Agent

How AI Agents Plan: From Task Decomposition and Dynamic Replanning to Search and State Machines

An Agent's plan is more than a to-do list. I explore how Plan-and-Execute, feedback and replanning, multi-path search, SOPs, and state machines work, along with their engineering trade-offs, execution state, idempotency, permissions, and evaluation.