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_first
windows_tools
Summary
The documentation provides parallel examples for Azure Portal, Azure CLI, and PowerShell, but PowerShell is given significant prominence and detail, including explicit references to Windows file paths (e.g., D:\testFiles\textfile.csv) and storage operations that are Windows-centric. PowerShell is traditionally associated with Windows, and the examples assume a Windows environment for local file operations. There is no mention of Linux/macOS equivalents for file paths or shell usage, and PowerShell examples are detailed and sometimes referenced as usable in Bash only via Azure Cloud Shell, not locally on Linux/macOS. The CLI examples are cross-platform, but the documentation does not clarify or encourage Linux/macOS usage, nor does it provide guidance for non-Windows users in PowerShell sections.
Recommendations
  • Add explicit Linux/macOS examples for file paths and local operations (e.g., use /home/user/testFiles/textfile.csv in CLI and PowerShell examples).
  • Clarify that Azure CLI is fully cross-platform and recommend it for Linux/macOS users.
  • In PowerShell sections, note that PowerShell Core is available on Linux/macOS and provide examples or notes for those platforms.
  • Avoid using Windows-specific file paths in examples, or provide both Windows and Linux/macOS variants.
  • Add a note in prerequisites or introduction about cross-platform support and best practices for non-Windows users.
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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