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
Summary
The documentation provides both Bash and PowerShell examples for key commands, but PowerShell examples are given equal prominence and detail as Bash, which may indicate a bias towards Windows users. The use of PowerShell tabs and examples throughout the page, especially for Azure CLI commands, suggests a Windows-centric approach. However, Linux-specific instructions (such as editing k3s config files and restarting services) are present, showing some Linux consideration. There is no exclusive use of Windows tools, but the parity between Bash and PowerShell examples could be improved by clarifying platform applicability and prioritizing Bash (Linux) examples where appropriate.
Recommendations
  • Clearly indicate which examples are intended for which platforms (e.g., Bash for Linux/macOS, PowerShell for Windows).
  • Present Bash (Linux) examples before PowerShell (Windows) examples to emphasize cross-platform support.
  • Add explicit notes about platform compatibility for each command block.
  • Ensure that all Linux-specific steps (such as file editing and service management) are grouped and clearly marked for Linux users.
  • Consider adding a summary table or section outlining differences in steps for Windows vs. Linux environments, if any exist.
  • Review the use of PowerShell tabs and ensure they are only present where Windows-specific instructions are necessary.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets