention that though.
>>
>>109966634
rude
>>
>>109966637
>gets blown the fuck out, nonsense claims destroyed
>"B-B-B-UT THE HARDCODED PATH BRO JUST PR"
holy shit
>>
drinking extra-caffeinated drinks... at 8 pm... vibing into the night, waiting for the reset... it's not coming? still not sleeping.
>>
>>109966638
Their image model is absolutely uncensored, it's the best way to have proper anatomy understanding.
it's just moderated after each gen + prompt itself rewritten by text model.
>>
File: 1788587357816232.png (1.98 MB, 1448x1086)
1.98 MB PNG
>>109966638
gpt-images is very based, but there's a small brained model policing its output
>>
>>109966579
6.0 has been a pain in translation because it suddenly decided that something translating to "young man" meant the character was a minor, so it simply ignored any part where the character appeared
they dialed up the thing to a ridiculous degree
>>
>>109966638
I've never been able to gen anything spicy out of the image model, always got moderated for anything outside of the occasional swimsuit, and even that was sometime too much for it.
>>
I'm on the $200 tier and I still dont have the reset. When is this nigger going to push the button.


This is the first reset that I've been actively aware of before it hit. I spun up 6 ultra agents and set them to fast to try to get as much use in the 45 minutes I had before 10am. I overdid it and dipped in to my complementary credits. 2000 credits, gone. Now I'm sitting here at 0%. And when I finally get this reset, I still have the banked oct 4th one.

Oh yeah... and I used my 6pro weekly limit on the web. Fuck me.
>>
>>109966686
what's the point of the $200 now? I'd much rather have one clade and one gpt $100 plan rather than one $200 plan. Unless you're wealthy enough to not care of course
>>
>>109966648
Go look at the github dumbass. fixed it. enjoy
>>
>>109966686
Tibo here, we're actively not resetting 4chan users. It's not ethical, sorry.
>>
>>109966638
>absolutely obsessed with head to body size ratios
uhh what
>>
What's the funniest thing I can make a local < 10B parameter model whip up?
>>
>>109966700
existing $200 has x20 for another month
>>
File: file.png (66 KB, 975x490)
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>>109966703
keep going austim
>>
>>109966716
a zombo.com competitor
>>
just blasted through to my limits. you can pull the trigger now, tibo.
>>
>>109966716
spambot calling everybody on g a jeet
>>
>>109966722
Still going. Just pushed it again.
>>
>>109966721
I had dropped down to the $100 tier last month, because I was burnt out. Literally 1 day before they gave away the 62500 credits to $200 plan users, I reupgraded. I think I'm still on the 20x for now.
>>
>>109966721
are you sure? I got the email saying it was straight away I was getting fucked
>>
>>109966638
reminds me when I asked to help rewrite minimax h3 prompting agent, including nsfw, it added "consenting clearly adults" everywhere in the text
I think they hammered that a bit too much
>>
>>109966737
>Starting October 30, 2026, your included usage in ChatGPT Work and Codex will decrease from 20 times to 10 times the ChatGPT Plus allowance
>>
>>109966721
>>109966737
Until October 29 yeah.
I went back to 100 because it's not worth it anymore anyway, and I can't justify the 500 one.
>>
File: file.png (84 KB, 983x653)
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>>109966732
it's time to stop. your llm can't handle the fire.

https://pastebin.com/LJrdD9CF
>>
>>109966765
Nah I got one left. You keep on criticizing me. That's good. That's how this actually works.
>>
HALLO? TIBO? Bring me your reset! Make the reset the cutest thing I've ever seen! Mr. Tibo I'm so alone please press the button to soothe the pain!
>>
those 5 hour limits are some actual groid bullshit. i know they exist to lower peak usage, but something I do want to increase my vibings.
>>
>>109966770
>it's... i'm getting better!!!
your condition will only improve when risperidone is applied. this is not a salvageable project, it should be retracted.
>>
>>109966772
let me run out of my weekly reserve first
>>
5%
>>
>>109966773
just switch to the 12 hour reset, dummy. it's in the settings.
>>
>>109966777
Nah. I ain't retracting this one. This one is gonna be it. One way or another.
>>
On average, I get through my Claude 5 hour usage limit within about 3 hours. So if I bought two Β£20 subscriptions, rather than the Β£100 one, wouldn't that work better for me?
>>
>>109966807
Unless you want fable, yes.
>>
>>109966779
How about I crouch down in front of you, close my fist, wind up my arm, and punch you in the cock.
>>
>>109966817
what if that anon is a girl
>>
>>109966825
punch xhem in the girlcock? same thing really
>>
You know what tibo, you can skip this reset. I have nothing to vibe at the moment. Take the day off instead.
>>
Sincerely thank you to whoever made that pastebin.
>>
Thank you for the late reset tibo, I'm at 10% now
>>
>>109966903
Reset got cancelled.
>>
>>109966887
you should've done the work to audit your own shit before you came here, that was pathetic. honestly i shouldn't even have handed it to you like that.
>>
File: 1787199070101633.mp4 (3.91 MB, 1042x1042)
3.91 MB
3.91 MB MP4
It's Friday, bros.

https://video.twimg.com/amplify_video/2106075678101659648/vid/avc1/848x624/FdulOFzWwir1ae5s.mp4
>>
Thank you to whoever posted that pastebin again. I am amazed.
>>
>>109966910
IT'S TRUE TURN ON CNN RIGHT NOW
>>
>>109966913
I'm pretty sure it actually is working now. You can put your name on it if you want to.
>>
TIBOOOOOOOOOOOOOOOOOOOOOOOOO

WHERE ARE THE FUCKING RESETS??
>>
>let astra and opus to make pingpong game
>12h later
>it's implementing some foodchain
>>
>>109966914
it's like somebody mixed an ugly asian with an uncanny valley robot and a 12 years old child
>>
>>109966914
The girl in front looks like an alien
Sex with aliens
>>
>>109966914
unsettling. the attached mp4 I mean.
>>
>>109966931
to make a pingpong game from scratch, first you need to invent the universe
>>
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>>109966924
i'm not putting my name on that shit

https://pastebin.com/ivQ676Uk
>>
>>109966977
Is google fucking with us both?
>>
File: free_will.jpg (37 KB, 240x249)
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>10am PST
>>
>>109966986
yes but mostly you, audit passes are more accurate than generation
>>
>>109966993
I have so many questions if you have more information, but I'm thankful for what I've gotten so far lol

who knows how deep this actually goes?
>>
Tibo is mad at us for the torture chamber. He has now put us in the torture chamber.
>>
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>>
File: file.png (250 KB, 600x325)
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WHERE'S THE RESET TIBOWSKI
>>
And pushed
>>
File: file.png (58 KB, 965x346)
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>>109967038
i told you, should be retracted. you're not using models that can keep up.

https://pastebin.com/mhrTHkig
>>
>trillion dollar company
>can't schedule a reset in advance
>can't get a dot to do the reset either
>>
>>109967059
saar no worries our 1.48 billion saar agents are working around the clock to fix this saar
>>
>.. blocked on a permission. I stopped there rather than work around it.
good claudie!
>>
File: Screenshot_830.jpg (144 KB, 954x751)
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Your response?
>>
>>109967056
I did not consent to the Google 4chan vs Github Antigravity vs Antigravity Official Games. Please elaborate on any consequences of not retracting it, if they exist. If they do exist, I want my lawyer.
>>
>>109967076
claude is SAFE
>>
>>109967081
>accelerating ML by dumping slop to be categorically thrown out of the data lake
>accelerating the boogaloo by shitting up /g/ with nonsense conjectures for fame
same thing
>>
I have a reset i need to burn, anyone got some unsolved problems in mathematics?
>>
>>109967091
P=NP
>>
>try using claude and codex for thing
>claude is a little bitch and refuses to curl a public API because the devs cried somewhere about people using their service
>codex just werks
>have to tell it to not hammer them too much
kek
>>
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>>109967080
>>
>>109967097
>N is either 1 or 0
Next!
>>
>>109967091
Just break one of the NIST post-quantum standards
>>
>>109967091
not math, but you could pull astrophysics data and try to do some research there, like something related to neutrino detectors or finding exoplanet candidates
>>
>>109967111
oh that's a neat idea
i think i remember you can download all the stuff from nasa that at least hubble does
I had been wondering if coding agents could potentially make a shitty version of space engine.
>>
>>109966779
i have run out of my weekly reserve you can reset now ^_^
>>
>>109967091
A working fusion power plant design with all engineering issues ironed out.
>>
>>109967099
I extracted a bunch of functionality from a mod. Amusingly it copied over the readme lines full of DO NOT UNDER ANY CIRCUMSTANCE REUSE THE MODELS AND AUDIO FOR ANYTHING WITHOUT EXPLICIT PERMISSION, noting that the extracted assets shouldn't be reused for anything unless granted permission by... openai
>>
next normal reset was in 22h anyway, so it's not a big deal
>>
>>109967109
>or 0
5 = 0*5
5 = 0

wow... /g/ is so retarded without llm help
>>
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Next up.
>>
>>109967209
just dont use object storage for a bunch of small files, duh
>>
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>>109967209
why are you wasting your time on small stuff
>>
>>109967240
I am literally doing my best to drive the cost of the compute down in real time
Everyone wins with more efficient software
>>
>>109967251
>the cost of compute
on what hardware? i'm about to fire up d-wave
>>
>>109967255
AOTA. All hardware.
>>
>>109967260
>"all hardware"
>isn't working on quantum/classical hybrid ml
sneed



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