Archive - The Agent Loop, Powered by FAI

We Built AI Observability. It Still Doesn’t Tell Us Why Systems Fail

A deeper look at the gap between observing AI systems and actually understanding their decisions

January 2026

Understanding Production AI Behavior: Failure Modes Beyond Logs and Metrics

A systems-level look at where AI behavior diverges from intent in real-world deployments

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