🪿Goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
⭐ Hugely popular: 53k stars, gaining about 317 a week
View on GitHub ↗repo profile
momentum
durability
bus factor = how many people it takes to cover more than half the commits (6 months). 1 is a solo project; higher means the work is spread across a team. top-author share is the single busiest author's slice of those commits.
since we covered it
why it's a big deal
- Any LLM support - Works with any LLM provider or model, letting teams choose for performance, cost, or privacy.
- Desktop and CLI modes - Available as a desktop app and as a CLI tool, fitting into various developer workflows.
- Flexible integration - Seamlessly integrates with MCP servers and CI/CD pipelines for scalable execution.
under the hood
- Modular architecture - Core agent engine with plugins for code execution, testing frameworks, API interactions, and more.
- Lead/worker model pattern - Use a powerful model for planning and complex reasoning, then switch to a faster or cheaper model for execution automatically.
- Any LLM integration - Abstracted interfaces allow swapping between providers and models without code changes.
our take from PR#10, 2025-06-11
star history
- PR#10 14k 2025-06-11
- now 53k + 39k since first covered
curve is sampled from GitHub's star history, plus our own daily readings since we covered it; the dashed stretch is before we first covered it, the solid line since. figures at coverage are the numbers we printed then (approx.), current count is live.
understory
Quietly building: more output than attention, for now.
- output, commits & releases
- clout, star velocity
output = commits & releases; clout = star velocity, both 0 to 100 monthly indices; the gap where output runs above clout is the understory. The understory →
covered in
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On-machine AI agent for end-to-end development automation
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replaces
alternatives to GitHub Copilot →- GitHub Copilot
Microsoft
closed source - Cursor
Anysphere
closed source - Windsurf
Codeium
closed source
comments
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