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I built something I believe is useful for agentic coding today. I’ve been too worried it’s not the best it can be, but my wife encouraged me to fail fast if I was worried about failure, so here we are. Introducing Kontinuo by Pull Base, the continuity layer for...

33,826 次观看 • 4 天前 •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 次观看 • 6 个月前

【📢Space: อันโดรเมด้า ชุน dunknatachai 】 #จุงดัง #JoongDunk #จุงอาเชน #dunknatachai 🐶we still get to see each other through social media all the time but i just want everyone not to worry. i want everyone to believe — believe in yourselves and also believe in us *JoongDunk — that one day there will definitely be a day that belongs to us : JoongDunk has a chance to have a fanco concert 🐶 actually i believe there will be, but maybe not right now. i think it will happen and if they can arrange the schedule, if they can manage things then… i’ll say this: schedule life schedule is the most important thing for us right now 🐶if there is a schedule where we can rehearse for a concert—really—i don’t want anyone to rush. i want everyone… i mean i understand, you want it to happen. but in the end, as for me as Joong—when i do a show, i’m very serious. i don’t want… i don’t like doing shows that are like… honestly, i don’t really—it’s not that i can’t do it, but i don’t like just singing a song and then moving on. you get it? you get it? i feel that if we do a show, it must have this and that, movements, moments, stories that connect together. if it’s going to be a real fancon, then rehearsals are very important 🐶so i just want us to have the time to rehearse until we are truly ready. that way, i would want to perform more. because. do you believe it? even though you guys are excited—my fans, you’re excited, right? about when there will be a fancon, wanting to see the shows and all that. do you believe it? me, as an actor, my only duty is to keep developing myself today, to be ready for the day it comes 🐶because suddenly, let’s say suddenly, two months from now, there could be a fancon. and i wouldn’t even know. “oh, it’s here already? how many days do i have to rehearse? 14 days? 7 days? 5 days? can i handle it? i must handle it. in the end, i must handle it.” but in the end, i want it to turn out the best, and the best for me, the best for us 🐶but i’ve already thought out the show! wait and see i’ve been waiting for years. i’ve thought about it all—the songs, the show, everything. but for now, it’s just a structure in my head, imagining how it could be. i’ve pictured it. i could already make 3–4 fancons from what’s in my head …. there are many themes—like which theme, this one, that one. right now i have about 3 themes. and if it still doesn’t happen yet, i’ll think up 3–4–5 more themes. it has to happen already! i keep thinking. and when the time really comes, when the higher-ups ask what i want, i’ll already have the vision. i’ll be able to show them: “this is what i thought. what do you think?” .. it’s very simple. it’s just that—i believe it’s not about being the fastest, it’s about the most suitable time. let’s wait for that moment

🇻🇳Jaidee’s aunt Bamnie🐣

11,734 次观看 • 10 个月前