Tagged articles

agent tracing

2 articles · Page 1 of 1
Architecture Development Notes
Architecture Development Notes
Sep 8, 2026 · Artificial Intelligence

OpenTelemetry GenAI Semantic Conventions: Modeling Agent Runs as Span Trees

The article explains how OpenTelemetry GenAI semantic conventions address the gap in agent observability by defining a standardized span tree structure (invoke_agent, execute_tool, chat, etc.) and three critical fields (gen_ai.agent.name, gen_ai.conversation.id, gen_ai.operation.name) to capture tool calls, retries, and child-agent handoffs that auto-instrumentation misses.

GenAILLM AgentsObservability
0 likes · 10 min read
OpenTelemetry GenAI Semantic Conventions: Modeling Agent Runs as Span Trees
Alibaba Cloud Observability
Alibaba Cloud Observability
Apr 6, 2026 · Artificial Intelligence

How OpenClaw’s New Plugin Reveals Every LLM Decision Step

The OpenClaw CMS plugin 0.1.2 upgrades observability for AI agents by fully restoring multi‑round execution traces, stabilizing concurrent chains, adding STEP spans, and quantifying agent metrics, turning raw trace graphs into actionable insights for debugging, testing, cost control, and cross‑team collaboration.

AI OperationsLLMOpenClaw
0 likes · 8 min read
How OpenClaw’s New Plugin Reveals Every LLM Decision Step