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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias, especially in the initial provisioning steps. Azure PowerShell and the AzureAD module are used exclusively for service principal provisioning, with no mention of Linux/macOS alternatives (such as Azure CLI or cross-platform scripting). The only command-line examples are PowerShell-based, and the prerequisite section references Azure PowerShell requirements. No Linux or macOS-specific instructions or parity examples are provided, and Windows-centric tooling is presented first and exclusively.
Recommendations
  • Provide equivalent Azure CLI commands for service principal provisioning, which work on Linux/macOS as well as Windows.
  • Add notes or sections indicating how to complete each step on Linux/macOS, including installation and authentication instructions for Azure CLI.
  • Where PowerShell is referenced, offer alternative cross-platform scripting options or clarify that Azure CLI is recommended for non-Windows users.
  • Review all command-line examples and ensure Linux/macOS users are not blocked or forced to use Windows tools.
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 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets