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 is generally cross-platform, but there are several areas where Windows and Windows-specific tools or patterns are mentioned first or exclusively. PowerShell is called out as a supported worker runtime, and some options (such as --managed-dependencies) are only available for PowerShell. There are warnings and guidance about Python packaging on Windows, and some instructions (such as certificate creation for --useHttps) imply Windows-centric workflows. In some cases, Windows behaviors or issues are described before Linux equivalents, and Docker usage is sometimes described in a way that assumes Windows as the local environment.
Recommendations
  • Ensure that examples and guidance for Linux/macOS environments are provided alongside Windows-specific notes, especially for areas like Docker usage, certificate creation, and Python packaging.
  • When describing platform-specific issues (e.g., Python packaging on Windows), offer equivalent Linux/macOS instructions and troubleshooting steps.
  • Where PowerShell or Windows-specific options are mentioned, clarify their applicability and provide parity for Bash/zsh or other shells if relevant.
  • Avoid presenting Windows tools or workflows before Linux/macOS equivalents unless there is a technical reason.
  • Explicitly note cross-platform support in introductory sections and command explanations.
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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