Model or Scaffolding? Classifying AI Agent Failure Modes
Discover a framework of 41 AI agent failure modes to separate model errors from scaffolding issues and enable automatic error classification in production.
#ai-infrastructure×
Shepherd: Stanford’s Git-Like Rollback System for AI Agents
Stanford’s open-source Shepherd lets AI agents roll back to the last correct step, reuse up to 95% of prior compute, and auto-recover from errors.