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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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation is heavily focused on Azure PowerShell, with all command-line examples using PowerShell cmdlets and no equivalent Azure CLI or Bash examples provided. The referenced links and examples (such as network security rules for RDP port 3389) are Windows-centric, and Linux-specific scenarios are not demonstrated, despite the documentation claiming applicability to Linux VMs. There is no mention of Linux tools, shell commands, or patterns, and the ARM template example uses a Windows VM name and RDP port, further reinforcing a Windows-first bias.
Recommendations
- Add equivalent Azure CLI and Bash examples for all PowerShell commands, especially for Linux users.
- Include Linux-specific scenarios, such as SSH port configuration and Linux VM naming conventions, in both code and ARM template examples.
- Reference documentation and examples that are platform-neutral or provide both Windows and Linux paths (e.g., links to Linux-focused image finding guides).
- Explicitly show how to retrieve and use purchase plan information for Linux VMs, including relevant differences.
- Avoid using Windows-specific ports (like 3389 for RDP) in generic examples; use SSH (port 22) for Linux or provide both.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 01:31 | #124 | completed |
 Clean
|
| 2026-01-13 06:17 | #109 | completed |
Biased
|
| 2026-01-12 00:00 | #101 | completed |
Biased
|
| 2026-01-10 00:00 | #94 | completed |
Clean
|
| 2026-01-09 19:00 | #91 | completed |
Biased
|
| 2026-01-06 22:28 | #80 | completed |
Biased
|