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
Summary
The documentation page demonstrates a bias toward Windows environments by providing PowerShell cmdlet examples (New-AzApiManagementBackend, Set-AzApiManagementBackend) for disabling certificate chain validation, without offering equivalent instructions or examples for Linux users (e.g., Azure CLI, Bash, or other cross-platform tools). Windows-specific tooling is referenced exclusively in the example, and no alternative is presented for Linux or macOS users.
Recommendations
  • Add Azure CLI examples for certificate management and backend configuration, especially for disabling certificate chain validation.
  • Include Bash or shell script equivalents for relevant operations.
  • Explicitly mention cross-platform options and tools, and provide guidance for Linux/macOS users alongside PowerShell instructions.
  • Ensure that REST API examples are accompanied by sample requests using curl or similar cross-platform tools.
  • Review and update documentation to present Windows and Linux options in parallel, rather than focusing on Windows tools first or exclusively.
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
2025-09-13 00:00 #110 completed Biased Biased
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
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