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 Bash and PowerShell examples for environment variable setup and cluster configuration, but consistently lists Bash first. There is no exclusive use of Windows tools or commands, and Linux users are not blocked from completing any steps. However, the inclusion of PowerShell examples and explicit mention of PowerShell as an option may indicate a slight Windows bias, especially since macOS/Linux users are expected to use Bash. No Linux-specific tools or patterns are omitted, and all commands are cross-platform.
Recommendations
  • Explicitly state that Bash examples apply to both Linux and macOS, and PowerShell is for Windows.
  • Consider listing Bash and PowerShell examples in random or alternating order to avoid perceived prioritization.
  • Add a note clarifying that all commands are cross-platform and tested on both Linux/macOS and Windows.
  • If possible, provide a single set of commands that work identically on all platforms to reduce duplication.
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets