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 presents release notes for both Windows and Linux extensions of the Azure machine configuration agent. However, there is evidence of Windows bias: PowerShell examples are provided for Linux extension management, Windows extension release notes are listed before Linux, and Windows-specific tools (PowerShell) are referenced more prominently than Linux-native alternatives. Linux examples and tools (such as Bash or native Linux commands) are missing or secondary.
Recommendations
  • Provide Linux-native command examples (e.g., Bash scripts, systemctl usage) alongside or before PowerShell/Azure CLI examples for Linux extension management.
  • Alternate the order of release notes or present Windows and Linux updates in parallel to avoid implicit prioritization.
  • Reference Linux-specific troubleshooting and management tools where appropriate (e.g., journalctl, systemctl, package managers).
  • Ensure that instructions for Linux users do not rely on Windows-centric tooling (such as PowerShell) unless absolutely necessary, and clearly indicate when cross-platform tools are required.
  • Include explicit guidance for Linux environments in all relevant sections, especially where configuration or troubleshooting steps differ from 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
2025-09-16 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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets