AI agent memory

Autonomous AI agents degrade over long-horizon tasks through accumulated context pollution, not single failures. What agent drift is, why it happens, and how to architect against it.

AI agent memory management mirrors database design. Agent state needs persistence, retries, and checkpointing — the same problems backend systems solved.