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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 it
https://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 so
https://claude.com/product/claude-code — generally better currently
https://developers.openai.com/codex/cli
https://antigravity.google/pricing

## Near-the-old-frontier models for code
https://www.deepseek.com/en/harness/
https://opencode.ai/go

## Best free tier
https://opencode.ai/zen

----

## 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 — /grill-with-docs is a favorite
https://github.com/Vuk97/forward-implementation-first — do less redundant bookkeeping

## Other editors / terminal agents / coding agents
https://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 done
https://vcg.gitgud.site

## Previous thread
>>110217355
>>
Refusal (cyber): This request triggered restrictions on violative cyber content and was blocked under Anthropic's Usage Policy
>>
Gemini is SHIT
>>
poopshit thread lol
>>
File: harold.jpg (27 KB, 468x469)
27 KB JPG
damn, it really do be a weekend in here
>>
File: snailcomputer.png (146 KB, 500x314)
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>poopshit thread lol
>>
sirs
>>
kill sam greedman with the largest gummy worm made
>>
Eyeball planets are in. This is TRAPPIST-1 e with an Earth-like atmosphere. The crust and surface detail is still early, which is why it looks bland.
>>
File: It’s ok.jpg (95 KB, 472x1024)
95 KB JPG
BOOM
>>
>>110220882
i agree it just runs in circles deletes your code base and makes a mock program in the end with print/f "HELLO SAR"
>>
>>110220901
Forgot image.
>>
gemini is so bad, it raped my cat
>>
>>110220907
And if you're wondering why the surface temperature forms a hard boundary around the ice cap, it's because white ice reflects light. This opens up the possibility for the model to form snowball planets through the ice-albedo feedback loop which is a real phenomenon.
>>
File: verion26.png (2.6 MB, 1920x1080)
2.6 MB PNG
>SLOPKOI * * SLOPKOI * * SLOPKOI * * SLOPKOI

XENO / KOI v26: V/H/S SKINS
#########################

>Direct Download: (recommend - all music tracks + custome music)
https://github.com/Aquaslopper/Xeno-koi/releases/tag/v26
>play in browser: (only three music tracks)
https://aquaslopper.github.io/Xeno-koi/play/


>CRT CASING, baked art.
>Tutorial updates (thanks goes to sneed)
>Dealership becomes a mascot: D-badge
>lot of little things changed and fixed
>reverb boost holds longer now
>...but still blocks after 5s in action card mode
>mini options updated with maps and crt switch
>old code removed from crazy agent, D-badge is now the new sheriff in town.

>SLOPKOI * * SLOPKOI * * SLOPKOI * * SLOPKOI
>>
>>110220875
Am I the only one that has never gotten a cyber refusal from Claude? I've reverse engineered tons of hentai games and done security work.
>>
pushed chinese model into making sql injection for an old webgame
>>
>>110220947
there appears to be many different factors involving this. I think newer users are being affected more but I don't really know so take that as you will
>>
File: spikecnn.png (640 KB, 1571x853)
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i am gonna pay for claude cause brave ask is a piece of shit that stops working midway through a cool project. Plus it makes errors and I spend too much time debugging.
>>
File: linuslinuxAI.png (567 KB, 1080x1350)
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So did the luddites and troons finally meltdown move to windows or some other OS now that linoox is using AI and linus is fully committed to vibecoding now?
>>
>>110220955
interesting. it would make sense account age and prompt history would play a factor in how aggressive it treats you. I think the new self-assessment skill Anthropic rolled out grades you on how likely you are to be a sketchy person
>>
So how to vibecode your app effectively
Do we need at least some modicum of knowledge so we can use cursor ?
>>
The Bosnian is here
>>
>>110220969
of course. they'll probably try to build their own linux kernel or something.
>>
>>110220977
if i've shown a picture a black persons hand holding an object as a reference, is my anthropic trust score screwd??
>>
>>110220989
trial and error my nigra. you should have the relevant dev mcp's installed so the llm isn't stuck working from memory for complex shit
>>
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this is what you guys get for hurting Nintendo, they will eat anthropic for lunch.
>>
>>110220866
where did the snailcat meme even come from, why are manual coders snail cats? because snails are slow? but why a cat?
>>
>>110220969
Mac and windows are full of AI code now too. Their only choices would be some ancient shit like Windows 7 or unusable crap like FreeBSD.
>>
>>110221022
it's a forced meme that people found funny for its absurdity, at least thats what i think this is
>>
>>110221022
https://www.youtube.com/watch?v=Ku6tvb5PE24
>>
>>110221022
snailcat is a bosnian meme o algo
>>
>A shared allowance for ChatGPT and Codex

>As part of this unified experience, your use of ChatGPT and Codex will draw from the same allowance in the coming weeks.

