The Danger of Silent AI Failures

Why your AI agents keep getting stuck in production and how to track them down using Azure Monitor.

Unlike standard apps that crash loudly, LLMs fail silently. They hallucinate missing data, weave it seamlessly, and report a successful 200 OK.

Use OpenTelemetry spans to wrap every tool call. Track token burn anomalies to turn an opaque LLM box into a deterministic state machine.