Community-curated · Evidence-first

Intelligence that
keeps becoming.

A high-signal map of agents that learn from feedback, preserve improvements, and evolve from individual systems into open-ended ecosystems.

Explore the map Read the taxonomy

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Persistent agent evolution

Iteration 01 Act Agent acts in the current environment

Agent

Repository pulse

Refreshing daily

Curated resources — frameworks + research

Evolution targets — mapped mechanisms

GitHub stars — community reach

Contributors — public collaborators

Open pull requests — changes in review

Open issues — work in the open

Research landscape

What can an agent evolve?

Each resource is mapped by the persistent artifact it changes. One work may advance several targets.

Mapping the current repository…

Editorial log

Full changelog ↗

Shared trajectory

Community curation becomes structured evidence, then a living survey and a reproducible conference tutorial.

Agentic evolution is too broad for a closed bibliography.