The Adapter Pattern: Unified Tracing Across AI SDK, LangChain, and OpenAI Agents

<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>

<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>Multi-agentic architectures can pose challenges from an observability perspective. Each agent within a workflow makes its calls to its own toolset and each agent may be