Observability for AI Systems: Monitoring Drift, Hallucinations, and Reliability in Production

Why most AI agents disappoint in production (and what to fix first)

Agents disappoint in production when we ask them to drive on roads built for dashboards. Build these four guarantees into the substrate to make them reliable.