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 strong Windows and PowerShell bias. Troubleshooting steps and examples are almost exclusively provided for PowerShell, with no equivalent CLI or Bash/Linux instructions. Windows tools and patterns (such as PowerShell modules, commands, and host file editing) are mentioned first and often exclusively. Linux/Mac issues are only referenced in the context of a specific error, with no proactive guidance or parity in setup and troubleshooting steps.
Recommendations
  • Provide equivalent Azure CLI and Bash examples for all PowerShell commands and procedures.
  • Include Linux and Mac-specific setup and troubleshooting steps (e.g., validating Python and certificate stores, using curl/ping, editing /etc/hosts).
  • Structure troubleshooting tables and sections to present Windows and Linux/Mac solutions side-by-side or in parallel.
  • Reference cross-platform tools and modules where possible, and clarify when a step is Windows-specific.
  • Add explicit guidance for installing and configuring required tools (e.g., Azure CLI, OpenSSL) on Linux and Mac clients.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased