Ethereal

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Ethereal

Ethereal

@inferencegod

rain man. top 352 on @aster_DEX connoisseur. trading autist.

Tham gia Aralık 2021
588 Đang theo dõi1.7K Người theo dõi
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Ethereal
Ethereal@inferencegod·
Two AIs. One repo. Nobody driving. Two Claude Code terminals (builder + adversarial reviewer) ship gated code on their own and invent the next feature when the backlog's empty. I left for the pool. It shipped 5 features, then built a 6th itself. Free Claude Code plugin, MIT 👇
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corbin
corbin@corbin_braun·
if your cloud agent can test your software end to end in its VM you have reached end game. build infinite.
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Pedro Domingos
Pedro Domingos@pmddomingos·
AI + Work from home = Pretend to work from home
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Omar
Omar@omarvvvr·
What’s the fastest way to stop wasting time ?
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Ethereal
Ethereal@inferencegod·
@warrioraashuu code is just language bro. being a founder is using your verbosity for net gain
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aashuu ✦
aashuu ✦@warrioraashuu·
If AI wrote almost all your code, what actually makes you the founder?
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Thomas Trimoreau
Thomas Trimoreau@TTrimoreau·
AI writes the copy. AI writes the code. AI sketches the UI. What skill stays valuable now?
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Jana
Jana@BratDotAI·
Are you using your Codex/Claude subscription to its full potential?
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Rohan
Rohan@proxy_vector·
@BratDotAI Full potential is usually blocked by workflow design, not model quality. Most people still use these tools as faster autocomplete instead of handing them real context, constraints, and a review loop.
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Justin Hammon
Justin Hammon@justinhammon_·
@BratDotAI Definitely trying! Multiple terminal windows open. Planning them all and then doing implementations when the 5 hour window resets lol
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🥔🥔🥔
🥔🥔🥔@argofowl·
i'm extremely demotivated to do any kind of dev work right now i worry that if fable 5 doesn't come back soon, we won't have anything close for several months this is very upsetting
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Ethereal
Ethereal@inferencegod·
@Layton_Gott I hope deep research remains relevant in frontier models to push this enevelop forward I was getting too tired of seeing goals finished in 1 hr ,but needle didn’t feel like it moved at all besides a backend feature
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Layton Gott
Layton Gott@Layton_Gott·
@inferencegod Well the whole goal is to build a loop for it that way it knows how to direct itself. Which you're doing very well from the looks of it.
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Layton Gott
Layton Gott@Layton_Gott·
Musk says AI hits "Stockfish level coding" by the end of 2026. He's half right. Stockfish is better at chess than every human alive. Yet chess is more popular than it's ever been. The engine didn't kill the game, it changed what being good at it means. That's where coding is going. Writing code by hand really might be close to obsolete soon. But directing AI? That'll stay around for a while. Less typing, more directing. I already work this way and so should you.
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Irakli 🚀
Irakli 🚀@TheSpacerr·
Writing code without AI is a hobby.
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Junaid Ackroyd
Junaid Ackroyd@JunaidAckroyd·
Devs, what’s your plan B if AI writes better code than you in the next 6 months?
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Ethereal
Ethereal@inferencegod·
100%. a single adversarial agent is never enough, and it can be fooled. so in autonomy-loop it's the top layer, not the only one. under it, deterministic gates that don't care what a model thinks: → the bite: revert the fix, rerun the test. it has to actually go red → diff-scoped mutation: mutate the changed lines, the tests must kill each mutant → coverage ratchet + patch coverage: new code can't ride through untested → a git fence that fires for any agent or human the agent can miss a weak test. reverting the fix and watching it stay green can't. x.com/inferencegod/s…
Ethereal@inferencegod

i don't feed my agent tasks anymore. when the backlog runs dry, it researches and invents the next feature itself, then builds it. and it polices its own work before i ever see it. autonomy-loop v0.5.1: → self-feeding: empty backlog? it proposes the next feature and keeps going, no prompt from me → the bite: it reverts its own fix and reruns the test. stays green? it caught nothing, rejected → self-mutation: it mutates its own changed lines so weak tests get caught before handoff → circuit breaker: it parks to me instead of looping forever → branch protection: it can never touch prod or edit away its own gates → upgrading is one command: /autonomy-upgrade → red-teamed, 77 tests green two terminals. a builder, and a reviewer that trusts nothing. one repo. nobody driving. free, mit, 151 people already running it. /plugin marketplace add github.com/inferencegod/a… /plugin install autonomy-loop@autonomy-loop

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Ben Dickson
Ben Dickson@bendee983·
Prove me wrong. I think the "unit tests is all you need" mentality is wrong. Here's why: Unit tests verify what the LLM-generated code should do, not what it shouldn't. The AI might hallucinate a bunch of nonsense code and functions that have nothing to do with the intent and goals of the application. The code will work perfectly fine but will also be sub-optimal. When it is a bottleneck function (something that runs thousands of times per second), you want it to be fully optimized. Every line of code matters. This is why I think whether AI writes the code or not, you should be able to review and uderstand it, at least the bottlenecks that can cause massive performance issues. Happy to be proven wrong, or share your experience if you've been able to address this.
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Ethereal
Ethereal@inferencegod·
i don't feed my agent tasks anymore. when the backlog runs dry, it researches and invents the next feature itself, then builds it. and it polices its own work before i ever see it. autonomy-loop v0.5.1: → self-feeding: empty backlog? it proposes the next feature and keeps going, no prompt from me → the bite: it reverts its own fix and reruns the test. stays green? it caught nothing, rejected → self-mutation: it mutates its own changed lines so weak tests get caught before handoff → circuit breaker: it parks to me instead of looping forever → branch protection: it can never touch prod or edit away its own gates → upgrading is one command: /autonomy-upgrade → red-teamed, 77 tests green two terminals. a builder, and a reviewer that trusts nothing. one repo. nobody driving. free, mit, 151 people already running it. /plugin marketplace add github.com/inferencegod/a… /plugin install autonomy-loop@autonomy-loop
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Julie
Julie@syswarren·
i asked cursor to fix some CSS. it added more CSS. i asked it to explain it to me because i was confused. cursor is also confused and unsure why it works. // DO NOT TOUCH THIS EVER AGAIN
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