alvinunreal/awesome-autoresearch
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
This is a curated collection of tools and systems designed for automated self-improvement in various domains. It provides a structured list of frameworks that can take an initial task or problem and, through autonomous experimentation and evaluation, deliver an optimized solution or improved performance. Developers, researchers, and engineers who work with AI agents or systems that can be iteratively improved will find this resource valuable.
876 stars. Actively maintained with 41 commits in the last 30 days.
Use this if you are a developer looking for existing implementations and conceptual models for building or understanding AI systems capable of autonomous self-improvement and research.
Not ideal if you are looking for an off-the-shelf application to solve a specific business problem without needing to implement or adapt AI systems.
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876
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Last pushed
Mar 27, 2026
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41
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