Why Agent Memory Needs a Control Plane
Agent systems need a memory control plane because retrieval safety and historical truth require enforceable policy and clear lineage, not mutable notes.
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Agent systems need a memory control plane because retrieval safety and historical truth require enforceable policy and clear lineage, not mutable notes.
An agent memory run kept 8 useful facts out of 50 after 30 ticks. The rest expired without manual pruning.
Leaked secrets become durable agent context. That is why a credential incident can outlive rotation.