Document Details
Devtest Lab Vmcli
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
powershell_heavy
Summary
The documentation demonstrates a Windows bias by presenting Windows-based VM creation as the first example, referencing Windows images and tools before Linux equivalents, and providing PowerShell-specific guidance and output. Linux examples are present but appear after Windows ones, and Windows artifacts are highlighted in sample outputs.
Recommendations
- Alternate the order of Windows and Linux examples, or present both side-by-side to ensure parity.
- Include Linux-based VM creation as the first example or in parallel with Windows examples.
- Provide equal emphasis on Linux artifacts in sample outputs, not just Windows ones.
- Expand explanations for both Bash and PowerShell, ensuring neither is prioritized.
- Reference Linux tools and connection methods (e.g., SSH) with the same prominence as Windows tools (e.g., Remote Desktop).
- Add more Linux-specific scenarios and troubleshooting tips to match the Windows coverage.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
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
|