OpenAlpha_Evolve is an open-source framework inspired by DeepMind’s AlphaEvolve that uses Large Language Models to autonomously write, test, and evolve algorithmic solutions. The system employs evolutionary computation techniques—mutation, crossover, and selection—to iteratively refine code generated via LiteLLM. Users define algorithmic quests with objective functions, and the framework handles the autonomous cycle of code generation, execution, evaluation, and improvement.