sandGorgon
Joined 17 years ago
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12,056
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4,398
Member since
Mar 17
email - http://scr.im/cheerleader
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Comment · 10 days ago
this is quite similar to amazon-science Cyber-Zero ?
https://github.com/amazon-science/Cyber-Zero
the paper is quite interesting - https://arxiv.org/html/2508.00910v2
Comment · 2 months ago
have you tried Windows + WSL2 ? i have been on fedora for 20 years.
WSL2 is one of the best linux experience you can have.
Comment · 4 months ago
touch.
RL needs to model real usecases. Some of our customers build mobile-use.
Comment · 4 months ago
have you tried running android browsers ? we run RL workloads using android browsers. We are having to maintain a fork of https://github.com/budtmo/docker-android/ and android chrome on top. We would rather use browser-use if it had that support.
P.S. we do maintain our fork of a browser for rubric computation...but that is not relevant for this. The infrastructure is what we are looking for.
Comment · 6 months ago
actually this is not the reason - the harness is significantly better.
There is no comparable harness to Claude Code with skills, etc.
Opencode was getting there, but it seems the founders lost interest. Pi could be it, but its very focused on OpenClaw. Even Codex cli doesnt have all of it.
which harness works well with Deepseek v4 ?
Comment · 8 months ago
this is actually a very valid technique. We do the same (as an rl environments provider).
Except we bundle it with a custom browser renderer which actually generates rewards based on dom diff...and not screenshot based.
the browser renderer is opensource https://github.com/wootzapp/wootz-browser
Comment · 8 months ago
Yeah...so in India, the GLP patent owners went to court. however, it was deemed as patent expired in March 2026.
In anycase, India generally doesnt honor product patents for pharma. Right now, Indian pharma cos are court empowered to churn out GLP-1.
Everyone knows that we are gonna have 10$ GLP-1 before 2027 coming out of India.
Comment · 8 months ago
kubedock is its own command set. it doesnt work with compose.yml . This project specifically starts with a compose file.
NOTE: kubedock has some automatic compatibility with compose, this is not their goal - https://github.com/joyrex2001/kubedock/blob/e4c8540f63d65e33...
If you are not on the compose ecosystem, this is isnt useful to you.
Just fyi - the hottest thing in the world right now is OpenClaw. This is OpenClaw docker compose yml - https://github.com/openclaw/openclaw/blob/main/docker-compos...
even if you dont do docker compose....everyone else does it anyway.
Comment · 8 months ago
docker != docker compose.
docker compose is just as heavy. there's not a significant difference between k3s and docker compose.
Comment · 8 months ago
this is done. Please feel free to try that.
Also, btw - kappal is architected AI first. Meaning: 1. we have a beautiful skill that can be used by Claude 2. The help command generates output that is useful for claude 3. we have a "kappal inspect" command that generates live output of the stack that can be used by Claude.
hope you have a great time using it. Please file bugs!
Comment · 8 months ago
this is OpenClaw's docker compose yml - https://github.com/openclaw/openclaw/blob/main/docker-compos... . Arguably the hottest thing in the world right now. Mac Minis are out of stock because of this.
At no point, have I invented a new/better method. Perhaps your way is better.
I just recognise that Docker Compose is loved by most open source developers. And invariably any project you touch will have a docker compose setup by default. And it isnt going away, no matter hard anyone tries to kill. Some things are just too well designed. Docker Compose is one of those things.
I'm just making it possible to run those on kubernetes seamlessly.
Comment · 8 months ago
this is OpenClaw's docker compose yml - https://github.com/openclaw/openclaw/blob/main/docker-compos...
I'm not arguing for the relative superiority of jsonnet vs yaml vs anything else. I just recognise that Docker Compose is loved by most open source developers. And invariably any project you touch will have a docker compose setup by default.
I'm just making it possible to run those on kubernetes seamlessly.
Comment · 8 months ago
hey thanks so much !
just curious - i actually didnt focus on healthcheck because i wasnt sure if anyone was using it. are you using it for local dev ?