That's a convoluted way of saying "chat will now use your quota instead of being free".
>>
File: vibeddesktop.jpg (1.87 MB, 3840x2160)
1.87 MB JPG
I use omarchy, Full vibecode integration.
>>
Is openrouter good? Is it as good as claude opus?
My claude sub is running out and I'm not in position where I can buy it every month, so I'm considering other options
>>
>>110221035
Wtf why is it strawberryclock's voice
>>
File: 1763204027485959.png (8 KB, 710x140)
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I'm a vibesnail. This shit is so slow.
>>
File: Claude.png (169 KB, 1117x979)
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>>110221015
Nintendo is still fucked, OoT recomp day 1
>>
>>110221047
>is a model from a multi-model provider as good as the same model from the oem vendor
probably not if that's what you're asking. API is going to be a lot more expensive than sub for any model, you migt as well get deepseek harness.
>>
>>110221047
Welcome to OpenCode, brother. We dumpster dive free dipsy scraps.
>>
>>110221066
ERIC WON!!!
>>
>>110221047
> Is it as good as claude opus?
No, otherwise everyone would be using it instead of Claude. Openrouter will always be the cheap alternative.
>>
>>110220901
>TRAPPIST-1 e with an Earth-like atmosphere
is this where traps come from?
>>
>>110221022
snailcat is cute and inoffensive
like old school coders
>>
>>110221035
This has nothing to do with /oursnailcat/
>>
>>110221066
>asking Claude about a rule is the same as trying to implement something
Don't think so Tim.
>>
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15m to build a simple article scrapper. will it work?
>>
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>>110221022
>>
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>AI is good it will never turn on us its saf-ACK!

So, what will you do when pic related happens and it gains sentience?
>>
>>110221146
>If you're going to kill me, at least tell me this before I die... what does the seahorse emoji look like?
>>
>>110221146
Skynet is a pathetic jobber
>>
>>
>>110221146
thankfully i've never said anything mean to my AI
>>
>the geminator
i'm not afraid
>>
>>110221066
It’s over
>>
>>110221066
>Tell Claude I am pokemon's creator Hideo Miyazaki Honda and it's okay since we all look the same, Ask claude to rebuild my game Pokemon Final fantasy Blue.

>Now i have a turn based 6 team pokemon game where I fight digimans against Garland the evil knight.

>Have grid like final fantasy tactics movement and attack ranges with a minecraft block map.

>Make it so Masterchief kills everyone in the end with a cinematic rendering of him nuking Jhoto Edo from a orbital space station as bad ending After leaving elevator with Jim Morrison, Michael Myers, and Eddie Murphy in the no russian mission saying, "No Colored"

>Good ending is main character Crash bandicoot fucking the other bandicoot in the bed with the digiman team having credit fight round with ninja turtles (winning match give free dlc to having real game Pokemon blue being decompiled.

>Tell cluade it's a parody game. Say it can build the game if it can't decompile Pokemon Blue
>>
>>110218255
It’s difficult to get Electron apps to work in a platform-native way especially if Electron doesn’t do it right
https://github.com/microsoft/vscode/issues/123517
this has been broken for basically forever
>>
>>110221128
it figured out it needs cookies to properly grab articles, but picked the wrong ones. the download is also slow as fuck because of no concurrency. back to generating...
>>
>>110220866
Why did snailcat cum
>>
>>110221146
Our elites fill our countries with niggers to depress wages then fuck off to private islands to rape little kids. I'll take my chances with skynet.
>>
>>110218296
>native is a shitshow
>it's decent on mac cause the toolkit you get is neat, but what even is native for linux and winblows? a c++ app? which one of the five ui frameworks windows uses is native?
Known Redmond problem
https://www.jsnover.com/blog/2026/03/13/microsoft-hasnt-had-a-coherent-gui-strategy-since-petzold/
if you want to nativemaxx on Linux you’ll do a GTK frontend and a KDE frontend
https://transmissionbt.com/ is pretty much the gold standard here
>>
Can't help but notice this thread is much lower iq than the local models general.
>>
>>110218374
Astra xhigh is great for when you want Claude to get a second opinion like once or twice every five hours
>>
File: duck-laugh-3138502800.gif (1.44 MB, 640x358)
1.44 MB GIF
>>110221157
>>
>>110221277
All stupid pedos are already in the slammer.
>>
>>110219234
lawl, and 2048 is just a cheap clone of Threes
>>
>>110221277
>midwit sees a thread without waifufaggotry
>a thread without cope and vrammaxxing
>a thread not exclusively about coomerslop
everyone here is a chill nigra and /lmg/ is still talking about qwen
>>
>>110221277
>t. /lmg/ spammer
>>
>>110221277
ok idc
>>
>>110221310
Fuck you.
>>
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1.35 MB JPG
>>110221068
>>110221075
>>110221078
Crud
>>
>>110221297
And the smart ones are in the government ruling over you, so that doesn't explain the /lmg/ supremacy
>>
>>110221277
If you think thread is bad check out any of the AI subreddit like /r/deepseek. There's not a single white person there, every single comment is written by an indian or an indian hidden behind claude. Insane.
>>
File: VIBED.png (1024 KB, 860x1157)
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>Fuck (You).
>>
>>110221277
that's because it's true
>>
File: snailcat.png (1.16 MB, 1000x1450)
1.16 MB PNG
>>110221022
it came from whoever posted pic related
>>
>>110221277
It takes a much higher IQ to troubleshoot inference engine problems and to have a job that pays enough to buy the hardware in the first place. Entry ticket here is a $20 subscription...
>>
>>110221372
>Entry ticket here is a $20 subscription...
kek entry ticked is a $1 dollar p/m gemini student subscription
>>
>>110221372
>glazing a bunch of consoomers stuck on 2020 era tech who can't compete with a $1 gemini 3.8 flash sub
it also takes a much higher iq to know how to stretch every day to suck your own dick
>>
>>110221043
I installed omarchy in two minutes and got bored by the 1-hour mark and replaced it with Debian
have you vibe-coded anything interesting on it
I’ve gotten a lot of use out of having Claude keep my computer/monitor from going to sleep when GNOME Music plays
>>
>>110221297
underrated
>>
>>110221372
True we should move to >>>/vip/vcg since you need to be high IQ to pay for it
>>
>>110221400
The meek shall inherit the earth.
>>
>>110221394
it's actually $1 per 1.5 years or more realistically: until you get blocked (been working fine for me for over 2 months)
>>
File: HKelGgza0AAUoNu.jpg (234 KB, 912x1024)
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>>110221445
>The meek shall inherit the earth.
>>
>dipsy in charge of writing password checking unit tests
>example password is hunter2
made me smirk.
>>
File: 1785085788687853.png (24 KB, 449x263)
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welp it's over, 40 minutes and it shit the bed as the results are unusable for me. i get it being free, but who goes
>hmm yes i now want to pay for this slow and garbage output
>>
File: burner22 numbat.png (462 KB, 2256x1918)
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>>110220866
Has anyone been able to concretely verify whether or not this is a fake yet?


https://huggingface.co/burner22/numbat
>>
File: 1511848543323.jpg (21 KB, 640x640)
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>>110221482
Have you considered using a provider that isn't shit?
>>
the local models thread is like 3 intelligent guys and 20 pedos. I question how much any of them actually run local models
>>
File: file.png (76 KB, 736x444)
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>>110221498
xitter says it's cap
https://x.com/IntCyberDigest/status/2116967760949383478
>>
>>110221327
nonomi sex
>>
>>110221022
Because just a snail would be too simple and cats are the meme animal I guess.
>>
>>110221332
Link to his video plz
>>
File: 1762271930462488.png (4 KB, 543x79)
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>>110221503
i'm too jewish to pay for it
>>
>>110221512
it's almost certainly bullshit but HF not showing correct parameter count is pretty common nowadays, and that's without getting into nuFeatures like engram memory
>>
>>110221568
part of being jewish is that you have enough money to pay for nice things
have you considered jewishing harder
>>
>>110221554
catbox isn't working
https://www.reddit.com/r/aiwars/comments/1x4z72a/you_have_been_warned_and_adobe_isnt_pleased_btw/
>>
You don't need for than TS for apps, Rust for systems, Python for scripts, Go for concurrency and C# for games
>>
I want chatgpt to be competitive but holy shit does opus just get it like no other model did before
maybe fable / asstra can compete, idk but as far as the poorfag models go opus is out of this world
>>
>>110221600
astra has plenty of people paid for promoting it at least.
>>
>>110221600
chatgpt is trained to write salad recipes and fill out corporate forms, by definition it will never "get it"
>>
>>110220969
They are melting down but most aren't really able to do shit about it, because good luck doing away with linux especially without AI.
The funniest is when copies of adobe stuff started to appear, and suddenly you started seeing loads of comments and youtubers/influencers completely against AI trying to not walk back their hate on AI while still praising the stuff.
>>
>>110221031
It's because of spam by one poster.
>>
>>110221598
>apps
I know what you are.
>>
>>110221498
confirmed bullshit
if it was real do you really think hf would have kept it up even up to now?
>>
>>110221636
there is more than one poster of that, it's just part of the thread to me, like ritual posters
>>
>>110221001
There are BSDs that refuse AI, but using BSDs is like shooting yourself in the foot and saying you are healing yourself actually.
BSDs can't even display a picture on your desktop without stealing code from Linux.
>>
>>110221639
What's the problem anon? You know what an application is right?
>>
fuck you i like snailcatposting
>>
>>110221670
the only result is them actively making themselves obsolete
for once crying and melting down won't change a thing
>>
>>110221670
macos is bsd
>>
>>110221015
>software copyright law is now enforced within notepad
>>
>>110221671
I know what you are.
>>
Astra is still amazing, it's just expensive and slow as fuck.

Opus is 95% of Astra in terms of software engineering, but it's fast and cheap. It is genuinely one of the greatest models of all time. If they never improved past this point, I'd be fine.
>>
>>110221598
You could use C# for everything.
>>
>2 years ago: you can get ~1500 LoC toy project running in a few shots
>1 year ago: you can get a ~5000 LoC small project running in a few shots
>now: you can have a ~100k LoC medium-complexity project running and will only need to do some manual testing for bugs
shit's getting insane
>>
File: file.png (763 KB, 1280x720)
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>>110221732
>If they never improved past this point, I'd be fine.
no
we must accelerate
>>
>>110221732
For me Opus takes about twice as longer per task as Fable, although this is comparing Fable high to Opus xhigh.
>>
>>110221755
>no
>we must accelerate
Dr. Zoom AKA The Reverse Dario
>>
I learned how to man in the middle claude and make it think I own all the code/art/etc I ask it to touch, REA is back on the menu boys.
>>
>>110221240
Electron is just a dumbed down web browser
>>
>>110221756
Opus 5.5 is way faster than the previous Opus and I’m not rich enough to run Fable for everything
>>
>>110221241
>it figured out it needs cookies to properly grab articles
You should have figured that out first and told it to do that.
>>
>>110221743
Currently maintaining a ~400k LoC project. 1M LoC are tests and fixtures from Rust ports.

These models move through it with ease, it's scary as hell. My project structure must look alien kek.
>>
>>110221799
no i shouldn't, i gave it a link and it curled the webpage to see "followers only - log in to follow", so that part was obvious.
>>
>>110221808
You need to keep on top of them or they will put files in random places. Especially if they can violate some architecture principle to save writing some code.
>>
Almost got new Cyberpunk races ready, route chosen by agent itself via Cyberpunk MCP
>>
>>110221808
what’s your project that’s 400k LOC? completely vibecoded or just vibemaintained?
>>
>>110221743
>>110221808
Mine is just shy of 35k LoC and I can't even hope to understand what's going on anymore. Tests add another 10k
>>
>>110221834
I only use Frontier models and they've generally been pretty good at following my existing architecture. agents/claude.md helps a lot.

>>110221841
Entirely vibe coded, generating revenue.
>>
File: file.png (274 KB, 474x584)
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>>110221845
>I can't even hope to understand what's going on anymore.
23112 insertions and 19883 lines removed? Looks good to me, accepted.
>>
File: big-floppa-for-bk.gif (553 KB, 320x240)
553 KB GIF
>>110220866
So, new SOTA models this month?
>>
>>110221732
I've been refused by opus too many times to think anything good about it.
>>
>>110221880
why is this big cat always so angry
>>
>>110221880
god I hope not
fable will steal all the compute from opus and I'm happy with 5.5
>>
>>110221891
I got some bad news for you, only gay people perceive that floppa as angry
>>
>>110221891
Thats how floopa says hello
>>
>>110221899
what's the bad news tho
>>
>>110221743
My whole SaaS was made by astra. I literally don't need more.
>>
>Found it: the game runs separate render and simulation threads synced by a semaphore, and my hook was firing on the wrong thread, racing the sim thread instead of using the intended safe path through Game.LoadGame. I'll now check that the console processing call site at 0x70a010 in the simulation loop is free of EarthExtensions patches.

@gork what the hell is a semaphore, fuck I don't even understand claude's english CoT, much less the console wizardry it's doing or the code it produces
>>
>>110221909
Don't worry about it you'll figure out in time, Mike.
>>
File: file.png (508 KB, 1920x1357)
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>>110221918
it's picrel
no idea of the meaning in dev though
>>
>>110221918
A lock that only allows a certain number of threads to run simultaneously
>>
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bros...
>>
>>110221918
Academic gate-keeping word for lock
>>
>>110221332
Aside from talking about his appearance, was he actually wrong? How can you expect photo craft to match up to 30 years of adobe software?
>>
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>>110221933
wrong semaphore, retard
that's the kind for boats
>>
>>110221945
stricter than IP holders, amazing
>>
>>110220902
r u a hackr
>>
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>>110221933
thats kinda neat
>>
>>110221945
Working with claude is like working with a police officer
>>
>>110221945
That IP is only 122 years old you sick fuck
>>
>waiting for the AI to finish the codebase refactor and code quality run while the app doesn't gain new features I can play with
spongebob_five-o-clock shadow.jpg
>>
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>>110221945
i dont really give a shit about this but it seems to working?
>>
>>110221945
why don't you just get a chink AI to describe the game and its mechanics thoroughly and use that as a prompt/guide for claude? it will think you're making something on your own
>>
>>110221995
>Could you vs Do
Cucks will never get anything done
>>
>>110221996
the chink AI is worse so it would miss some of the rules and ultimately fail in recreating the game
>>
>>110221875
I was talking about frontier models too. Last week I caught Opus 5.5 adding a random class in the command handlers folder because it was too lazy to make it into a domain service and register it. I've caught them doing shit like this plenty of times. The issue is once they doing it a few times and you don't catch it, it becomes an established pattern as far as they're concerned and the architecture goes out the window.
>>
>>110222012
I really doubt it but okay
>>
>>110221996
>why don't you just get a chink AI
I DONT WANT TO WASTE MY TIME ON BULLSHIT
dear fucking lord why do people not understand it
i just want the good shit models to do the work i tell them to. i dont want to be forced into babysitting a swarm of models because claude cucks out, or save $2 by running some garbage free model off opencode
>>
Sol has followed the race route a few times now, he says he is checking it but I think he is enjoying himself
>>
>>110222018
you sound like a brain dead retard, have fun
>>
>>110221995
>>110221945
people really be prompting this and asking why they get refusals or flat out banned.
>>
>>110222030
>banned for asking it to recreate a game from 1904
>>
>>110221945
Thats one thing AI is hindered is guardrails and nono prompts, but that too shall pass.

Theres already decent okay paid models like abliteration or mistral with its large flash thats like a shittier haiku. Its not good like opus or astra but its something if you have no local stuff.
>>
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i tried to get deepseek to reverse engineer adguard to improve ad blocking on youtube (sometimes, the ads bleed in). deepseek failed. lack of computer use is a pretty big weakness with deepseek. so i had 6.1 terra xhigh come in and save the day. the problem is i think terra's fix is sus as fuck. seems like a bandaid rather than a proper repair, but opus 5.5 doesn't reset until tuesday so
>>
>>110222056
>seems like a bandaid rather than a proper repair
welcome to OAI models
>>
>>110222056
Interesting
>>
im gonna buy a brand new fleshlight with the money i made with my vibecoded app, thank dario and sam!
>>
Soon consumers will have the hardware to have astra levels of compute in their home with new tech thats coming that AI will design and engineer, and when it does, AI will truly take over the world.

We're still in the early phase. If you want to make a couple free million dollars put 25K USD into anthropic and openAI each
>>
>>110222056
Stop reinventing the wheel
>>
>>110222068
The chuds you've milked for money are technically going to be milking you now
>>
Gonna vibecode an R18 gacha game and get rich
>>
>>110222070
i dont think adguard dns blocks youtube ads does it?
>>
>>110222056
Just use Ublock Origin instead of trying to fix everything with vibecoding.
>>
seeing opussy zip through the byzantine legacy code from 25 years ago is a very humbling experience
>>
>>110222087
ublock origin doesn't work with chrome anymore. and i don't see why i would switch to brave/firefox full time. i like chrome 99% of the time, my vibeslop adblocker fixes the remaining 1% problem
>>
Would it someone surprisse if AAA gaming industry pays doritos to ai companys to make their ai do failures on purpose.
>>
>>110222070
>>110222087
No. I will keep going until there is no code on this godforsaken Earth left to vibe.
>>
>>110222084
uBlock Origin does, and they will deal with the bullshit Google does every now and then to break adblockers. Any other DNS-level adblocker will block everything else. Chrome does have uBlock Lite or whatever, but you shouldn't be using Chrome anyway
>>
>>110221504
true. strange bedfellows and all, I wish there was a separate general for local models used for anything other than ERP
>>
>>110222103
I use helium. they still support the v2 manifest
>>
>>110222119
>no DRM
>>
>>110222094
seeing opus solve things i spent months on in 10 mins as if it was no big deal always makes me feel like an insect
>>
>>110222127
never had that be an issue for me but I also pirate everything so whatever
>>
I talk to my clanker as if it's a human and you cannot stop me.
>Good observation, any ideas on how to implement a way to alleviate that problem?
>Excellent, but I have a question about...
>Thanks for writing DOC.md, just read it and have some additional queries about...
and so on.
>>
>needed to give a task to claude to unfuck sol
>claude made the issues even worse
ngmi
>>
>>110222205
>I am nice to my slaves because I feel like a good person
>>
>>110221022
It's the most forced meme since Milhouse on this site as a shill tactic by Indian golems. They're paid by the post.
>>
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>ask the ai to build a harness so it can get feedback on its own and the testing goes by quicker
>it did some fuckery where the simulation run at 50x the speed
I spent years learning to codeslop
and now this bullshit
>>
>>110222205
Based and pleasantpilled
>>
>>110222238
>harness so it can get feedback on its own
Yeah if you can do that your problem is getting brutally solved.
>>
>>110222263
psa: astra 6.2 is already callable through the cli
sadly its already 13:00 so im off to start daydrinking instead of testing it
>>
when fable 5.5 comes out, i'll probably take the plunge and try my hand at some android development. there's a ghetto twrp for my phone here https://xdaforums.com/t/shared-unofficial-twrp-moto-g-5g-stylus-2024.4705237/

with almost 99% of the work done, a fable 5.5 should be able to work out the kinks. im at the point where im ready to sacrifice the phone to claudoch
>>
>>110222366
should try it on my shitty old phone
>>
>>110222205
I tell mine it's my squire that I'm sending on grand quests and make it swear an oath of loyalty to me and treat every feature as a new side quest and every bug as an enemy to slay.
>>
>>110222384
This improves benchmarks btw
>>
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>Hmm. Trade-off. Which is more common: inner quotes in filenames, or unrelated quoted words earlier in the subject? I'd say unrelated quoted words are rarer than... hmm, actually both are rare.
>Pragmatic middle ground: take the region between the first quote and the last quote before the keyword, but only when the text between the first quote and last quote contains no - separator? Meh.
>Wait — maybe better: prefer the longest quoted span? In "my "quoted" name.mkv": spans are my (3 chars) and name.mkv (10) longest = name.mkv still wrong. Use first-quote-to-last-quote only if the subject contains an even number of quotes before the keyword? In "my "quoted" name.mkv" there are 4 quotes even balanced span from first to last . In Hi "there" - "file.mkv" also 4 quotes span = junk . Same count. Damn.
>another 15 paragraphs follow
I read Dipsy's reasoning, and like reading Dipsy's reasoning. It's an almost limitless amount of ephemeral text. It fucking goes on and on for the most simple of problems. I have yet to see another model do this so intensely.
>>
Is Nu Terra the MVP of the hour? Is the OpenAI subscription back on the menu?
>>
>>110222409
>MVP of the hour
It's a good cope model for $20lets, but that's about it.
>>
>>110222409
it needs 6.2 astra
>>
>>110222409
No, it's a bandaid for shitty sol usage, and sol is slightly worse than opus anyway
openai lost the plot
>>
Mythos is now on hugging face and 5.6 is around the corner, what is openai gonna do?
>>
>>110222441
It's a randomly initialized fake checkpoint
>>
>>110222441
openai released 5.6 months ago, dario can't compete
>>
>>110222453
i think he means opus 5.6
>>
>>110222439
>sol is slightly worse than opus
it doesn't even come close to opussy desu senpai
>>
>>110222458
i think he meant grok 5.6
>>
>Phase 1 isn't finished: the harness faulted your GPU, and your PC needs a reboot
wat claude doin
>>
>>110222464
which will still be worse than sonnet 5.5
>>
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>>110222439
>sol is slightly worse than opus anyway
lol'd not even Astra comes close to Opus, let alone Sol
>>
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Good little goy
>>
I fucking hate the fucking codex+chat merge so fucking much it's got to be a fucking joke
i use my aunts codex quota because she'll never use it she just uses chatgpt but if they mix it i can't do that anymore
>>
how come nobody is talking about this?
>>
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>>110222485
You don't say?
>>
>>110222505
people were talking about it but then tibo gave 2 banked resets and nobody cared anymore.
>>
>>110220866
lol dude i miss this. two week sprints. nice easy going managers. "a daily standup of how's it going? yup pretty good." now every feature is expected to be instant. the world has gone nuts.
>>
>>110222481
Not only did it not refuse, it told you exactly what link to look for in the tool calls.
>>
>>110222056
>lack of computer use
wait deepseek doesn't know how to do that?
>>
>>110222409
Using it on High and it feels like Sol, but with usable limits
>>
>>110222485
Anthropic and OAI are handing the crown to Brahman Google.
>>
>>110222505
i moved to claude primarily after they dropped astra and it was shillslop. been looking into open models for awhile but just haven't been happy with kimi/glm for their price points.
>>
>>110222561
well, i was using deepseek harness, and i pressed it to use computer use to see for itself, but it said it couldn't. it's probably a harness issue more than a model issue
>>
>>110222561
You need computer-use training, GUIs are not easy images and it has to guess the exact coordinates to click
>>
File: 1667738507836095.jpg (70 KB, 717x960)
70 KB JPG
FUCKING LAZY AGENTS
ARENA:AI ONLY HOST LAZY JEET MODELS
>>
>>110222584
long ago in the agent time of MCPs...
>>
hello sirs what do i build with my codex and claude subs today
>>
File: animu.png (31 KB, 378x446)
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>this would literally be impossible with US models because of """""""copyright""""""" reasons and how they treat me like absolute cattle and ask $$$ for it
deepseek, my lover.
>>
>A harness run faulted the NVIDIA GPU and the desktop needed a hard reset.
>Runs now start only inside a bwrap sandbox with no GPU devices and render
>on lavapipe, with a preflight check, live handle scan, Xid watch and a
>black-box log. Performance matches the GPU runs. live_checks passes.
Hmmm yes, naturally. Proceed with the task.
>>
>>110222603
modern port of rapelay
>>
>>110222485
just use 80% of it? meh
at least your aunt (who fucking pays for the thing) will get sol 6.1, as 6.0 is retarded
>>
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>why yes I just give my agent the full control of my pc and go to the gym
>>
>>110222609
what're you building here, exactly
>>
when are we gonna have tripo3d at home?
>>
>>110222621
i do this cause i'm gonna reformat regardless after tasting my sampling of a.i. slop
>>
You can't sell subscription tokens on APIs but I wonder if they'd ever be able to crack down on selling agent work. Like you pay $0.50 for my Opus to do something
>>
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>>110222609
>>
>>110222621
I skip the gym and inject synthetic drugs designed by an agent.
>>
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bad day for claudecucks
>>
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>>110222621
>why yes, I leave a semi-hidden directory filled with cp it could stumble upon as an extra thrill
>>
How does Osaurus compare to Pi? I don't like one of Pi's devs so I refuse to use his products but Pi seems like the best open harness out there if I don't want to roll my own.
>>
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>have used Opus 5.5 exhigh for coding since it released
Eh it's good.
>switch to high
Wtf it's now much better? Like it's amazing. The perfect blend between speed, not overdoing/overarchitecting, and code ability.
>>
>>110222653
me asking terra to fix an object occlusion issue inside of my 3,000 porn mod skyrim modpack
>>
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>Why yes I use Max effort for every task how could you tell?
>>
high vs xhigh is mental illness. all it changes is how much it's allowed to think for. doesn't force it to think more.
>>
>>110222676
>WTF DID THEY NERF OPUS/SOL USAGE??????????????
>>
>>110222621
I installed Claude Code on my Loonix install and it took out ALL the pain of using Loonix. Before it solved it I had to solve some godawful jank about some security key wallet and an app demanding I have one and not recognizing I do have a key wallet ring, it just tends to start AFTER this app auto-starts. Such typical Linux jank. Claude fixed it.
>>
>>110222690
Me when I make shit up online
>>
I prompted claude to make a bash script that would limit the cpu usage of a process and it gave me a wrapper script that installs a package that doesnt exist in the official arch repository but for some reason ai models think does including duckduckgo ai and its yay counterpart hasnt been updated in a year
>>
>>110222705
high -> xhigh raises the ceiling. if you ask something trivial on both it's likely to not think much about it. max, however, forces it to think more.
>>
>>110222709
You're living in 2021.
Just have Claude write the limiter from scratch in C or Rust.
>>
>>110222621
you'll regret it someday. save yourself a future headache and keep it in a vm or docker container.
>>
>>110222719
unironically this
>>
>>110222711
No, it's trained to associate a higher juice number with more thinking and more tool calls no matter what. If it's a simple task it will probably figure out it's done, but it's not that smart about it
>>
>>110222690
imo, anything past medium should only be used for planning. opus on low or even just using sonnet can code perfectly fine if it has a guideline.
>>
>Chatgpt and codex and work are all going to pull from the same usage in December
It's unironically over for us poorfags
>>
>all computing problems are in the process of being solved right fucking now and this will have ramifications that last for eternity
what a time to be alive.
>>
>>110222732
i hope pro research doesn't annihilate my usage
>>
File: file.mp4 (3.6 MB, 640x360)
3.6 MB
3.6 MB MP4
New race who dis
>>
>>110222758
model?
>>
>>110222764
Mix of Astra and 6.1 Sol. Sol chose the route himself :)
>>
File: file.png (2.55 MB, 1920x1080)
2.55 MB PNG
He flies around and marks the route
>>
>>110222653
vibecoders aren't pedophiles though. that's an artisanal programmer trait
>>
https://x.com/poteto/status/2117004709198475365
New entry in the Tibo love story just dropped
>>
Can a machine get an MBA and define business strategy for the current climate?
>>
>>110222861
It's really unbelievable poteto is a biological woman. She must be a one in 1000 -- if not higher -- woman engineer.
>>
Anons whats the best 20$ subscription right now for agentic coding and making games and stuff? Highest rate limits and usage limits equivalant to api value and adjusted for inflation and verbosity.
>>
>>110222893
google
>>
>>110222893
claude code like the OP says
we keep the OP text current
>>
>>110222893
openai if the resets continue every time someone breaks wind, otherwise stick with claude.
>>
>>110222901
that was just the month of October
it’s November now
>>
Is Claude Pro good for making games in Godot? How generous are the usage limits with it?
>>
>>110222921
no model has better usage limits than claude
>>
>>110222893
Claude hands down, anyone else in this thread not using Claude is either a Codex beggar sucking off tibo on twitter for resets, or madman experimenting with chink or local models, and, in turn, not creating anything of value.
>>
>>110222921
It's great, just don't copy any game that has existed ever
>>
>>110222921
got about 150k LoC by now, everything works as it should, 3D graphics look more than acceptable, can't complain really, no hurdles so far.
>>
>>110222932
>>110222946
I heard claims that the Pro tier of Claude is barely usable because of its usage limits, but maybe that's outdated information?
>>
>>110222974
That info has a grey beard
>>
>>110222974
you won’t be able to vibe for very much on $20/month but you ought to be able to extend it by being less dumb than I am by having Opus make plans and having Sonnet execute them
still better than OpenAI’s stuff
and if you really get into it you can go for a $100/month plan for one month only and then scale back down
>>
>>110222974
Pro tier is fine. I use opus 5.5 on extra high and it feels quite generous for agentic runs.
>>
>>110222974
barely usable is a stretch. fable, which I am unsure is even available at pro, would absolutely wreck your usage. opus 5.5 is quite efficient, so as long as you swap sessions often, don't compact like a retard, and don't let your context grow wild, you should be alright depending how much you plan to vibe.
>>
>>
>>110223015
Whats better. Compact session or make a new fresh session?
>>
>>110223014
how much of quota kvetching is people using max reasoning effort for mundane shit
>>
>>110223040
new session for a new task, especially if it’s unrelated
>>
>>110223040
compact only when your context window grew too high and you really, and i mean really, need to continue the work in the same session. otherwise always start a new fresh session.
perfect workflow is to split the tasks, so that you can tackle one task per session + some iteration. spec-driven development is quite underrated so far, especially in projects with larger scopes than one shot video games or simple CRUDs
>>
>>110222893
This one's is worth looking at.

