AI & Cloud Infrastructure
May 5, 2026Agent Observability: Tracing Decisions and Tool Calls
Standard APM was built for HTTP requests and database queries. Agent runs produce a different signal shape: nested decisions, tool calls, hallucination signals, accumulating context. The observability stack has caught up. Here is the production setup that makes agents debuggable.
AI Agents
Observability
OpenTelemetry
LLM Observability
Langfuse
By Technspire Team