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 consistently presents both Azure PowerShell and Azure CLI examples for all operations, but PowerShell is always listed first and receives equal or greater emphasis. There are no explicit Linux-specific instructions, nor are there examples for Bash scripting, Linux shell environments, or platform-specific considerations. The use of PowerShell as a primary example and the absence of Linux/Bash-specific guidance may create a subtle bias toward Windows users.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI first to better reflect cross-platform usage.
  • Explicitly mention that Azure CLI commands work identically on Windows, Linux, and macOS, and provide sample Bash syntax where relevant (e.g., variable assignment, file paths).
  • Add notes or sections for Linux/macOS users, such as guidance on file permissions, path formats, and shell integration.
  • Include troubleshooting tips for common Linux-specific issues (e.g., case sensitivity, permission errors).
  • Clarify that PowerShell is available cross-platform, but that Bash is the default shell on most Linux distributions.
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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 Clean Clean

Flagged Code Snippets