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. Several command-line examples use PowerShell syntax and variables, especially in identity and role assignment steps. PowerShell commands are presented before or instead of pure Bash alternatives, and the use of PowerShell variables ($var) is prevalent. While Azure CLI and Bash are also used, Linux/macOS users may encounter friction due to the PowerShell-centric examples and lack of explicit Bash equivalents for some steps.
Recommendations
  • Provide Bash equivalents for all PowerShell examples, especially for identity and role assignment steps.
  • Avoid using PowerShell variable syntax ($var) in CLI examples; use Bash-compatible syntax where possible.
  • Clearly indicate which commands are cross-platform and which are Windows-specific.
  • Where PowerShell is required, add a note or alternative for Linux/macOS users.
  • Ensure that examples using Azure CLI are shown in Bash syntax first, with PowerShell as an alternative if needed.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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