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  1. Building WikiVisage: Active Learning for Wikimedia Commons

    Wikimedia Commons has over 100 million freely licensed media files. A lot of these are photographs of people, politicians, artists, scientists, and athletes, but most of them lack structured metadata saying who is actually in the picture. That metadata is called Structured Data on Commons (SDC), and the specific property is P180 (depicts). Without it, finding “all photos of Douglas Adams” means someone has to manually tag every single one. There are millions of images that need this. I wanted…

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  2. My 'Oh My Opencode' Setup

    I’ve been bouncing between AI tooling lately: editor copilots, chat UIs, CLIs, agents, you name it. The thing I kept wanting was a repeatable setup that lives in a repo-friendly config file, works well on macOS, and still lets me use GitHub Copilot models. This post is my current “oh-my-opencode” setup: Ghostty as the terminal, opencode as the driver, and GitHub Copilot (via MCP) as the model backend. If you’re the kind of person who likes “dotfiles, but for agents”, this is for you.

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