How AI Agent Memory Works: Architectures, Patterns, and Trade-offs

AI agent memory is what lets an agent remember across turns, sessions, and tasks. Here is how it actually works — the memory types, the write-and-recall loop, and the design trade-offs teams keep getting wrong.

06/07/2026 · Research · 9 min read