Python scraping with a browser-exact fingerprint.
THE PUBLIC WORK
Tools to build with.
The software behind the lab's research: tools for agents, documents, code search and the web. Each one keeps its source on GitHub and its documentation here.
6 TOOLSGitHub ↗
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Indexed grep and glob for coding agents.
A read-only analyst for questions about your data.
Parse documents into rows, using a model if unsure.
Repository index and session memory for coding agents.
A Chromium browser your agent joins, already signed in.
FIRST PRINCIPLESHow we work ↗
What makes a tool worth publishing
Publishing a tool is a promise that it works for someone other than us. We make that promise only when three things hold. The tool solves a problem we hit in our own work, so it has been used for real. It does one job that fits in a sentence, so the promise is clear. And it ships with source, documentation and a stated stage of development, including what it does not do, so anyone can test the promise instead of taking our word for it.