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
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell as the only CLI method for creating Key Vaults, omitting Linux/macOS equivalents such as Azure CLI or Bash. The deployment options list PowerShell and Visual Studio (Windows tools) before mentioning templates, with no explicit mention of Linux-friendly tools or examples. There are no Linux/macOS-specific instructions or examples for certificate management or deployment.
Recommendations
  • Add instructions and examples for using Azure CLI (az) to create Key Vaults and upload certificates, which work cross-platform.
  • Include Bash or shell script examples for certificate management tasks.
  • Mention Linux/macOS compatibility explicitly in relevant sections.
  • List deployment options in a neutral order, or highlight cross-platform tools first (e.g., Azure CLI, ARM templates).
  • Provide guidance for converting certificate formats using OpenSSL, which is standard on Linux/macOS.
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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