Sad Tux - Windows bias detected
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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell is featured as a primary automation method alongside Azure CLI and Portal, with extensive PowerShell examples and references to Windows file paths (e.g., D:\testFiles). There is no mention of Linux-specific shell commands (such as Bash scripts), nor are Linux file system conventions used in examples. The use of PowerShell and Windows-centric patterns (like local file uploads from D:\) may disadvantage Linux users, and there are no explicit Linux or Bash alternatives provided.
Recommendations
  • Add Bash shell examples alongside PowerShell, especially for steps involving local file operations and Azure CLI usage.
  • Replace or supplement Windows file path examples (e.g., D:\testFiles) with Linux equivalents (e.g., /home/user/testFiles).
  • Explicitly mention that Azure CLI commands can be run in Bash on Linux/macOS, and provide any necessary environment setup instructions for those platforms.
  • Include notes or sections on how to perform equivalent tasks on Linux, such as uploading files from a Linux file system or using Bash scripting.
  • Review and update references to Windows-specific tools or conventions to ensure parity with Linux workflows.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets