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
missing_linux_example
Summary
The documentation page demonstrates a clear Windows bias in the 'container-windows' pivot. Windows instructions are presented first, with exclusive use of Windows-specific tools (Visual Studio, Windows Explorer), patterns (right-click, Solution Explorer), and scripting (PowerShell). There are no Linux equivalents or cross-platform alternatives provided in the Windows section, and the workflow is tightly coupled to Windows development environments. The Linux section is separate and more CLI-focused, but the Windows section does not acknowledge or offer parity for Linux users wishing to build Windows containers.
Recommendations
  • Add cross-platform instructions for building and running Windows containers, such as using Docker CLI and VS Code on Linux/macOS.
  • Provide PowerShell script alternatives or equivalents for Bash, where possible, or note platform limitations.
  • Include guidance for users who may be developing on Linux/macOS but need to target Windows containers (e.g., remote Docker hosts, Azure DevOps pipelines).
  • Reference open-source or cross-platform tools (e.g., VS Code, Docker Desktop for Mac/Linux) alongside Visual Studio.
  • Clarify which steps are strictly Windows-only and suggest workarounds or alternatives for non-Windows environments.
  • Ensure parity in troubleshooting and diagnostic steps (e.g., log streaming) across both Windows and Linux pivots.
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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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-08-17 00:01 #83 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