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
Summary
The documentation provides PowerShell-only examples for disabling certificate chain validation, with no equivalent CLI, Bash, or Linux-native instructions. The use of PowerShell cmdlets (New-AzApiManagementBackend, Set-AzApiManagementBackend) assumes a Windows environment or requires extra setup on Linux. There are no examples using Azure CLI, REST with curl, or other cross-platform tools.
Recommendations
  • Add equivalent examples using Azure CLI (az apim), which is cross-platform and commonly used on Linux/macOS.
  • Provide REST API examples using curl or httpie to demonstrate how to perform the same actions without PowerShell.
  • Explicitly mention that PowerShell can be installed on Linux/macOS, or link to installation instructions if PowerShell is the only option.
  • Ensure that all code snippets are accompanied by both Windows/PowerShell and Linux/Bash/Azure CLI alternatives where possible.
  • Review the documentation for any other Windows-centric terminology or screenshots and provide Linux-agnostic alternatives.
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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