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newsMicrosoft DevBlogs AITrust 72 · OutletPublished 3d agoLive · yesterday

How to test agent experience changes without shipping them

Most changes you think will improve AI agent behavior won't. We tested a dozen hypotheses on a real project upgrade scenario and the majority failed. Learn how to emulate documentation, API, and MCP server changes locally so you can validate what works before shipping anything to production. The post How to test agent experience changes without shipping them appeared first on

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

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