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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell as a primary method for creating Key Vaults, omitting equivalent Linux/CLI examples. The certificate format required is .PFX, which is most commonly associated with Windows environments. Deployment options prioritize Windows-centric tools (PowerShell, Visual Studio) and do not provide parity for Linux users (e.g., Azure CLI, Bash scripts). There are no examples or instructions for Linux users on how to generate, upload, or manage certificates.
Recommendations
  • Include Azure CLI examples alongside PowerShell for creating and managing Key Vaults and certificates.
  • Provide instructions or references for generating .PFX certificates on Linux (e.g., using OpenSSL).
  • List Linux-friendly deployment options (e.g., Bash, Azure CLI) alongside or before Windows tools.
  • Add explicit Linux/macOS command-line examples for uploading and referencing certificates.
  • Clarify that .PFX files can be generated and used cross-platform, and provide guidance for non-Windows environments.
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets