alvinreal/awesome-autoresearch
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
This is a curated index of tools and systems that enable autonomous improvement loops and research agents. It helps developers find existing solutions that can automatically analyze problems, propose fixes, and evaluate their own performance. Developers can input a measurable goal or problem, and these systems provide optimized code, configurations, or solutions by iteratively improving themselves.
1,177 stars. Actively maintained with 41 commits in the last 30 days.
Use this if you are a developer looking for tools to automate the optimization of code, system prompts, API performance, or any measurable metric in your software development workflow.
Not ideal if you are a non-developer seeking an off-the-shelf application to solve a specific domain problem directly, as this is a resource for building such applications.
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1,177
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95
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Last pushed
Apr 04, 2026
Commits (30d)
41
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