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 presents both Azure PowerShell and Azure CLI examples for validation and troubleshooting, but consistently lists PowerShell (a Windows-preferred tool) before CLI. The PowerShell sections are detailed and include cmdlet tables for multiple scopes, mirroring the CLI coverage. However, there is a subtle 'Windows-first' ordering bias, as PowerShell is shown before CLI in every tabbed section. There are no examples or mentions of Linux/macOS-specific tools or shell patterns (e.g., Bash scripting, environment differences), but the CLI commands are cross-platform. No critical functionality is missing for Linux/macOS users.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or default to CLI first in documentation to better reflect cross-platform usage.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Add brief notes or links for Linux/macOS users regarding shell differences (e.g., line continuation, file paths) if relevant.
  • Consider including Bash or shell scripting examples where appropriate, especially for automation scenarios.
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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Biased Biased

Flagged Code Snippets