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        "title": "Prove dMSA migration through account and event evidence",
        "summary": "Use Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025 to review this narrow operational decision without extending the source beyond its stated scope.",
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        "dse_recommendation": "Compare the observed state with the cited official source, document applicability and exceptions, and test any approved change with rollback safeguards.",
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            "name": "Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025",
            "url": "https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/manage/delegated-managed-service-accounts/delegated-managed-service-accounts-set-up-dmsa",
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        "content_html": "<p>Use this document to resolve one bounded operational decision: Prove dMSA migration through account and event evidence. Only the official source and traced locations below supply facts. Confirm applicability before acting.</p>\n<h2>Source fact:</h2>\n<p>The official <a href=\"https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/manage/delegated-managed-service-accounts/delegated-managed-service-accounts-set-up-dmsa\" target=\"_blank\" rel=\"noopener noreferrer\">Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025</a> from Microsoft supports the following bounded statements:</p>\n<ul>\n<li>AD automatically manages dMSA credentials instead of requiring manual password administration. The research record locates this support at <strong>Opening overview</strong>.</li>\n<li>The setup workflow covers creation, migration completion, and review of dMSA event logs. The research record locates this support at <strong>Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs</strong>.</li>\n</ul>\n<p>Only the traced statements above are asserted as source facts. Apply the review to forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles after confirming that the source and deployed context match.</p>\n<h2>What the source does not establish</h2>\n<p>Only supported Windows Server 2025 workloads should enter the migration pilot. Do not read the source as proof of implementation or permission to change production. Its guidance remains conditional on Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity and the environment&#8217;s recorded constraints.</p>\n<h2>Applicability questions</h2>\n<ul>\n<li>For source statement 1 at <strong>Opening overview</strong>, which observable configuration, record, or test can confirm applicability here?</li>\n<li>For source statement 2 at <strong>Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs</strong>, which observable configuration, record, or test can confirm applicability here?</li>\n<li>What inventory proves which parts of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles are in and out of scope?</li>\n<li>Which condition in Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity must be healthy before evidence is trustworthy?</li>\n<li>What result would disprove the working assumption and return the issue to the owner?</li>\n</ul>\n<h2>DSE recommendation:</h2>\n<p>DSE recommends using the cited source as the evidence anchor for this decision. Begin by recording scope and current state before deciding whether a change is warranted. Record the source location, examined part of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles, observed and expected states, owner, and reason for deviation.</p>\n<p>An implementation decision needs an owner, approved window, prechecks, observable outcome, stop authority, and rollback path. Validate Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity before and after the test, and store only sanitized operational evidence.</p>\n<h2>Verification and evidence</h2>\n<p>Keep the source locations <strong>Opening overview</strong>; <strong>Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs</strong> adjacent to the sanitized artifacts used for comparison. Prefer directory and policy exports, replication and locator tests, event logs, trust state, role ownership, and controlled authentication tests, with enough identity and timing data for an independent recheck.</p>\n<p>Keep before-state evidence, approval, test or change result, exceptions, and after-state evidence together. Use an approved lab, window, or nonproduction path for risky tests. Set a recheck trigger for version, architecture, dependency, vendor, incident, or ownership change. A check proves only what was observed.</p>\n<h2>Official references</h2>\n<ul>\n<li><a href=\"https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/manage/delegated-managed-service-accounts/delegated-managed-service-accounts-set-up-dmsa\" target=\"_blank\" rel=\"noopener noreferrer\">Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025</a> — Microsoft</li>\n</ul>",
        "content_text": "Use this document to resolve one bounded operational decision: Prove dMSA migration through account and event evidence. Only the official source and traced locations below supply facts. Confirm applicability before acting.\nSource fact:\nThe official Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025 from Microsoft supports the following bounded statements:\n\nAD automatically manages dMSA credentials instead of requiring manual password administration. The research record locates this support at Opening overview.\nThe setup workflow covers creation, migration completion, and review of dMSA event logs. The research record locates this support at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs.\n\nOnly the traced statements above are asserted as source facts. Apply the review to forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles after confirming that the source and deployed context match.\nWhat the source does not establish\nOnly supported Windows Server 2025 workloads should enter the migration pilot. Do not read the source as proof of implementation or permission to change production. Its guidance remains conditional on Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity and the environment’s recorded constraints.\nApplicability questions\n\nFor source statement 1 at Opening overview, which observable configuration, record, or test can confirm applicability here?\nFor source statement 2 at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs, which observable configuration, record, or test can confirm applicability here?\nWhat inventory proves which parts of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles are in and out of scope?\nWhich condition in Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity must be healthy before evidence is trustworthy?\nWhat result would disprove the working assumption and return the issue to the owner?\n\nDSE recommendation:\nDSE recommends using the cited source as the evidence anchor for this decision. Begin by recording scope and current state before deciding whether a change is warranted. Record the source location, examined part of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles, observed and expected states, owner, and reason for deviation.\nAn implementation decision needs an owner, approved window, prechecks, observable outcome, stop authority, and rollback path. Validate Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity before and after the test, and store only sanitized operational evidence.\nVerification and evidence\nKeep the source locations Opening overview; Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs adjacent to the sanitized artifacts used for comparison. Prefer directory and policy exports, replication and locator tests, event logs, trust state, role ownership, and controlled authentication tests, with enough identity and timing data for an independent recheck.\nKeep before-state evidence, approval, test or change result, exceptions, and after-state evidence together. Use an approved lab, window, or nonproduction path for risky tests. Set a recheck trigger for version, architecture, dependency, vendor, incident, or ownership change. A check proves only what was observed.\nOfficial references\n\nSetting up delegated Managed Service Accounts (dMSA) in Windows Server 2025 — Microsoft",
        "content_markdown": "Use this document to resolve one bounded operational decision: Prove dMSA migration through account and event evidence. Only the official source and traced locations below supply facts. Confirm applicability before acting.\n\n## Source fact:\n\nThe official [Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025](https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/manage/delegated-managed-service-accounts/delegated-managed-service-accounts-set-up-dmsa) from Microsoft supports the following bounded statements:\n\n- AD automatically manages dMSA credentials instead of requiring manual password administration. The research record locates this support at Opening overview.\n\n- The setup workflow covers creation, migration completion, and review of dMSA event logs. The research record locates this support at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs.\n\nOnly the traced statements above are asserted as source facts. Apply the review to forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles after confirming that the source and deployed context match.\n\n## What the source does not establish\n\nOnly supported Windows Server 2025 workloads should enter the migration pilot. Do not read the source as proof of implementation or permission to change production. Its guidance remains conditional on Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity and the environment’s recorded constraints.\n\n## Applicability questions\n\n- For source statement 1 at Opening overview, which observable configuration, record, or test can confirm applicability here?\n\n- For source statement 2 at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs, which observable configuration, record, or test can confirm applicability here?\n\n- What inventory proves which parts of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles are in and out of scope?\n\n- Which condition in Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity must be healthy before evidence is trustworthy?\n\n- What result would disprove the working assumption and return the issue to the owner?\n\n## DSE recommendation:\n\nDSE recommends using the cited source as the evidence anchor for this decision. Begin by recording scope and current state before deciding whether a change is warranted. Record the source location, examined part of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles, observed and expected states, owner, and reason for deviation.\n\nAn implementation decision needs an owner, approved window, prechecks, observable outcome, stop authority, and rollback path. Validate Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity before and after the test, and store only sanitized operational evidence.\n\n## Verification and evidence\n\nKeep the source locations Opening overview; Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs adjacent to the sanitized artifacts used for comparison. Prefer directory and policy exports, replication and locator tests, event logs, trust state, role ownership, and controlled authentication tests, with enough identity and timing data for an independent recheck.\n\nKeep before-state evidence, approval, test or change result, exceptions, and after-state evidence together. Use an approved lab, window, or nonproduction path for risky tests. Set a recheck trigger for version, architecture, dependency, vendor, incident, or ownership change. A check proves only what was observed.\n\n## Official references\n\n- [Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025](https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/manage/delegated-managed-service-accounts/delegated-managed-service-accounts-set-up-dmsa) — Microsoft"
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                "articleBody": "Use this document to resolve one bounded operational decision: Prove dMSA migration through account and event evidence. Only the official source and traced locations below supply facts. Confirm applicability before acting.\nSource fact:\nThe official Setting up delegated Managed Service Accounts (dMSA) in Windows Server 2025 from Microsoft supports the following bounded statements:\n\nAD automatically manages dMSA credentials instead of requiring manual password administration. The research record locates this support at Opening overview.\nThe setup workflow covers creation, migration completion, and review of dMSA event logs. The research record locates this support at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs.\n\nOnly the traced statements above are asserted as source facts. Apply the review to forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles after confirming that the source and deployed context match.\nWhat the source does not establish\nOnly supported Windows Server 2025 workloads should enter the migration pilot. Do not read the source as proof of implementation or permission to change production. Its guidance remains conditional on Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity and the environment’s recorded constraints.\nApplicability questions\n\nFor source statement 1 at Opening overview, which observable configuration, record, or test can confirm applicability here?\nFor source statement 2 at Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs, which observable configuration, record, or test can confirm applicability here?\nWhat inventory proves which parts of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles are in and out of scope?\nWhich condition in Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity must be healthy before evidence is trustworthy?\nWhat result would disprove the working assumption and return the issue to the owner?\n\nDSE recommendation:\nDSE recommends using the cited source as the evidence anchor for this decision. Begin by recording scope and current state before deciding whether a change is warranted. Record the source location, examined part of forests, domains, controllers, directory partitions, trusts, sites, replication links, service accounts, and delegated roles, observed and expected states, owner, and reason for deviation.\nAn implementation decision needs an owner, approved window, prechecks, observable outcome, stop authority, and rollback path. Validate Windows DNS, time synchronization, network reachability, PKI, backups, virtualization safeguards, and privileged identity before and after the test, and store only sanitized operational evidence.\nVerification and evidence\nKeep the source locations Opening overview; Sections: Create a standalone dMSA; Complete account migration; View dMSA event logs adjacent to the sanitized artifacts used for comparison. Prefer directory and policy exports, replication and locator tests, event logs, trust state, role ownership, and controlled authentication tests, with enough identity and timing data for an independent recheck.\nKeep before-state evidence, approval, test or change result, exceptions, and after-state evidence together. Use an approved lab, window, or nonproduction path for risky tests. Set a recheck trigger for version, architecture, dependency, vendor, incident, or ownership change. A check proves only what was observed.\nOfficial references\n\nSetting up delegated Managed Service Accounts (dMSA) in Windows Server 2025 — Microsoft",
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