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 page exhibits mild Windows bias. In the X.509 self-signed authentication section, the openssl command is presented first for Windows (PowerShell), with the Linux equivalent given second. The Windows command does not use any Windows-specific tools, but the ordering and explicit mention of PowerShell suggests a Windows-first approach. No Linux-specific tools or patterns are highlighted, and there is no mention of Linux package managers or shell environments. However, most examples are cross-platform and use Azure CLI, which is available on both Windows and Linux.
Recommendations
  • Present Linux and Windows command examples side-by-side, or alternate which platform is shown first.
  • Explicitly mention that Azure CLI and openssl commands work on both Windows and Linux, and provide any necessary installation instructions for both platforms.
  • Include notes or links for Linux users regarding certificate management and file paths, as these may differ from Windows.
  • Avoid labeling commands as 'Windows' unless they use Windows-specific tools; use 'PowerShell' only when necessary.
  • Consider adding a section or tip for macOS users if relevant.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets