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 page exhibits a notable Windows bias in the 'container-windows' section. Windows-specific tools (Visual Studio, Windows Explorer), patterns (right-click context menus, font installation via GUI), and scripting (PowerShell .ps1 scripts) are used exclusively and described in detail. There are no equivalent Linux/macOS instructions or examples for building, testing, or deploying custom containers with OS-level integration (such as font installation). The Windows section is presented first, and Linux alternatives for tasks like font installation, project setup, and container orchestration are missing. The Linux section is more CLI-focused and general, but does not address scenarios requiring OS customization (like installing fonts) or provide parity for the Windows-specific workflow.
Recommendations
  • Add Linux/macOS equivalents for all major steps in the Windows workflow, including project setup, font installation, and container orchestration.
  • Provide examples using cross-platform tools (e.g., VS Code, CLI commands) instead of or alongside Windows-only tools like Visual Studio and Windows Explorer.
  • Include Linux-specific instructions for installing fonts in containers (e.g., using apt-get or fontconfig in Dockerfile).
  • Offer PowerShell script alternatives in Bash or shell scripts for Linux/macOS users.
  • Ensure that both Windows and Linux workflows are presented with equal detail and clarity, and consider presenting both pivots side-by-side or in parallel.
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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