awesome-autoresearch and autoresearch-guide
About awesome-autoresearch
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.
About autoresearch-guide
Rkcr7/autoresearch-guide
The complete guide to Karpathy's autoresearch pattern — 3,000+ lines teaching AI agents to autonomously optimize anything measurable. Give it a file, a metric, and this guide. Walk away. Come back to something better.
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