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galapagos

six blocks · compatible tasks ·
better solutions emerge.

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© 2026 Galapagos. Licensed under Apache-2.0.

Build your own scaffold.

News

What's new in Galapagos

Releases, papers, and notes from the open evolutionary-search community. Each announcement links out to the full story on the blog.

Featured
Release
Jun 24, 2026•4 min read

Galapagos is here

An open platform for LLM-driven evolutionary search is now public. Nine bundled scaffolds share six composable component roles and one small API.

Read the post
Latest
Paper
Jun 27, 2026•5 min read

Introducing Evolution Fine-Tuning

Our new paper closes the loop between search and training: the discoveries an evolutionary scaffold makes at test time become the data that fine-tunes the model driving the next round of search.

Read the post

Follow the evolution

New methods, releases, and reviewed discoveries land here first. Star the repo to follow along, or read the docs to start building.

Star on GitHubRead the docs