01:53
2026-08-21
dev.to
artificial-intelligence
I Ran 157 Agent Plans Against a Real LLM. The Problem Wasn't Execution. It Was Planning.
A developer built PlannerCritic, a system that treats an AI agent's plan like a pull request, using one LLM to draft and another to review before execution. Field tests with 157 agent plans revealed t…