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
missing_linux_example
Summary
The documentation page exhibits a Windows bias by providing PowerShell-heavy examples, referencing Windows tools and patterns (such as PowerShell ISE and Windows environment variables), and presenting Windows-centric instructions before Linux equivalents. Several key automation steps, including application registration and DevOps setup, are shown only with PowerShell scripts, with no direct Bash or Linux shell alternatives. Linux instructions are limited to basic package installation and deployer setup, and are often presented after the Windows/PowerShell examples.
Recommendations
  • Provide equivalent Bash or Linux shell scripts for all PowerShell examples, especially for application registration and Azure DevOps setup.
  • Include explicit instructions for running automation steps on Linux, not just Windows, and clarify any platform-specific differences.
  • Avoid referencing Windows-only tools (e.g., PowerShell ISE) as the default; suggest cross-platform editors or CLI usage.
  • Ensure that Linux examples are presented alongside or before Windows examples to avoid implicit prioritization.
  • Document any prerequisites or environment setup steps for Linux in equal detail as for Windows.
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
2026-01-11 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
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets