BREAKING
Stanford Releases Shepherd Runtime
Git-Like Traces for Agent Runs
1
Record events
↓
2
Fork state
↓
3
Revert step
↓
4
Replay run
0
x
vs Docker fork
0
%
KV-cache reuse
0
%
wall-clock cut
CooperBench 28.8% to 54.7%
Baseline
28.8
Meta-agent
54.7
Shepherd vs Docker/OpenHands
Docker/OpenHands
●
Limited interception
●
No forking
●
No reverting
Shepherd
New
●
Intercept execution
●
Fork agent + env
●
Revert to past state
Alpha Stage, Path to Watch
AI NEWS BLITZ
Stanford has released Shepherd, an open-source runtime that rewinds AI agent runs.