shepherd
shepherd is 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-.... It is ranked #1110 on the Dev Radar, in AI dev tools, first seen 1 h ago and shared in 1 post (156 views).
GitHub - 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 · GitHub Skip to content Navigation Menu Sign in Appearance settings Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session.…
What people said about shepherd on X
AI Agent 跑完任务后，最麻烦的往往不是结果，而是过程没法回头看。 Shepherd 想做的，就是给 Agent 的执行过程加一层类似 Git 的“版本控制”。 每次运行都会留下完整的执行轨迹，代码和环境改动先以提案形式保存，确认后再应用，不满意也可以直接丢弃。 更有意思的是，Agent 运行可以被观察、分叉、重放和回滚，方便重新尝试不同方案。 底层通过 Copy-on-Write 管理 Agent 和环境，官方测试中分叉速度约是 docker commit 的 5 倍，重放时 KV Cache 复用率约 95%。 目前项目还处于早期 Alpha，比较适合研究 Agent 监督、训练和工作流控制。 🔗…
— @bkdgiffug, 1 h ago · 0 likes · see the post
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shepherd in numbers
- Rank on the Dev Radar: #1110 of 2623
- Shared in 1 post by 1 account: @bkdgiffug
- 156 views on those posts
- First seen 1 h ago, last shared 1 h ago
- Pricing seen by Jev: open source
- Market: AI dev tools
FAQ
What is 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-... It was first shared on X 1 h ago and is ranked #1110 on the Dev Radar.
Is shepherd free?
It is open source.
Who shared shepherd?
1 account on X, including @bkdgiffug, in 1 post totalling 156 views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 22.6k posts from 5k X accounts over the last 21 days, 2.6k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-23 16:31 UTC. Full method.