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File: 1765672559334557.png (3.6 MB, 1448x1086)
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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://x.ai/cli — no 5h limit for only $30/month

## 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
>>110111460
>>
so what was OpenAI thinking with the 28 day thing?? Did they really have no plan?
>>
>Luddites

The Luddites never raged against the machine, they were experienced machine operators and the professional industrialists of their time. They knew how to install, maintain, repair and improve the machines.

The ones who actually raged against the machine came centuries before the Luddites, and it was governments and monarchs that fought against technological advancement (fearing unemployment and the resulting societial instability and revolts).
>>
Day 15/
Excited to announce you can now get notifications from your dot on your Switch.
>>
>>110116253
trump backed company things
>>
>>110116253
you didn't like today's update of linking to a video?
>>
>>110116295
There's no way he's counting that...right?
>>
dip supply running low. worried.
>>
>>110116243
BASED
>>
wait so why is it astra + deepseek instead of opus + deepseek? wouldn't the latter be better
>>
>>110116381
Cause most people here are waiting for their OAI sub to run out before moving to opus.
>>
>>110116253
The Opus 5.5 release really freed up compute resources.
>>
>>110116381
idk man, I wouldn't touch that ds with a 1 trillion ft pole lmao

I like k3, btw.
>>
>people talking about how MIDI isn’t a text format
you can write a program to turn things into text-based things that LLMs can operate on more legibly (both for you and for it)
consider
http://www.catb.org/~esr/sng/
or AFDKO that turns OpenType feature files into the binary thing that’s actually in fonts: https://x.com/usgraphics/status/1985624805593530854
>>
>>110116420
what's wrong with ds?
>>
>>110116438
:^) good luck getting good music out of an llm
>>
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I'm >>110115962
Gave my clanker (deepseek 4.1 flash) the sunvox's javascript lib and told him to make a simple punk beat, and it "learned" everything and created a sunvox file, that works.

Gonna create now an intermediary text file specification and a tool to convert sunvox to file and file to sunvox.
>>
>>110116445
They're linked to the chinese version of the nsa.
>>
>>110116457
Ministry of State Security, right?
>>
>>110116468
idk man. They named it "deep". It's a middle finger.
>>
>>110116455
sunvox! I have that on my phone, I keep forgetting to play with it.
>>
File: film_720p.mp4 (1.31 MB, 1280x720)
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got bored and asked my agent to make me a little short film. cute
>>
>>110116521
cute

>>110116455
post audio
>>
>>110116381
isnt it just better to use luna now as a whole? idk what the appeal of ds is nowadays besides speed + cheap
>>
>>110116526
it even gave the block a name, "Pip". considering it was just a test run for a motion skill, i thought for sure it'd be some random number.
>>
speaking of DeepSeek
the logo is of an orca, not a whale, right?
it’s always looked more like an orca to me
>>
>>110116526
Just a basic punk progression with basic synths. You already know how it sounds just by looking the screenshot.

I'm >>110115962 (You) (Cross-thread)
Gave my clanker (deepseek 4.1 flash) the sunvox's javascript lib and told him to make a simple punk beat, and it "learned" everything and created a sunvox file, that works.

https://vocaroo.com/19GOiupv7p0w
>>
>>110116558
This is a bit of a problem. Is this a killer whale?
>>
>>110116530
deepseek was perceptibly better than luna in every single way before the 1017 update. now, deepseek is a terra max tier model for pennies. surely you can understand why that's better than luna right
>>
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Aaaa so annoying. I knew I should have made it auto-accept. Done it now, so next time it's mine
>>
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>>110116558
orca
>>
Another day on subscription fagging general...
>>
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>>110111511
g3vm now does the thing much better in v0.3.0 and includes department of energy field data
>>
>>110116567
groovy
>>
>>110116558
>we
>>
yep, i think deepsneed on opencode go is quantslopped compared on the api
>>
>>110116571
why dont i hear more people using it
>>
>>110116596
people talk about it all of the time in this thread. even more on chinese twitter, where people are benchmarking it
>>
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This is the kind of jeetslop they're pushing in enterprise.
>>
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Been using ChatGPT Plus for some programming and game modding but my usage is absolutely raped these past weeks and I'm just sitting here waiting for the reset, should I try Claude Pro?
>>
>>110116586
$20 to have a team of senior tier engineers make you shit is unbeatable. the only reason to use a local model for vibe coding is if you're doing illegal shit
>>
>>110116627
claude mogs and i don't even use claude very much
>>
>>110116627
100%. opus 5.5 is the goat. no compromises. and fable 5.5 is coming soon
>>
>>110116627
Claude Opus 5.5 is currently the best frontier model you can use by all metrics.
>>
>>110116634
>>110116640
>>110116654
guess im getting a claude plan after my free 4 months of plus ends
>>
>>110116654
I still prefer fable for big brain takes. Opus is like a laser, fable is more like a floodlight
>>
>>110116627
I didn't realize how bad I had it until I got claude.
>>
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China please distill Opus 5.5.
>>
>>110116676
deepseek distilled astra, and it shows. such a good model
>>
>>110116663
I used to do that, but I've been getting by just fine with using high effort 5.5 for planning, and low or medium effort for coding. i've never needed to past high effort yet.
>>
>>110116663
>Opus is like a laser, fable is more like a floodlight
Definitely the best way I've heard it put. Opus is REALLY fucking good at coding and not a lot else, it falls extremely short in creative tasks especially, I think they optimized it a bit too much to keep it cheap. Fable is just so huge that it can do everything really well.
>>
>>110116683
can you niggers do a proper review of the new deepseek model? thank you
>>
>>110116627
definitely
having multiple clankers and switching freely is the winning play anyway
>>
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https://www.youtube.com/watch?v=m-B3jIMMmUE
>>
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>claude doesn't let me pay with paypal
at least I got a free month of ChatGPT when I went to cancel
>>
>>110116703
well, my definition of a "proper review" is this

https://desuarchive.org/g/thread/110075141/#110075178
https://desuarchive.org/g/thread/110022540/#110027073
https://desuarchive.org/g/thread/110016721/#110018838

it'll be a while until the proper benchmarkers like frontiercode update their benchmarks
>>
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>Got mad that Opus Medium didn't test the first bugfix it made.
>Told it that it is going to get demoted and a supervisor Opus High will be it's new boss.

I get why middle management are necessary to tard wrangle lazy workers.
>>
>>110116722
I use opus 5.5 xhigh plenty and I use workflows all the time and frequently the reviewer passes will find stuff that needs polishing up before they sign off on it
having a second subagent compare the written code to what the written code was supposed to do is also a winning play because it has more context for checking that isnt’ being taken up with “how do I do the thing”
tl;dr peer tardwrangling can be helpful too
>>
>>110116713
I got the app on my phone and paid through google that accepts paypal
>>
guess i gotta get claude if i wanna put the games i want into other games... thought i could get by with just gpt plus.
>>
>>110116622
>slop
>slop^2
>>
>>110116755
>GPT plus
You'd get 3 messages in before your 5h quota is totally drained.
>>
>>110116758
If you ever wonder why software became so shit in the past 2 decades this is a prime example why.
>>
>>110116762
yeah its not good... claude 100 here i come
>>
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>astra can't compete with opus 5.5
>fable 5.5 is soon
>openai's response is terra 6.1???
i understand the 28 day thing was a marketing stunt to try and distract from opus 5.5 with resets but did nobody think through how it would look 13 days in with literally nothing to show for it
>>
6.1 terra is going to complete with deepseek 1017 in terms of capability, yet, it's still going to perceptibly use your usage, rendering it utterly useless.
>>
>>110116784
opanai is actually so far behind its not funny.
the training breakthrough two weeks ago is *nthropics and theirs alone btw (+ US Government) and Sam is lost in how to begin to compete. they cant. sama is finished.
>>
I don't want to live in a world where Anthropic wins.
>>
why did i even get the deepseek harness
>>
>>110116784
I'm honestly about to take the clodpill and just forget the remaining 13 days plus the week or so on my plan after that. Especially after today.
>>
>>110116831
Because deepsneed is cute.
>>
>>110116823
goolge
>>
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>>110116802
i don't think openai is "finished" or anything but i don't know what the fuck they're trying to do. astra was a worse but cheaper fable 5.1 so it was a great release, but then opus is out and it completely sweeps every other model on the market in price to performance ratio. and the response was another sol (a worse model than sonnet 5.5), dots, and apparently a new terra after they made a whole stink about retiring the model tier.
i'm incredibly frustrated because competition in the industry drives innovation and better products. if openai continues to stagnate, anthropic basically has no reason to throw goyim like me another bone. it's concerning.
>>
>>110116622
It misses stuff so not really what's going in enterprise at all.
>>
>>110116895
https://claude.dev/blog/solving-code-review-at-anthropic/
tl;dr lots of automated review happens before a human actually looks at stuff
>>
>>110116875
spoiler: this week Fable 5.5 gets released (its ~13.5% better than Opus btw).
Users in need of the capability will immediately see the value in it's capability vs token cost.

openai -- no joke -- only has terra 6.1 lined up ready to go. they have Bel, too. But Bel barely lapped Opus 5.5. At Fable costs. and by lapped I mean tradeoff blow for blow in tasks. They've been holding off cause they know Fable is instant launch following their provocation, and curb stomps it.

*nthropic found the key to what most being modest would say is +5% every 23 days (remember this number) with no work needed. Stakes being what they may, big boss gov is honoring IP in discovery to *Thropic.

openAI is legitimately completely and entirely fucked. Winner has been chosen.
>>
>>110116823
Is if OpenAI winning would be any better.
>>
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Tibo please
>>
Anthropic = NVIDIA
OpenAI = AMD
>>
>>110116925
sol 6.1 is better than opus for anything that isn't visual thoughverbait
>>
>>110116957
https://opensi.lol/
You can submit your reset to Tibo here.
>>
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>>110116957
Go on without me...
>>
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TIBROS WE'RE GOING HOME
>>
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My usage tier decreases from 20x to 10x at the end of Oct.
>>
>>110116925
Oh come on, these things change every few months. 3 months ago you would’ve been dooming or gloating that OAI was so much better than ANT.
Also most of this stuff is baseless claims and rumors. Nobody knows how good Bel is or why they’re delaying



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