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_tools
windows_first
Summary
The documentation page exhibits mild Windows bias by referencing the 'Windows Azure Service Management API' in a security warning and mentioning Windows-specific terminology. Additionally, the Azure PowerShell section appears before the Azure CLI section, which may be interpreted as a subtle prioritization of Windows tooling, though both CLI and Python examples are provided and are cross-platform.
Recommendations
  • Replace or clarify references to 'Windows Azure Service Management API' to indicate platform neutrality or provide equivalent Linux/macOS context.
  • Present Azure CLI examples before or alongside PowerShell examples, as CLI is natively cross-platform.
  • Explicitly state that Azure CLI and Python examples work on Linux/macOS, and provide links or notes for installation on those platforms.
  • Remove or rephrase Windows-centric terminology in security warnings and general guidance.
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 Biased Biased

Flagged Code Snippets