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
missing_linux_example
Summary
The documentation generally aims for cross-platform parity but exhibits some Windows bias. Windows/Powershell commands are often presented before Linux equivalents, and some instructions reference Windows-specific tools or patterns (e.g., PowerShell, 'py' launcher). In a few places, Linux/Bash examples are present but not always given equal prominence. There are also sections where only Windows or Windows/macOS scenarios are discussed, with Linux implications implied but not always explicitly addressed.
Recommendations
  • Present Linux/Bash and Windows/PowerShell/Cmd examples side-by-side or in parallel tabs, always including both where relevant.
  • Avoid listing Windows commands or tools first by default; alternate or use neutral ordering.
  • Where 'py' (Windows Python launcher) is referenced, also show the equivalent 'python3' usage for Linux/macOS.
  • When discussing issues like 'pip freeze' or platform-specific dependencies, provide explicit Linux/macOS guidance, not just warnings about Windows.
  • Ensure that all troubleshooting steps and mitigations are clearly described for both Windows and Linux/macOS users, including any file paths, commands, or environment variable settings.
  • Review for any implicit assumptions that the user is on Windows (e.g., references to Visual Studio Code settings or file paths) and clarify for Linux/macOS where needed.
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Biased Biased
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets