Document Details
Administrator Guide
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation shows moderate Windows bias. Windows-specific tools and scenarios (such as SysPrep, SIDs, PsGetSid, and endpoint management with Microsoft Configuration Manager) are discussed in detail, while Linux equivalents are not mentioned. Some VM sizes are marked as '(Windows only)' for GPU visualization, but there is no guidance for Linux visualization or endpoint management. The only explicit Linux mention is the Data Science VM for Linux, but no Linux-specific management or tooling examples are provided.
Recommendations
- Add Linux endpoint management guidance, including how to handle unique identifiers and recommended tools for Linux VMs.
- Provide Linux-specific examples for VM image preparation (e.g., using cloud-init, waagent, or other Linux image generalization techniques).
- For GPU visualization, clarify Linux support and provide Linux configuration steps or alternatives.
- Mention Linux-compatible content filtering solutions and how to automate their deployment.
- Balance references to Windows tools (SysPrep, PsGetSid, Configuration Manager) with Linux equivalents (e.g., machine-id, Ansible, etc.).
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|