[23] solutions/23-copilot-studio-lifecycle-tracker/README.md — accuracy review (2026-05-04)

[judeper]

Solution: 23-copilot-studio-lifecycle-tracker (ID 23)
File: solutions/23-copilot-studio-lifecycle-tracker/README.md
Reviewed: 2026-05-04
Reviewer: accuracy-review fleet agent

Summary

Severity	Count
Critical	0
Major	1
Minor	0
Style	0

Findings

F1 — Current Agent 365 lifecycle control plane is missing

• Severity: Major
• Location: lines 7-29, 101-107
• Current: The README frames CSLT lifecycle governance around Copilot Studio/Power Platform artifacts and roadmap items only.
• Issue: Microsoft Agent 365 is now a generally available lifecycle, registry, and governance control plane for agents. Omitting it can mislead practitioners evaluating current Microsoft-native lifecycle governance.
• Suggested change: Add Microsoft Agent 365 as a current integration/context item, clarify that CSLT supplements Agent 365 and Copilot Studio evidence workflows, and note that Agent 365 is the Microsoft control plane for centralized agent registry/lifecycle governance where licensed.
• Source: https://learn.microsoft.com/en-us/microsoft-agent-365/overview (last updated 2026-05-01)
• Quote: "Through the Agent 365 registry in the Microsoft 365 admin center, Microsoft Entra, and Microsoft Purview, admins can intentionally manage the lifecycle"

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Generated by the accuracy-review-2026-05 fleet review. Findings report: artifacts-review/23-copilot-studio-lifecycle-tracker/review-2026-05-04.md.

[judeper]

Re-verification update — 2026-05-04

Original finding: - File: solutions/23-copilot-studio-lifecycle-tracker/README.md, lines 15, 25, 79: "version history" / "rollback history" / "rollback events" for Copilot Studio agents — reason: provided Microsoft Learn hint https://learn.microsoft.com/microsoft-copilot-studio/authoring-version-history returned 404 and Learn search did not surface a current canonical Copilot Studio version-history article.

Outcome: Still-unverifiable

Source: https://learn.microsoft.com/en-us/microsoft-copilot-studio/publication-fundamentals-publish-channels — last updated 2026-04-24

Excerpt:

Each time you update your agent, you can publish it again from within Copilot Studio. Publishing your agent applies to all the channels associated with your agent.
If you make changes to your agent but don't publish after doing so, your customers won't be engaging with the latest content.

Severity reclassification: needs-manual-review

Notes: The original authoring-version-history URL still returns 404. Current Learn content confirms publish/update behavior and latest published content, but searches for Copilot Studio version history, rollback history, and rollback events did not surface a canonical Learn article validating agent rollback/history semantics. Manual product/UI or API research is needed.

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Comment added by the post-flight re-verification helper. Issue stays open for the Phase 2 remediation fleet.

[judeper]

Phase 2 remediation update — 2026-05-04

PR: #214
Branch: accuracy-review/2026-05-04-remediation/23-copilot-studio-lifecycle-tracker

Per-finding disposition

#	Severity	File:line	Disposition	Microsoft Learn citation
F-1	Major	solutions/23-copilot-studio-lifecycle-tracker/README.md:9,13-29,36-37,80,106	Fixed	https://learn.microsoft.com/en-us/microsoft-agent-365/overview (updated 2026-05-01). Excerpt: "Establish consistent guardrails for AI agents by centralizing lifecycle management, access control, and compliance across the enterprise. Through the Agent 365 registry in the Microsoft 365 admin center, Microsoft Entra, and Microsoft Purview, admins can intentionally manage the lifecycle of their organization’s agents while ensuring the right permissions, policies, and reviews are in place."
UV-1	needs-manual-review	solutions/23-copilot-studio-lifecycle-tracker/README.md:15,25,80	Deferred	https://learn.microsoft.com/en-us/microsoft-copilot-studio/publication-fundamentals-publish-channels (updated 2026-04-23). Excerpt: "Each time you update your agent, you can publish it again from within Copilot Studio. Publishing your agent applies to all the channels associated with your agent."

Notes

• README now adds Microsoft Agent 365 as the Microsoft control-plane context where licensed and clarifies CSLT is supplemental documentation-first evidence.
• The rollback/version-history API claim remains still-unverifiable. The text now qualifies rollback references as customer-supplied evidence, but manual product/API validation is still needed before closing this issue.

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Comment added by accuracy-review remediation agent. Leaving this issue open: one unverified claim remains Deferred / needs-manual-review.