A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
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Updated
Mar 30, 2026
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
Automate code improvement by detecting issues, fixing bugs, and simplifying code on separate branches before merging to main.
Automate Claude Code optimization using constraints, metrics, and autonomous iterations to drive continuous improvement in research workflows.
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