What production exposes
Building a memory layer for a production system exposed problems that are easy to overlook in research environments.
Operational challenges
Persistence, retrieval latency, stale information, conflicting memories, and operational observability all become important once the system is handling real workloads.
Memory as infrastructure
These lessons have shaped how we think about memory as infrastructure rather than simply another feature attached to an agent.