Shepherd is an open-source Python substrate that records AI agent runs as Git-like traces, enabling meta-agents to fork, replay and revert any agent state. It achieves 5x faster forking than Docker with over 95% prompt-cache reuse on replay. https://www.marktechpost.com/2026/08/08/meet-shepherd-an-open-source-python-substrate-that-lets-meta-agents-fork-replay-and-revert-any-agent-run/ #AIagent #AI #GenAI #AgenticAI
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