OpenEvolve: Open-Source AlphaEvolve Turns LLMs into Autonomous Algorithm Discoverers

tom_doerr · x · 2026-08-13

OpenEvolve is an open-source evolutionary coding agent, described as the most advanced open-source implementation of AlphaEvolve. It transforms LLMs into autonomous code optimizers capable of discovering breakthrough algorithms without human guidance.

The project has demonstrated 2-3x speedups on real hardware, achieving state-of-the-art performance. It has already garnered 6.9k stars on GitHub.

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