Memory architecture

Plan persistent AI memory before agents go live

Use this checklist to decide what should become durable memory, what should remain session-scoped, and how recall should be evaluated before production.

Remember

Define what the agent stores: user preferences, support history, research notes, tool traces, or domain knowledge.

Recall

Pick retrieval behavior for semantic search, graph completion, session-first memory, temporal lookups, or scoped node sets.

Improve

Capture feedback signals and promotion rules so successful memories become easier to reuse without bloating prompts.