State Management in Agent Loops

By C.W. Jameson · Published 20 September 2025 · Last reviewed 20 October 2025

Agent state management is where most frameworks fall short. Here are the patterns that handle real-world failure conditions.

How to manage state across long agentic workflows: checkpointing, recovery, partial failure, and idempotency.