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 page demonstrates a moderate Windows bias. PowerShell examples are given in detail and appear before Azure CLI examples, suggesting a preference for Windows tooling. The use of PowerShell-specific commands and terminology is prominent, and there is no mention of Linux-specific shell usage or considerations. While Azure CLI examples are present (which are cross-platform), the initial focus and depth of PowerShell coverage may disadvantage Linux users. There are no explicit Linux shell examples (e.g., bash scripts), nor are there notes about platform differences or Linux-specific patterns.
Recommendations
  • Provide Linux shell (bash) examples alongside PowerShell, especially for scripting scenarios.
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and highlight any platform-specific considerations.
  • Reorder examples so that cross-platform tools (Azure CLI, ARM/Bicep templates) appear before platform-specific tools like PowerShell.
  • Include notes or links for Linux users regarding installation and usage of Azure CLI and scripting best practices.
  • Avoid assuming PowerShell as the default scripting environment; offer parity in documentation for bash/zsh users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets