AgeMem
Type: note · Status: current · Tags: related-systems, trace-derived
AgeMem is tracked here as source-only related-system coverage, not as an agent-memory-system-review. The KB coverage comes from the AgeMem ingest and the analysis note memory management policy is learnable but oracle-dependent. There is no local repo-backed review for this system.
Trace-derived placement
AgeMem learns a memory-management policy from task trajectories. The policy operates over fixed long-term and short-term memory actions: Add, Update, Delete, Retrieve, Summary, and Filter. Its promotion target is model weights, while stored facts remain in a memory store. This makes it a clean trajectory-to-weights case for the trace-derived survey, but lower-confidence as implementation evidence because the concrete runtime and storage implementation have not been inspected locally.
Review boundary
Do not create kb/agent-memory-systems/reviews/agemem.md unless a reachable repository is found and inspected. The review type in ../types/agent-memory-system-review.instructions.md requires code access; this note exists to keep the system visible without pretending the KB has repo-grounded coverage.
Relevant Notes:
- memory management policy is learnable but oracle-dependent — primary analysis note: interprets AgeMem as learnable policy under a task-completion oracle
- trace-derived learning techniques in related systems — cross-system placement: uses AgeMem as a lower-confidence source-ingested trajectory-to-weights case
- AgeMem ingest — source coverage: paper snapshot analysis and limitations