Microsoft's Evals for Agent Interop is an open-source starter kit that enables developers to evaluate AI agents in realistic work scenarios. It features curated scenarios, datasets, and an evaluation

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Microsoft has open-sourced Evals for Agent Interop, a starter kit for evaluating AI agents in realistic enterprise scenarios. It includes curated scenarios, representative datasets, and an evaluation harness that measures schema adherence, tool call correctness, and AI judge assessments for qualities like coherence and helpfulness. Initially focused on email and calendar interactions, the kit ships with declarative JSON evaluation specs and a leaderboard concept for comparing agents built on different stacks. Deployed via Docker Compose, developers can clone the repo, run baseline evaluations, and customize rubrics for their specific workflows.

Microsoft Open Sources Evals for Agent Interop Starter Kit to Benchmark Enterprise AI Agents