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
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for certificate management and updates, without any equivalent Azure CLI or Bash examples. The troubleshooting steps and resolutions consistently reference the Azure portal and PowerShell, which are more commonly used on Windows, and do not mention Linux-specific workflows or tools. There is no guidance for Linux users or parity in command-line instructions.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all certificate management and update operations.
  • Include Bash script snippets where appropriate to demonstrate cross-platform compatibility.
  • Explicitly mention that all operations can be performed on Linux and macOS, and provide links to relevant CLI documentation.
  • Ensure troubleshooting steps reference both portal and CLI workflows, clarifying platform-agnostic approaches.
  • Review all command-line instructions to ensure they are not Windows-centric and provide alternatives for Linux users.
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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 Clean Clean
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