A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
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Updated
May 28, 2026
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
Track public autoresearch use cases across industries with a curated list of repos, write-ups, and discussions
Automate crypto trading strategies with AI agents using evolution, high-fidelity backtesting, and live execution on DEX and CEX platforms.
Automate Claude Code optimization using constraints, metrics, and autonomous iterations to drive continuous improvement in research workflows.
Organize genealogy research with structured AI prompts, vault templates, and workflows for source-backed family history work
Automate code improvement by detecting issues, fixing bugs, and simplifying code on separate branches before merging to main.
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