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 all steps, but PowerShell is given equal prominence to CLI, despite PowerShell being primarily a Windows tool. There is no mention of Linux-specific patterns, shell environments, or considerations. The examples and instructions do not clarify that Azure CLI is cross-platform and more native to Linux/macOS, while PowerShell is Windows-centric. No Linux-specific guidance or troubleshooting is provided.
Recommendations
  • Explicitly state that Azure CLI is cross-platform and works natively on Linux/macOS, while PowerShell is primarily for Windows.
  • List Azure CLI examples first, as it is the default for Linux/macOS users.
  • Add a note or section for Linux users, including installation instructions for Azure CLI on Linux.
  • Clarify that PowerShell examples are for users who prefer or require Windows tooling.
  • Provide troubleshooting tips or links for common Linux issues (e.g., file permissions, shell differences).
  • Avoid implying parity between PowerShell and CLI unless both are equally supported on all platforms.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets