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File: 1747171178275039.png (2.57 MB, 1400x933)
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A general for vibe coding, coding agents, AI IDEs, browser builders, MCP, and shipping prototypes with LLMs.

►What is vibe coding?
https://x.com/karpathy/status/1886192184808149383
https://simonwillison.net/2025/Mar/19/vibe-coding/
https://simonwillison.net/2025/Mar/11/using-llms-for-code/

►Prompting / context / skills
https://docs.cline.bot/customization/cline-rules
https://docs.replit.com/tutorials/agent-skills
https://docs.github.com/en/copilot/tutorials/spark/prompt-tips

►Editors / terminal agents / coding agents
https://cursor.com/docs
https://docs.windsurf.com/getstarted/overview
https://code.claude.com/docs/en/overview
https://aider.chat/docs/
https://docs.cline.bot/home
https://docs.roocode.com/
https://geminicli.com/docs/
https://docs.github.com/en/copilot/how-tos/use-copilot-agents/coding-agent

►Browser builders / hosted vibe tools
https://bolt.new/
https://support.bolt.new/
https://docs.lovable.dev/introduction/welcome
https://replit.com/
https://firebase.google.com/docs/studio
https://docs.github.com/en/copilot/tutorials/spark
https://v0.app/docs/faqs

►Open / local / self-hosted
https://github.com/OpenHands/OpenHands
https://github.com/QwenLM/qwen-code
https://github.com/QwenLM/Qwen3-Coder

►MCP / infra / deployment
https://modelcontextprotocol.io/docs/getting-started/intro
https://modelcontextprotocol.io/examples
https://vercel.com/docs

►Benchmarks / rankings
https://aider.chat/docs/leaderboards/
https://www.swebench.com/
https://swe-bench-live.github.io/
https://livecodebench.github.io/
https://livecodebench.github.io/gso.html
https://www.tbench.ai/leaderboard/terminal-bench/2.0
https://openrouter.ai/rankings
https://openrouter.ai/collections/programming

►Previous thread
>>>>108351521
>>
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;)
>>
>>108377219
how does one become able to evaluate the outcome holistically enough to deem it ready for production?
>>
>>108377253
ask ai to review it, and no I'm not being sarcastic
>>
>>108377219
is claude code the best when it comes to coding? and is there anyway to access a free opus 4.6?
>>
>>108377219
>focus on syntax
>typing code
That's like 1% of the total effort when working a ticket, nice bait I'm angry now
>>
>>108377219
thanks for having an actual OP with resources and shit
>>
>>108377296
>wagegoy thinks his opinion on programming matters
>>
>>108377296
you lost
>>
>>108377281
Yes to both
>>
>>108377320
for the second yes, where?
>>
Vibe coding is the new gambling addiction.
>>
>>108377440
sauce?
>>
>>108377377
lmarena, proxies too
>>
>>108377462
What do you need sauce for? You're repeatedly pressing the slot machines, hoping for a jackpot.
>>
>>108377486
isnt that the same for ever single action we ever take?
>>
>>108377486
It's not any different than when I was making things before this. Just faster. You come up with something. Test it. Fix the bugs. Iterate. Endlessly.
>>
>>108377486
Gamblers come up with ways to influence the result. Now I'm into gambling too.
>>
>>108377499
Yes but before you had to now you don't
>>
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computer use mcp is cool until you forget it's on the model decides to just start looking at your screen
>>
>>108377792
Before I had to manually do a bunch of shit that the machine does for me. That's what computers should be right? Automating the bitch work so I can jack off and shitpost all day long while still getting paid.
>>
>>108377797
qrd
>>
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>>108377816
>>
>>108377828
thats super cool, what are you using? is it local? api?
>>
>>108377858
5.4 is the only model that is somewhat reliable for this so it's through codex.
yes it has absolutely no security features yet
lel
>>
>>108377872
doesnt that burn a fuck ton of tokens?
>>
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>>108377887
it can, but it's not as bad as you'd think. most captures try to happen at 1400x900 (iirc) either through downsampling or window resizing.
also i believe the token use issue will mostly be solved in 6-12 months
https://si.inc/posts/fdm1/
>>
>>108377219
The premise of OP pic rel is wrong. A good human cover doesn't need to think about syntax or any other aspect of how to do something. They focus completely on the design.
>>
>>108377920
no
>>
>>108377909
>trying to process video using llms
what the fuck am i reading
>>
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>>108378008
>claude, drive me home, i'm drunk
>>
>>108378008
retard, computer vision has been around for eons
>>
>>108378045
you probably could use llms to do video processing, but you'd wrap it in a harness that uses at a minimum stuff like yolo and things like pyscenedetect

>>108378081
yes using a vastly different architecture
>>
>>108377909
>white paper
>no download
>no github
lol
>>
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>>108378091
>blessed by roon
so probably getting acquired for 10bn in a couple of weeks
>>
>>108378109
that's not fair, we need the tech, can you do something about it?
>>
>>108377828
>>108377909
240 frames per 200k tokens
that's awful, I can't waste that many, I need it to vibecode software
>>
>>108377281
claude opus has a massive context window (one MEELION tokens) and there’s a graph out there showing it gets WAY less dumb after a million tokens compared to other models
on the other hand, ChatGPT xhigh was able to fix a problem that Claude Code couldn’t
on the other OTHER hand, Claude Code is getting retarded this weekend because Pete Hegseth is their best salesman and they’ve got an influx of new customers…plus Dario said that their limits are 2x during off-peak hours
the fucker wrote a plan to do things and look at the code afterward and shasum the output files and regenerate to make sure that the code changes didn’t change anything…and it just up and forgot to do the shasum part of the check
>>
>>108377253
do >>108377256
use a different model, too
what are your tests like?
>>
>>108378354
what are tests?
>>
>>108378386
ways to make sure your code didn’t fuck up
like, if you’re writing a temperature converter, you want to make sure that, at the very least, it says that 32°F is 0°C, −40°F is −40°C, and 212°F is 100°C
the above is something you’d call a “unit test” and your programming language likely already has a pretty good test framework for running tests
other times, you’ll have to get creative
I’m writing a program to generate files
if I’m having my LLM change my code, then I’m going to tell it to make sure that the generate files should not change after it changes the code
so it will shasum the files before and after and if they don’t match, it fucked up somehow
>>
So is GLM-5 currently the best open model or is it just benchmaxxed? Is the coding plan good?
>>
>>108377237
holy shit :O this guy is a genious. free claude for life if it works out.
>>
>>108377440
>Vibe coding is the new gambling addiction.
dude it really is. its not even something you can GET GOOD at. its like you're always project managing a fucking idiot. the idiot gets a little smarter every 6 months and sometimes they're so fucking autistic it does near what you want. but its never perfect or clean. but it is always autistic and fast.
>>
>>108378493
it gives less tokens than gpt what are you taking bro
>>
>>108377486
remember when the cope was "i-it's a stocastic parrot"? now it's "well it's achtually gambling or something"
>>
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>>108378127
20% of my context window was used for this masterpiece. highlights include:
drew the face in a single action
spent 10% of context trying to use the text tool
eventually gave up, generated a picture of the text via command line (i don't even know how), and pasted it into the paint window and repositioned it

10/10 tokens well spent
>>
I'm kinda anti-AI but now I figured out a valid use case: security analysis of a code base
>>
>>108378668
For some people, it is gambling.
For me, it isn’t. Maybe I’m not ambitious enough.
>>
>>108378737
the people who think it's akin to a slot machine are the midwits who have never written a good spec in their lives and use generic ambiguous prompts
>>
>>108377219
Best way to use an unlimited copilot enterprise sub?
I'm using the vscode copilot extension and it works best when I use the preview Claude agent mode, but it's buggy as shit as it's still in preview
Pls don't say opencode it's shit
>>
>>108378949
Opencode. It's not shit.
>>
>>108378949
you know your company is monitoring it right? they know if you start using it to make side projects or goon and you will go to jail and become a prostitute
>>
>>108378949
opencode
>>
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https://store.steampowered.com//eula/524220_eula_0

> (d) to rent, lease, sub-license, loan, exploit for profit or gain, copy, modify, adapt, merge, translate, use, reproduce, distribute, broadcast, publicly perform, store in a retrieval system or otherwise deal in the Software Product or any part thereof in any way, except as expressly permitted by this EULA and/or to the extent expressly permitted under applicable law,;
>
> (e) to reverse engineer, derive source code, modify, decompile, disassemble, or create derivative works based on the whole or any part of the Software Product, in whole or in part, except as the applicable law expressly permits. Where applicable law expressly permits any such acts, any lawful modifications, adaptations and improvements and all copyrights therein shall be deemed assigned to and shall belong to, vest in and be the exclusive property of Square Enix and/or its licensors on creation to the maximum extent permitted by law and you hereby waive all or any moral rights in such creations;

guess I’m not publishing my program that extracts the .wsp files from NieR:Automata and decodes them from Ogg Vorbis to WAV and figures out the following:

# Fortress of Lies: 64 BPM, 4/4 time (bar = 180,000 samples = 3.75s at 48kHz)
#
# Parameter | Value | Time | Notes
# ------------|-----------|----------|------------------------------------------
# Loop start | 2,160,000 | 45.000s | Bar 13 (verified by ear)
# Loop end | 9,360,000 | 195.000s | Bar 53 (repeat point)
# Tail end | 9,540,000 | 198.750s | Bar 54 end; overlaps the next cycle
# Intro | 12 bars | 45.000s | Plays once
# Loop body | 40 bars | 150.000s | Repeating section (2:30)
#
# The WEM cue marker `1-T64/4/4-L` at sample 1,080,000 (22.5s) is a section
# marker, NOT the loop-back point. The actual loop start is at 2x that
# position (2,160,000), determined by ear.


on a public GitHub repo of mine
>>
Is it true you are getting banned using your claude code subscription in openclaw?
>>
>>108379107
literally just a "We can sue you if you make cheats" clause. Nobody can stop static analysis of distributed binaries, it's a fantasy made up by corpos
>>
>>108379107
just put it on codeberg or smth
>>
>>108379025
I am using it for work
>>108379028
>>108379023
fuck off freetards
>>
>>108378949
just use opencode
>>
>>108379170
they can’t stop it but their lawyers can send Github a nastygram telling them to lock my account or whatever
and I don’t need that drama in my life
at any rate I just posted the key insight that took actual work if another anon wants to pick up the torch and distribute a program that does the exact same thing
>codeberg
scroll down to the bottom of https://codeberg.org/explore/repos and don’t be colorblind
at any rate I learned quite a bit about how NieR:Automata does its audio and how the tracks are overlaid on top of each other, 9/10 would code again
>>
>>108379228
Yeah, I get it. If you're feeling paranoid just go to glitflic.ru - They don't respond to any western complaints
>>
>>108379210
use opencode okay



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