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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a notable Windows bias, especially in the 'Create token and use with API call' section, where only Azure PowerShell scripts are provided for generating OAuth tokens and calling APIs. There are no equivalent examples for Linux/macOS users (e.g., Bash/cURL), and PowerShell is a Windows-centric tool, despite its cross-platform availability. The use of Azure portal instructions also assumes familiarity with Windows-style GUI navigation, and Windows tools/patterns are mentioned exclusively and first.
Recommendations
  • Provide Bash/cURL examples for generating tokens and calling APIs, alongside PowerShell scripts.
  • Explicitly mention that PowerShell Core is available cross-platform, and clarify any Windows-specific requirements.
  • Add CLI-based instructions (e.g., Azure CLI, Bash) for steps currently described only via the Azure portal.
  • Ensure that Linux/macOS users have clear, step-by-step guidance for all critical operations.
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
2025-07-15 00:00 #51 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets