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Darwin Gödel Machine
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Coding & Dev Checked Sep 4, 2026

Darwin Gödel Machine

Study an agent that proposes, tests, and keeps code changes that improve its own coding workflow.

Best for: AI researchers and advanced developers exploring agent evolution, coding benchmarks, and self-improvement.

Visit Darwin Gödel Machine

What you can do with it

  • Study self-improving agent design
  • Reproduce coding-agent experiments
  • Inspect automated patch and tool improvements
  • Compare agent variants on coding benchmarks
  • Learn how open-ended search is applied to agents

Good to know

  • Official research project
  • Public code and paper
  • Concrete coding benchmark evaluation
  • Shows how agents can evolve tools

Limitations

  • Not a polished consumer app
  • Requires technical setup and compute
  • Benchmark gains do not guarantee real-world safety

Other official links

View the code Read the paper
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