<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>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,
<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
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