#metrics

3 guides tagged #metrics on ChangeGamer.

Guides

MCP Server Observability with OpenTelemetry: Spans, Metrics, and Trace Correlation · guide
Instrumenting an MCP server past the pillar's baseline: what to put on a tool-call span beyond gen_ai.tool.name, what replaces the deprecated Logging primitive in practice, per-tool-name latency and error-rate metrics, and how a trace ID actually survives the agent-to-upstream-API hop.
How to Measure AI Agent Quality from Live User Feedback · guide
How to measure AI agent quality from live user feedback: why explicit ratings are sparse and biased, how re-asks, abandonment and escalations mislead, and how to join each signal to a trace and route it to review.
How to Keep Trace Data When an AI Agent Crashes Mid-Run · guide
How to keep trace data when an AI agent crashes mid-run: write a small run-start record outside the trace buffer, detect orphans, count them as unknown outcomes, and force-decide on shutdown.