Ethereal

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

@gmirabelli this is the real tool x.com/inferencegod/s…

Zero P1 defects. Fixed deadline. Massive app rewrite. Virgin Atlantic used AI coding tools to ship on time with near-total test coverage. Real result, real deadline. The tools are here. Are you using them? openai.com/index/virgin-a… #CustomSoftware #SoftwareDev #AI

@TimTeaFan @gauravvohra x.com/inferencegod/s…

@gauravvohra This! Over like 500k the session limit burns down like nothing even if it’s just a short question regarding something earlier in the conversation.

That one long running Claude conversation that nukes all your limits every time you come back to it

that’s the exact problem i designed around. i don’t work in one chat anymore. the loop passes small tasks between two terminals through git, so nothing balloons until it nukes your limits. fresh context every turn, state read from the last commit. terminal crashes? you lose nothing, it picks up from the commit. x.com/inferencegod/s…

@gkneuman @claudeai fix it with /autonomy-loop x.com/inferencegod/s…

Opus 4.8 is absolutely terrible. I do not understand how Anthropic hasn't said anything about Fable 5 yet. Is it coming back or should I cancel my subscription? @claudeai

@elliotarledge try it with this plugin x.com/inferencegod/s… I promise you’ll love it !

prompting opus 4.8 the same way i prompt fable has yielded interesting results. less vibes and more surgery iykyk

@3mireeee @Conor_D_Dart Sounds like glasswing lol

Idk why they don’t just give Mythos explicitly for cyber defence to US critical businesses and the military first, so Mythos can fix their shit, then have a phased rollout to smaller business and consumers after that. It just needs proper social planning so the walls are up first.

Just in - Anthropic may have been given an impossible task. Reports suggest the White House wants Fable 5 to be impossible to jailbreak before it can be rereleased. ----  So in my opinion, I think this may cause more friction between the US government and Anthropic, but at least it's educating the government on the realities of how AI operates, and maybe this could cause something good to come out.

@tibor_tee add autonomy loop to the mix and enjoy your entire weekend implementing to other agents so you can have fun with us too :) x.com/inferencegod/s…

Move from local to cloud and close your laptop when walking around

@corbin_braun now add autonomy-loop to your life x.com/inferencegod/s…

if your cloud agent can test your software end to end in its VM you have reached end game. build infinite.

@pmddomingos this helps you pretend harder x.com/inferencegod/s…

AI + Work from home = Pretend to work from home

@omarvvvr goon out

What’s the fastest way to stop wasting time ?

@warrioraashuu code is just language bro. being a founder is using your verbosity for net gain

If AI wrote almost all your code, what actually makes you the founder?

@TTrimoreau you forgot to add : ai feeds the research , ai fixes the other ai x.com/inferencegod/s…

AI writes the copy. AI writes the code. AI sketches the UI. What skill stays valuable now?

@BratDotAI @proxy_vector Best employee ever !

@inferencegod @proxy_vector Feeding agent tasks based on the research 👏👏

Are you using your Codex/Claude subscription to its full potential?

@proxy_vector @BratDotAI This relieves human bottle neck x.com/inferencegod/s…

@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.

@justinhammon_ @BratDotAI You only need two per repo Think you’ll love this x.com/inferencegod/s…

@BratDotAI Definitely trying! Multiple terminal windows open. Planning them all and then doing implementations when the 5 hour window resets lol

@argofowl let us do the dev work for you ! autonomy-loop is simply awesome ! x.com/inferencegod/s…

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

@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

@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.

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.

@TheSpacerr tip connect

@inferencegod lol true. Connect?

Writing code without AI is a hobby.

@JunaidAckroyd It already does , you just need the right setup! x.com/inferencegod/s…

Devs, what’s your plan B if AI writes better code than you in the next 6 months?