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 Windows bias by referencing PowerShell as a primary method for creating Key Vaults, requiring certificates in .PFX format (commonly used in Windows environments), and mentioning deployment via Visual Studio (a Windows-centric tool). There are no examples or instructions for Linux command-line tools (such as Azure CLI or Bash), nor guidance for certificate formats more common in Linux (.PEM, .CRT). The ordering and tool selection favor Windows users and workflows.
Recommendations
  • Add examples for creating Key Vaults and uploading certificates using Azure CLI and Bash scripts.
  • Include instructions for converting Linux certificate formats (.PEM, .CRT) to .PFX, or clarify cross-platform certificate requirements.
  • Mention and provide parity for Linux deployment methods, such as using Azure CLI or ARM templates from Linux environments.
  • List Linux tools and workflows alongside Windows tools (e.g., Visual Studio Code instead of Visual Studio).
  • Ensure that documentation does not assume use of Windows-only formats or tools, and provide guidance for both platforms equally.
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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 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