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_tools
powershell_heavy
windows_first
Summary
The documentation page shows moderate Windows bias. It provides migration guidance for several SDKs and tools, but Windows-centric tools (PowerShell, Visual Studio, Data Lake Tools for Visual Studio) are given dedicated sections and detailed migration steps. The PowerShell section is the only command-line automation example outside of Azure CLI, and Windows tools are listed before their Linux/macOS equivalents (e.g., Visual Studio before IntelliJ/Eclipse). There are no Bash or Linux-specific examples for automation, and no mention of Linux-native scripting or management tools.
Recommendations
  • Add migration guidance for Linux/macOS users, such as Bash scripts or examples using the Azure CLI for all relevant operations (not just role assignment).
  • Include parity for Linux-native tools (e.g., instructions for using SDKs on Linux, or alternatives to PowerShell for automation).
  • Reorder tool sections to avoid consistently listing Windows tools first; alternate ordering or group by platform.
  • Provide explicit notes or links for Linux/macOS users where Windows-only tools (PowerShell, Visual Studio) are referenced.
  • Add troubleshooting guidance for common Linux/macOS issues (e.g., permissions, environment setup).
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets