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
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a significant Windows bias. PowerShell is the only command-line example provided for configuring Application Gateway with Key Vault certificates, with no equivalent Azure CLI (cross-platform) or Bash/Linux shell examples. The narrative and examples prioritize Windows-centric tools and workflows (PowerShell, Azure portal), and there is no mention of Linux-specific considerations or parity in the walkthroughs. This may hinder Linux users or those preferring cross-platform automation tools.
Recommendations:
  • Provide equivalent Azure CLI examples for all PowerShell command sequences, especially for certificate referencing and managed identity configuration.
  • Include Bash or shell script snippets where relevant, or clarify that Azure CLI commands are cross-platform.
  • When listing tools or methods (e.g., PowerShell, CLI, ARM templates), avoid listing Windows-specific tools first or exclusively; present Azure CLI and ARM/Bicep as primary, cross-platform options.
  • Explicitly mention that the steps are applicable on both Windows and Linux, or highlight any OS-specific considerations.
  • Add a 'Linux/CLI Example' section parallel to the PowerShell example, ensuring Linux users have clear, actionable guidance.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-12 00:00 #109 completed ✅ Clean
2025-08-12 00:00 #78 in_progress ❌ Biased
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ❌ Biased
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ❌ Biased
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ❌ Biased
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ❌ Biased
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-29 00:01 #64 completed ✅ Clean
2025-07-28 00:00 #63 completed ✅ Clean
2025-07-27 00:00 #62 completed ✅ Clean
2025-07-26 00:01 #61 completed ✅ Clean
2025-07-25 00:00 #60 completed ✅ Clean
2025-07-24 00:00 #59 completed ✅ Clean
2025-07-23 00:00 #58 completed ✅ Clean
2025-07-22 00:01 #57 completed ✅ Clean
2025-07-21 00:00 #56 completed ❌ Biased
2025-07-19 13:51 #54 completed ✅ Clean
2025-07-17 00:00 #53 completed ❌ Biased
2025-07-16 00:00 #52 completed ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets