Shepherd Framework: Separating Intent from Execution for Agent Rollbacks
shi_weiyan · x · 2026-07-30
The author explains the mechanism behind their framework's agent rollback: before an agent runs an action (e.g., a tool call), a meta-agent first logs what it's about to do, separating intent from execution. This gap leaves room for the meta-agent to step in and revert the operation.
Related event: Stanford Open-Sources Shepherd Framework for Agent Rollbacks(3 posts)→
More from coding & agent
- gNMIBuddy MCP Server: Enables LLMs to Retrieve Structured Network Data via gNMI — modelcontextprotocol · 2026-07-30
- ShippingRates MCP Server: Ocean Container Shipping Intelligence for AI Agents via Apify — modelcontextprotocol · 2026-07-30
- YC-Backed Speko Launches as an OpenRouter for Voice Models — ycombinator · 2026-07-30
- Creating Map Animations with Codex and Remotion: An AI-Assisted Workflow — Vjeux · 2026-07-30
- Official MCP Server @thumbapi/mcp-server: Generate Thumbnails in Claude Code, Cursor, VS Code — dota2dinall · 2026-07-30
- llamppl: Integrating Large Language Models into Probabilistic Programming — xuanalogue · 2026-07-30