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shepherd-agents/shepherd

A runtime substrate that turns an agent's execution into a reversible, Git-like trace, so meta-agents can observe, fork, replay, and revert any run. Couples agent and environments in a copy-on-write fork ~5x faster than docker commit, with ~95% KV-cache reuse on replay. Framework built for meta-agents to supervise, optimize, and train other agents

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Written in Python, licensed under MIT.

It gained 514 stars in the past week, about 73 a day. It has been tracked on GitGem.org since July 5, 2026.

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Stars

1.4k

Forks

97

Open Issues

7

Language

Python

License

MIT

Last Commit

4d ago

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