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 page is generally cross-platform, with pivots for C#, Python, and Java, and instructions for both Windows and Linux. However, there is mild Windows bias: Windows-specific instructions (such as activating Python virtual environments) are shown before Linux equivalents, and there is a dedicated Powershell pivot, whereas there is no explicit Bash or Linux shell pivot. No critical steps are Windows-only, and Docker-based workflows are inherently cross-platform.
Recommendations
  • Present Linux/macOS instructions before or alongside Windows instructions, rather than after.
  • Add a Bash/Linux shell pivot or examples where Powershell is shown, to ensure parity.
  • Ensure all screenshots and code samples are available for Linux/macOS environments.
  • If a Powershell pivot is present, consider adding a Bash or generic shell pivot for symmetry.
  • Explicitly mention that all Docker commands work on Linux/macOS, and clarify any OS-specific differences.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets