Galapagos is here

Today we're opening up Galapagos: an open platform for turning large language models into evolutionary search engines. Instead of treating an LLM as a one-shot oracle, Galapagos puts the model inside a loop that proposes, evaluates, and improves candidate solutions over many iterations.

The bundled methods — from best-of-N sampling to OpenEvolve-style program evolution and agent-driven search — are expressed through the same six component roles and loaded through one small from_card(...) API. This is the short version; the full story is on the blog.