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Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution
Self-improving coding agents that iteratively rewrite their own source code have demonstrated impressive performance on coding tasks. However, existing solutions generally derive self-modification from a single failure trajectory at a time, overlooking rich comparative signals available in the agent