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
windows_tools
Summary
The documentation consistently presents Windows-centric tools and patterns first, notably PowerShell, and provides detailed PowerShell scripts and usage examples. The Azure portal (a GUI, often used on Windows) is also emphasized. While Azure CLI examples are present and generally cross-platform, there is a clear tendency to list PowerShell before CLI, and scripting examples are more elaborate for PowerShell. There are no Linux-specific shell examples (e.g., Bash scripts), nor is there mention of Linux-native tools or patterns beyond the CLI. No explicit Linux bias or parity is shown.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI first to better support Linux users.
  • Provide equivalent Bash scripting examples for batch operations, especially where PowerShell scripts are shown.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide guidance for Linux users where appropriate.
  • Reference Linux-native tools (e.g., shell scripting, cron for automation) where relevant, especially in manual migration scenarios.
  • Ensure screenshots and GUI instructions are not Windows-specific (e.g., avoid showing Windows-only UI elements or file paths).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets