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
Summary
The documentation provides many PowerShell-based examples and instructions for key operations (such as deploying Resource Manager templates and managing Key Vault access policies), with no equivalent Bash/Azure CLI examples for Linux/macOS users. PowerShell commands are presented as the primary or only automation method, and are shown before mentioning CLI alternatives. This creates friction for users on non-Windows platforms.
Recommendations
  • Add Azure CLI (bash) equivalents for all PowerShell commands, especially for template deployments and Key Vault access policy management.
  • Where possible, present CLI and PowerShell examples side-by-side, or use tabs to allow users to select their preferred environment.
  • Clarify that all operations can be performed via Azure CLI on Linux/macOS, and provide links to relevant CLI documentation.
  • Review and update troubleshooting and automation sections to ensure parity for Linux/macOS users.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets