Tag
Observability
5 posts filed under Observability.
Observability for AI Agents on Azure: OpenTelemetry GenAI to the Agent Dashboard
Tracing AI agents on Azure Monitor with OpenTelemetry GenAI conventions — the invoke_agent → chat → execute_tool span tree and the KQL to reconstruct it.
The Agent Harness
The harness is the loop around a model that calls tools, manages context, gates actions, and decides when to stop. Its defaults are the product.
MAF v1 — DevUI for agents and workflows (Python)
Run MAF DevUI locally to test prompts, inspect tool calls and OTel spans, and register agents by code or directory discovery.
MAF v1 — Observability with OpenTelemetry (Python + .NET)
Wire OpenTelemetry spans for agent runs with GenAI attributes, using console export for dev and OTLP for production tracing.
Observability -- Tracing Multi-Agent Workflows with OpenTelemetry
How to instrument multi-agent systems with OpenTelemetry — auto-instrumented traces across agents, LLM calls, and database queries.
