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
windows_first
powershell_heavy
Summary
The documentation provides both Bash and PowerShell examples for all commands, but PowerShell is given equal prominence and, in some sections (notably the 'Deploy front end application'), PowerShell instructions are much more detailed and complex than the Bash equivalents. There is a slight Windows-first bias in the depth and explanation of PowerShell workflows, which may make Linux/macOS users feel underserved, especially when advanced configuration is required.
Recommendations
  • Ensure Bash and PowerShell examples are equally detailed, especially for complex deployment steps.
  • Provide advanced Bash (Linux/macOS) workflows for multi-step deployments, not just single-line az CLI commands.
  • Consider adding a note clarifying that Bash examples are suitable for Linux/macOS and WSL users, and PowerShell for Windows.
  • Where PowerShell uses custom objects and templates, provide equivalent Bash/az CLI scripting (e.g., using JSON files or environment variables).
  • Review the order and prominence of examples to avoid implicit prioritization of Windows/PowerShell.
GitHub Create Pull Request

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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets