Tagged articles

Semantic Conventions

3 articles · Page 1 of 1

Oct 19, 2026 · Cloud Native

Open-Source Foundations for AgenticOps: Standardized Collection, Unified Semantic Modeling & Reproducible Benchmarks

Alibaba Cloud details its open-source stack for AgenticOps — LoongSuite/OBI for standardized OpenTelemetry collection, UModel for semantic fault context, and BRiSE for reproducible benchmarking — enabling reliable production-grade AI operations.

AgenticOpsBRiSECloud Native

0 likes · 28 min read

Open-Source Foundations for AgenticOps: Standardized Collection, Unified Semantic Modeling & Reproducible Benchmarks

Alibaba Cloud Native

Oct 18, 2026 · Cloud Native

AgenticOps Open Source: Standardized Collection, Semantic Modeling & Reproducible Benchmarks

Alibaba Cloud details its open-source AgenticOps foundation comprising LoongSuite/OBI for standardized OpenTelemetry data collection, UModel for unified semantic fault context modeling, and BRiSE for reproducible benchmark evaluation, enabling reliable AI-driven operations from demo to production.

AgenticOpsBRiSELoongSuite

0 likes · 28 min read

AgenticOps Open Source: Standardized Collection, Semantic Modeling & Reproducible Benchmarks

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