Agent runtime infrastructure Durable Execution Harness Engineering KV Cache Persistent Storage

Shepherd

Agent-native rollback beyond Git rewind

Shepherd is a software tool for agent-native rollback of long-running coding-agent tasks, restoring broader execution state than a Git rewind, including files, installed packages, development servers, processes, and registered database inverse steps.

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newsPRIMARY2026-07-05

Shepherd supports agent-run rollback beyond git rewind

A Stanford-linked Shepherd thread described rollback for long agent runs that restores files, packages, dev servers, and process state beyond git-style rewinds. Replies flagged KV-cache warmth and registered database inverse steps as cost and recovery boundaries.