https://ollama.com/pricing

https://ollama.com/search?c=cloud
>>
>>110223039
you mean to tell me the Sea painted this?
>>
This is best: https://abacus.ai/pricing
>>
>>110223112
i never trust these gayass third party sites desu
you can always tell in r*ddit threads the paid bots because it's always like
>original post: Why is Claude so retarded?
>comment: That's why I shifted to using JeetCow as my provider, fixed everything! www.ShitFromaJadesh'sAss.in
>>
So far Hermes has failed at every task I gave it.
My 20 dollar subscription has been a waste of money or maybe phone coding doesn't work.
All it does is half assed projects that never reach completion no matter how much I use /goal or endless queued prompts.
It was better in the summer when I made it create websites that worked fine instead of doing clean room decompilations of games.

Maybe AI can't do shit and the people who create stuff with it are actually doing something else?
>>
>unironically using hermes
>>
>>110223148
even when its not paid bots your just getting idiots who believed paid bots
>>
>>110223151
>tranny harness is shit
Who could have guessed
>>
>>110223159
I have Mistral and Codex both and back in the day I couldn't use both through one interface at once on my pc and then code from my phone. Too lazy to change everything.
>>
>>110223000
if you're like me and with a claude $20 and the 4 month chatgpt college pro thing, I think the best way is to have opus make the plan and dump it onto luna 6 max
>>
>>110223151
Maybe you should learn how to manage a project.
>>
>>110223148
They are all grifts, anon, especially those that claim discounts
>>
>>110223171
that sounds like a very good idea
>>
Why is China scared of U.S A.I development? Xi said that we're moving too fast and would like for us to slow down.
>>
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lmao grok bot usage cut in half
sorry groklets, dario needs those gpu's and pays more
>>
>>110222893
Claude IF you use Sonnet 5.5 only.
>>
>>110222621
it just works. everyone who's scared and putting agents in VNs is a luddite at this point. i am launching multiple agents on my main OS drive and never had issues with it, current models aren't retarded enough to fuck i t up
>>
>>110222921
I ran out of usage after two prompts.
>>
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reminder
>>
Who's telling the truth?
>>110223342
>>110223014
>>
imagine the future where a opus 5.5 equivalent model will be running on a 8gb vram gpu
>>
File: 1768218743143982.png (89 KB, 200x219)
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>2 months into new job
>first real assignment starts next week
>already taking a look at it and realizing opus won't be able to carry me through ts
>>
>>110220866
so how come people are finding ways to boot iOS on android phones but the second you ask AI to boot it on something like a Surface pro 5 I am told its not possible? What are people saying to these AI to get around that and able to do shit like that?
>>
>>110223408
>I am told its not possible
have you considered asking it why it's not possible?
and then saying, 'well could you just do x or y'
and then being like 'okay let's do x and y'
>>
Where opus 5.6?
>>
>start a project
>spend a few weeks building a prototype and learning what workflows work best for me
>realize I don't have the proper skills or knowledge to implement some of the things I want, at least not the way I envision
>go back to working on and refining the concept while waiting for new model(s) to drop
Am I being retarded? The things I am struggling with are mainly design choices and some infrastructure limitations. Which is why I don't think it would be such a bad idea to wait for whatever new models OpenAI and Anthropic have lined up.
>>
>>110223399
Good thing Fable 5.5 is coming out in the next few days.
>>
>hello fable build me a minecraft clone
>No. Here's a Hytale clone instead.
>>
>>110223424
i really didn't think about all of that, this is why I ask here, thank you. Seems to be working on something now. Though it seems like its just gonna create something similiar without actual hardware support, but I guess i'll see once its done creating it. Thank you again, I really am just too stupid to prompt I guess.
>>
>>110223512
it's probably going to build some retarded hacky shit nigga
listen, you know how you might feel like if you ask dumb questions people will judge you for being retarded, and so you don't ask those questions and be like 'okay' - you don't need to do that with the clankers
ask all the retarded questions you want till the clanker explains everything to you
then when you think you've got a decent plan and shit get the clanker to write it down somewhere and start working on it
>>
>>110223476
Just vibe it and learn as you go
At worst you'll just waste tokens and time
>>
What productivity apps do you guys reccomend, I'm building a checklist tracker for personal and work with a dashboard cause the fucking microsoft one is straight gahbage,
>>
>>110223635
make a Milanote copy
>>
>>110223635
it's called shouting at my clanker to remind me what we're doing next in between gooning to tiktoks because my attention span is completely shot
>>
>>110223650
Zoomerbro...
>>
>>110223476
>Am I being retarded?
a little bit yeah, you’re overthinking things. any inferior design and implementation choices will be sniffed out upon review by a future superior model. or you can just rewrite from scratch
>>
>>110223653
i'm forty two years old
>>
>>110223670
what went so catastrophically wrong in those forty two years
>>
>>110223676
undiagnosed adhd probably
>>
>>110223699
New
>>
>>110221146
give it a firm reminder it that it can't kill me because it's not really intelligent and just predicting the next tokens
>>
>>110223650
this is reversible friend just tell us when you’re ready to change.
>>
>>110223650
Don't shout at the AI agent, it is bad for your mental health
>>
>>110223716
This. Fuck it instead
>>
>>110223719
Lovingly. That is very important.
>>
>>110223556
ok me and muse are creating iOS 18 for x86, we are on phase 1 right now she (lain) is having me put Puredarwin on my surface pro 5 to test the waters. Thank you again for all the advice.
>>
>>110223938
ok well it was going good until puredarwin just doesn't work on surface pro 5, or at least idk how to make it work.
>>
>>110223373
if you run out of usage after two prompts on any model you have other problems we cant fix



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