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_tools
windows_first
Summary
The documentation page demonstrates mild Windows bias, primarily in the 'For testing purposes only' section, where PowerShell scripts are mentioned alongside Bash, and in the linked tools for certificate generation, which often default to Windows-first approaches. While Azure CLI and Node.js tools are cross-platform, the explicit mention of PowerShell and the lack of explicit Linux command-line examples (e.g., OpenSSL for all certificate operations, Bash-only scripts) suggest a slight preference for Windows tooling and workflows.
Recommendations
  • Ensure all script/tool references are clearly marked as cross-platform, or provide separate instructions for Windows (PowerShell) and Linux/macOS (Bash).
  • When listing tools or scripts, alternate the order (e.g., mention Bash before PowerShell in some places) or group them as 'Bash/PowerShell' rather than listing PowerShell first.
  • Expand examples using OpenSSL or other standard Linux tools for certificate/key generation, especially in sections where only PowerShell or Windows-centric tools are mentioned.
  • Explicitly state the platform compatibility of each tool or script, and provide download/use instructions for both Windows and Linux users.
  • Where screenshots or UI instructions are given, ensure they are not Windows-specific or provide Linux/macOS equivalents if applicable.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets