Beyond HTTP 500s: Building Observability for Semantic Drift in Production AI

When traditional software breaks, your monitoring triggers a red alert. When an AI pipeline breaks, it outputs a grammatically flawless response with subtle factual drift. Here is how to build an OpenTelemetry semantic observability pipeline.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.