How To Detect Memory Drift In Production Agents

Memory drift occurs when an AI agent's stored information becomes outdated or misaligned with reality, manifesting as degraded embedding contrast, unbounded storage growth, stale retrievals, or inefficient pruning. Detecting it requires implementing specific metrics like embedding variance, retrieva