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_tools
missing_linux_example
windows_first
Summary
The documentation provides a detailed PowerShell script for certificate management, which is Windows-centric and does not offer equivalent Linux/macOS CLI or automation examples. All certificate creation and assignment steps are described using PowerShell, with no mention of alternatives like Azure CLI, OpenSSL, or Bash scripting. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer native tools.
Recommendations
  • Provide equivalent Azure CLI and Bash/OpenSSL examples for certificate creation, export, and assignment.
  • Include instructions for performing certificate management tasks on Linux/macOS, such as using OpenSSL to generate certificates and Azure CLI to update cluster identity.
  • Clearly indicate which steps are platform-specific and offer cross-platform alternatives where possible.
  • Reorder examples so that cross-platform (CLI/Bash) options are presented before or alongside PowerShell scripts.
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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
2026-01-11 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets