← AI AgentsLesson 4 of 10

Systems · 12 min

Memory that does not leak

Memory is data with a retention policy. Session scratch, user preferences, and incident notes are three stores — not one vector bucket.

Never put secrets in embeddings “because the model might need them later.” Later is how leaks happen.

Expire memory on purpose. An agent that remembers a retracted document is a liability.