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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for verifying results, but the PowerShell tab is given equal prominence to the CLI tab, and PowerShell is a Windows-centric tool. There are no explicit Linux shell examples (e.g., bash, zsh), nor is there mention of Linux-specific patterns or tools. The CLI examples are generic and cross-platform, but the presence of PowerShell examples may suggest a slight Windows bias, especially for users who expect Linux-first guidance in cloud automation contexts.
Recommendations
  • Clarify that Azure CLI commands work on Windows, macOS, and Linux, and provide explicit bash/zsh examples where relevant.
  • Consider listing Azure CLI (bash) examples before PowerShell examples, as CLI is more cross-platform.
  • Add notes or tabs for Linux shell usage, especially for environment variable assignment and command syntax differences.
  • Avoid assuming PowerShell usage unless specifically targeting Windows users; make Linux usage explicit in verification and scripting steps.
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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