AI Agent Memory and State Management

AI Agent Memory and State Management — Best Practices (as of 07 Jul 2026)

Framework-agnostic patterns for managing memory and state in AI agents: taxonomy, storage tradeoffs, compression, isolation, security, and evaluation — accurate as of July 2026.