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

Bias Types:
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by providing only PowerShell cmdlet examples (e.g., New-AzApiManagementBackend), with no equivalent CLI or scripting examples for Linux environments. There is no mention of cross-platform tools such as Azure CLI or Bash scripts, and the only automation guidance is via PowerShell, which is primarily a Windows tool. This could hinder Linux or macOS users seeking parity.
Recommendations:
  • Add equivalent Azure CLI examples for all PowerShell cmdlet instructions, especially for tasks like disabling certificate chain validation.
  • Include Bash script snippets or REST API curl examples to demonstrate cross-platform automation.
  • Explicitly mention that PowerShell Core is available cross-platform, or provide links to documentation for using PowerShell on Linux/macOS if PowerShell must be used.
  • Ensure that references to automation tools (e.g., 'You can also disable certificate chain validation by using the Backend REST API') are accompanied by concrete, cross-platform code samples.
  • Review all sections for implicit assumptions of a Windows environment and add clarifying notes or alternatives where needed.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-13 00:00 #110 completed ❌ Biased
2025-09-12 00:00 #109 completed ❌ Biased
2025-09-11 00:00 #108 completed ❌ Biased
2025-09-10 00:00 #107 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ❌ Biased
2025-07-13 20:48 #44 cancelled ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets