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
windows_tools
Summary
The documentation page demonstrates a Windows bias by presenting PowerShell examples before Azure CLI, referencing the Az PowerShell module prominently, and using Windows-centric scripting patterns. The Azure portal instructions also implicitly favor Windows users. There are no explicit Linux shell examples (e.g., Bash-specific syntax), nor is there mention of Linux-specific tooling or usage patterns.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first to improve parity.
  • Explicitly mention that Azure CLI commands work cross-platform (Windows, Linux, macOS) and provide Bash-specific variable syntax where appropriate.
  • Include Linux/Bash-specific notes, such as differences in environment variable usage or shell quoting.
  • Add a section or note highlighting Linux compatibility and usage patterns for managing private endpoint connections.
  • Consider providing examples using other automation tools common on Linux (e.g., scripting with Bash, using REST API via curl).
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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