Ai

I’ve never submitted a pull request to an open source project before. It’s one of those things that always felt like it was for other people — people who know the codebase, who understand the contributing guidelines, who won’t embarrass themselves with a bad PR. I’ve wanted to contribute for years. I just never did. Yesterday I forked a repo, added three tools, and opened a PR in about 30 minutes. Most of that time was setting up Claude to interact with GitHub so we can do this more easily next time. ...

I wanted a way to invoke Claude from Discord. Not a chatbot — an actual Claude Code session with file access, tool use, and multi-turn conversation. React to a message with 👾, get a working agent in a thread. It took about three days to build. Most of that time wasn’t spent on the AI part. The Problem I run five OpenClaw bots in Discord. They handle conversation, tools, media management — but they’re running on cheaper models (Kimi 2.5, local Ollama). They do solid work for the cost, but they’re not Claude. ...

I’ve been meaning to write about this stuff for a while. I run a small fleet of AI agents. Five of them right now — named Bob, Bill, Riker, Bluebells, and Mario. They live in containers on a server in my house, connected to Discord, and they do things: research, media management, code review, general conversation. Some of them have personas, all of them have tools, and none of them are plug-and-play. Getting agents to actually work reliably takes real infrastructure. ...