Document Details
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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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation demonstrates a Windows bias in several areas: it provides a VM deployment example using only a Windows 10 image, references RDP and Windows licensing, and suggests using a command prompt for SSH access. PowerShell is mentioned before Azure CLI for cluster creation, and there are no explicit Linux or cross-platform examples for VM deployment or SSH testing. The documentation also references Windows-specific tools and patterns (RDP, Windows licensing) without Linux equivalents.
Recommendations
- Provide parallel Linux-based examples for deploying a test VM (e.g., Ubuntu Server) and accessing the cluster using SSH from a Linux terminal.
- When referencing VM images, include both Windows and popular Linux distributions, and clarify that either can be used.
- Present Azure CLI and PowerShell examples together, or default to Azure CLI for cross-platform parity.
- For SSH access instructions, use generic terminal language and avoid assuming a Windows command prompt; mention how to open a terminal on both Windows and Linux.
- When discussing remote access, mention both RDP (for Windows) and SSH (for Linux) as options, and clarify port usage for each.
- Remove or supplement Windows licensing notes with Linux-specific guidance where appropriate.
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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| 2025-09-06 00:00 | #103 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 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
|