Distributed tracing for multi-agent systems with OpenTelemetry

<p>Last week my research agent failed at step 15 of a 30-step run. Langfuse showed me exactly where it broke. The writer sub-agent hallucinated, citing a stale 2019 population

<p>When an LLM-based agent takes 12 seconds to respond, where exactly does the time go?</p> <p>Was it a slow vector database retrieval? Did your orchestration framework get stuck

<p>A user reports that an AI application's response is bad. The dashboard, however, is green: 200 OK, latency within the expected percentile, clean logs. The complaint is

<p>An adapter layer becomes strategically useful when several teams need one observability contract but cannot, or should not, standardize on one agent framework.</p> <p>AI SDK,

<blockquote> <p><em>This is Part 17 of my series on the Microsoft Agent Framework. You can read the original post over on <a

<h1> How I Built a Time-Travel Debugger for AI Agents </h1> <p>What if debugging an AI agent worked more like debugging normal code?</p> <p>Pause execution.</p> <p>Inspect what

<p>TypeScript support is easy to claim. Publish an npm package, add a few type declarations, and a tracing product can put “JavaScript and TypeScript” on its integration list.</p>

<blockquote> <p><strong>How this piece came together.</strong> A Zenn writing contest put OpenTelemetry back on my radar, and this is the record of learning it by doing — picking