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
windows_tools
powershell_heavy
Summary
The documentation is generally cross-platform, but there are several areas where Windows-specific tools, behaviors, and issues are mentioned before Linux equivalents or without Linux parity. Examples include references to PowerShell managed dependencies, Windows build issues for Python apps, and default behaviors that assume Windows environments (such as certificate creation for HTTPS). Windows-specific terminology (like 'command prompt') and tools are referenced more frequently, and Windows issues are discussed in detail, while Linux/macOS guidance is less prominent.
Recommendations
  • Ensure Linux/macOS-specific instructions and caveats are provided wherever Windows-specific issues are mentioned (e.g., Python packaging/build guidance).
  • Where Windows tools or behaviors are referenced (such as certificate creation, command prompt, PowerShell), add equivalent Linux/macOS instructions or clarify cross-platform differences.
  • When discussing managed dependencies or worker runtimes, clarify Linux/macOS support and provide examples for those platforms.
  • Review the order of examples and tool references to avoid consistently mentioning Windows first; alternate or group by platform where appropriate.
  • Add explicit notes or links for Linux/macOS users where friction or workarounds are required.
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Scan History

Date Scan Status Result
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
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
2026-02-04 00:00 #338 completed Biased Biased
2026-01-22 01:38 #286 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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
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