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  "description": "We are announcing the Evaluation for Workflows (Trace-Based) feature for Microsoft Copilot Studio. This feature will reach public preview on May 31, 2026.\n\nHow does this affect me?\nThis feature enables trace-based evaluation for workflows to measure quality, detect failures, and validate behavior without re-execution or side effects.\n\nThis feature introduces a reliable evaluation framework that:\n\n * Enables safe evaluation without re-execution or side effects.\n * Reduces reliance on manual testi",
  "path": "/m365-message-center/message/mc1311988-2/",
  "publishedAt": "2026-05-16T08:39:56.000Z",
  "site": "https://blog.tophhie.cloud",
  "textContent": "We are announcing the Evaluation for Workflows (Trace-Based) feature for Microsoft Copilot Studio. This feature will reach public preview on May 31, 2026.\n\n**How does this affect me?**\nThis feature enables trace-based evaluation for workflows to measure quality, detect failures, and validate behavior without re-execution or side effects.\n\nThis feature introduces a reliable evaluation framework that:\n\n  * Enables safe evaluation without re-execution or side effects.\n  * Reduces reliance on manual testing, increasing customer confidence, adoption, and governance readiness.\n  * Establishes the foundation for evaluation across the entire agent lifecycle.\n\n\n\nThis positions workflows as a trusted and scalable building block for enterprise AI solutions.\n\n**What action do I need to take?**\nThis message is for awareness, and no action is required.",
  "title": "MC1311988: Microsoft Copilot Studio - Evaluation for Workflows (Trace-Based)",
  "updatedAt": "2026-05-16T08:39:56.336Z"
}