Document Details
How To Create Lab Python
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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific VM images (e.g., 'microsoftwindowsdesktop.windows-11.win11-21h2-pro') without mentioning or providing examples for Linux images. The connection profile in the code sample enables RDP (a Windows protocol) and disables SSH (commonly used for Linux), further reinforcing a Windows-centric approach. Additionally, the 'Next steps' section highlights Azure PowerShell and Az.LabServices cmdlets, which are more commonly associated with Windows environments, without mentioning equivalent CLI or Linux-friendly tools.
Recommendations
- Include examples using Linux VM images (e.g., Ubuntu, CentOS) in addition to Windows images.
- Demonstrate connection profiles that enable SSH access (webSshAccess/clientSshAccess) for Linux VMs.
- In the 'Next steps' section, add references to Azure CLI and relevant Linux command-line tools for managing labs.
- Where possible, provide parallel code snippets or configuration options for both Windows and Linux scenarios.
- Clarify in the documentation that both Windows and Linux labs are supported, and guide users on how to select and configure each.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
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| 2025-08-17 00:01 | #83 | cancelled |
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-12 23:44 | #41 | cancelled |
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| 2025-07-09 13:09 | #3 | cancelled |
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| 2025-07-08 04:23 | #2 | cancelled |
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