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 provides command examples for multiple platforms, but Windows-specific instructions (Cmd, PowerShell) are consistently included and sometimes presented before Linux/macOS equivalents. There are multiple tabs for Windows command shells (Cmd, PowerShell, bash), and Windows tools/patterns (such as 'py' for Python, Windows path separators, and PowerShell variable assignment) are explicitly shown. Linux/macOS instructions are present but sometimes less detailed, and Windows command patterns are given equal or greater prominence.
Recommendations
  • Ensure Linux/macOS examples are always presented first or in parallel with Windows examples, especially in tabbed sections.
  • Where possible, provide cross-platform commands using POSIX-compliant syntax and avoid Windows-specific tools or patterns unless necessary.
  • Clarify which commands apply to which platforms, and avoid assuming Windows as the default environment.
  • For Python virtual environment activation, prefer showing the most common Linux/macOS pattern first, and ensure Windows instructions use both bash and Cmd/PowerShell accurately.
  • Consider adding explicit notes about differences in file paths, shell syntax, and environment activation between platforms.
  • Audit all command examples to ensure Linux parity and that no steps are omitted for Linux/macOS users.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets