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 all major steps, but PowerShell examples are always shown immediately after Bash, and in some cases, the variable naming and structure are more tailored to PowerShell conventions. There is a slight 'Windows-first' bias in the ordering and presence of PowerShell examples, but Linux users are not blocked from completing any steps. All commands are cross-platform Azure CLI and kubectl, with no Windows-only tools or patterns.
Recommendations
  • Explicitly state that Bash examples are suitable for Linux/macOS and PowerShell for Windows, to guide users.
  • Consider showing Bash examples first, or grouping Bash and PowerShell examples side-by-side to avoid perceived prioritization.
  • Add a note clarifying that Azure CLI and kubectl commands work on Linux/macOS and Windows equally.
  • Where variable naming conventions differ, provide a brief explanation for Linux/macOS users.
  • Ensure that any platform-specific caveats (e.g., file paths, environment variable syntax) are called out.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets