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        "potentially_affected": "Apply this review when a team uses the extension to prepare a Kubernetes-related policy definition. Identify the generated file, unfinished fields and intended Azure definition scope. Treat the editor artifact and the deployed policy object as separately reviewable states.",
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        "content_html": "<h2>Source facts</h2>\n<p>Microsoft states that the Azure Policy extension can generate policy-definition JSON from a constraint or mutation template, but does not create the definition in Azure. The generated fields still need completion, followed by creation through the portal or a supported SDK. <a href=\"https://learn.microsoft.com/en-us/azure/governance/policy/how-to/extension-for-vscode\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn</a>.</p>\n<h2>Applicability</h2>\n<p>Apply this review when a team uses the extension to prepare a Kubernetes-related policy definition. Identify the generated file, unfinished fields and intended Azure definition scope. Treat the editor artifact and the deployed policy object as separately reviewable states.</p>\n<h2>DSE recommendation</h2>\n<p>DSE recommends assigning an owner for the transition from generated JSON to an approved definition. Review every placeholder, keep the completed file under the established change process and choose an explicit publishing mechanism. Avoid reporting the policy as deployed from an editor screenshot. Confirm assignment intent separately after the definition has been created.</p>\n<h2>Verification</h2>\n<p>Compare the approved local JSON with the definition retrieved from the intended Azure scope. Confirm that the deployed object has the expected identifier and completed values. Record creation evidence and any later assignment as distinct steps. If the object is absent, report the work as prepared but unpublished rather than interpreting successful generation as enforcement.</p>\n<h2>Official references</h2>\n<p><a href=\"https://learn.microsoft.com/en-us/azure/governance/policy/how-to/extension-for-vscode\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn: Azure Policy extension for Visual Studio Code</a>.</p>",
        "content_text": "Source facts\nMicrosoft states that the Azure Policy extension can generate policy-definition JSON from a constraint or mutation template, but does not create the definition in Azure. The generated fields still need completion, followed by creation through the portal or a supported SDK. Microsoft Learn.\nApplicability\nApply this review when a team uses the extension to prepare a Kubernetes-related policy definition. Identify the generated file, unfinished fields and intended Azure definition scope. Treat the editor artifact and the deployed policy object as separately reviewable states.\nDSE recommendation\nDSE recommends assigning an owner for the transition from generated JSON to an approved definition. Review every placeholder, keep the completed file under the established change process and choose an explicit publishing mechanism. Avoid reporting the policy as deployed from an editor screenshot. Confirm assignment intent separately after the definition has been created.\nVerification\nCompare the approved local JSON with the definition retrieved from the intended Azure scope. Confirm that the deployed object has the expected identifier and completed values. Record creation evidence and any later assignment as distinct steps. If the object is absent, report the work as prepared but unpublished rather than interpreting successful generation as enforcement.\nOfficial references\nMicrosoft Learn: Azure Policy extension for Visual Studio Code.",
        "content_markdown": "## Source facts\n\nMicrosoft states that the Azure Policy extension can generate policy-definition JSON from a constraint or mutation template, but does not create the definition in Azure. The generated fields still need completion, followed by creation through the portal or a supported SDK. [Microsoft Learn](https://learn.microsoft.com/en-us/azure/governance/policy/how-to/extension-for-vscode).\n\n## Applicability\n\nApply this review when a team uses the extension to prepare a Kubernetes-related policy definition. Identify the generated file, unfinished fields and intended Azure definition scope. Treat the editor artifact and the deployed policy object as separately reviewable states.\n\n## DSE recommendation\n\nDSE recommends assigning an owner for the transition from generated JSON to an approved definition. Review every placeholder, keep the completed file under the established change process and choose an explicit publishing mechanism. Avoid reporting the policy as deployed from an editor screenshot. Confirm assignment intent separately after the definition has been created.\n\n## Verification\n\nCompare the approved local JSON with the definition retrieved from the intended Azure scope. Confirm that the deployed object has the expected identifier and completed values. Record creation evidence and any later assignment as distinct steps. If the object is absent, report the work as prepared but unpublished rather than interpreting successful generation as enforcement.\n\n## Official references\n\n[Microsoft Learn: Azure Policy extension for Visual Studio Code](https://learn.microsoft.com/en-us/azure/governance/policy/how-to/extension-for-vscode)."
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