Memory

"Give it more context" is the default answer to every memory problem in an agentic system, and it is not a memory architecture. Cost grows with length, relevance decays, and nothing survives the session. Separating the four stores that get collapsed into the word memory - working context, the ledger, derived state, and retrieval - and what each one is actually for.