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We at GitButler just shipped what I want to say is a killer, version control integrated, Claude Code UI. I did love CC in the terminal, but launching an agent scoped to a branch is really amazing. Check it out. Also, unrelated, I love Screen Studio, it's dope.

21,838 views • 10 months ago •via X (Twitter)

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Bash is all you need! Which is why I'm introducing my holiday project: just-bash just-bash is a pretty complete implementation of bash in TypeScript designed to be used as a bash tool by AI agents. Because it turns out agents love exploring data via shell scripts, even beyond coding. It comes with grep, sed, awk and the 99th percentile features that an agent like Claude Code or Cursor would use. In fact, Claude Code can use it for secure bash execution. In the package - A bash-tool for AI SDK - A binary for use by yourself or your coding agents - An overlay filesystem to feed files to your agent securely - A Vercel Sandbox compatible API, so you can quickly upgrade to a real VM if you need to run binaries - An example AI agent that explores the just-bash code base using just-bash - I imported the Oils shell bash compatibility suite and just-bash passes a very good chunk What is interesting about this codebase: It was essentially entirely written by Opus 4.5. Coding agents love bash and they are good at reproducing it. They are also great at text-book recursive descent parsers and AST tweet-walk interpreters. That said, it is, like, a lot of code and I didn't read it all 😅. This is very much a hack, but it also seems to be _really_ useful. I haven't really found anything agents want to use that it doesn't support and it's fast and secure (caveats apply). It doesn't have write access to your computer and the filesystem is given a root that the agent cannot escape from. Find it at Related: Our recent blog post how we migrated our data analysis agent to bash tools and achieved incredible quality improvements The video shows the example agent investigating the just-bash code base

Malte Ubl

124,713 views • 7 months ago

🦔 everyone, there’s something that I wanted to say. I think there’s something that came up… but everyone, the world is still spinning. also, I am proud of myself. I’m always working hard on being hyunsuk who doesn’t embarrasses teumes. that’s why, I just wanted to say that I am very thankful to teumes. I don’t know clearly of what has happened but… to be honest, I was like, “huh? what?”. everyone, don’t take too much effort on something that is not a big deal at all. just ignore them & the world still spins even if you don’t look at them. so, I just- I don’t really want to mention this in the first place (the issue) but I am just thankful to teumes, this is what I wanted to say. but really, I’m just proud of myself & I don’t really mind about what other people said. I just really don’t mind about them since I know about what kind of person they are. also, I heard about this from an acquaintance, not me, so I just went, “oh it’s like that?” & just let it by. but, the world is still spinning. the cars is also passing by. the river is flowing. the birds are flying around. people are walking around. the world is spinning around. our teumes, let’s not put into much effort into something that is not a big deal at all. I love you teumes, for real, I’m thankful & love you all. I will for real do well to teumes. also, I’m not the kind of person who have a (weak) mental, so don’t worry about it okay? I don’t even know about this matter since I know it from an acquaintance. so, don’t worry about me!

ain

96,451 views • 1 year ago