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 consistently presents PowerShell examples before Azure CLI examples in each section, and PowerShell is a Windows-centric tool. While Azure CLI is cross-platform and provided, the ordering and emphasis may subtly prioritize Windows users. No sections are Windows-only, and Linux/macOS users can complete all tasks using Azure CLI or REST API.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to reflect its cross-platform nature.
  • Explicitly state that Azure CLI works on Linux/macOS and provide installation/use links for non-Windows platforms.
  • Add notes clarifying that PowerShell Core is available cross-platform, or recommend Azure CLI for Linux/macOS users.
  • Consider grouping examples by platform (Windows, Linux/macOS) or by tool type, to make parity clear.
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 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 Clean Clean

Flagged Code Snippets