Document Details
Devtest Lab Reference Architecture
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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits Windows bias by referencing Windows-specific tools (Remote Desktop Gateway, RDP), linking to Windows Server documentation, and mentioning PowerShell before Azure CLI or REST APIs for automation. There are no Linux-specific remote access or automation examples, and Windows-centric patterns (RDP, domain join) are described without Linux alternatives.
Recommendations
- Include Linux remote access options (e.g., SSH, xrdp) alongside RDP and Remote Desktop Gateway.
- Provide automation examples using Bash scripts and Azure CLI, not just PowerShell.
- Mention Linux domain join scenarios (e.g., using SSSD or realmd) when discussing domain-based VM access.
- Reference cross-platform tools and patterns before or alongside Windows-specific ones.
- Add links to relevant Linux documentation for remote access, automation, and domain integration.
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
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-26 00:00 | #92 | cancelled |
Clean
|
| 2025-07-26 00:01 | #61 | completed |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|