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 exhibits Windows bias in several ways. The Windows container tutorial is presented first, with detailed steps using Visual Studio, Windows Explorer, and PowerShell scripts (InstallFont.ps1). The prerequisites and workflow are heavily oriented toward Windows tools, and there are no equivalent Linux examples for scenarios such as installing fonts or using non-Windows development environments. The Linux section is more generic, focusing on Docker and Azure CLI, and does not provide parity for OS-level customization or desktop tooling. There is also a lack of cross-referencing or guidance for users who may want to perform similar customizations on Linux containers.
Recommendations
  • Provide Linux-first or parallel examples for custom OS-level integrations, such as installing fonts or other system packages in Linux containers.
  • Include Linux development environment instructions (e.g., using VS Code, Linux file managers, Bash scripts) alongside Windows/Visual Studio steps.
  • Offer PowerShell alternatives for Linux (e.g., Bash scripts) and reference them in the relevant sections.
  • Ensure that prerequisite lists and setup instructions cover both Windows and Linux platforms equally, including Docker Desktop for Linux and common Linux distributions.
  • Add guidance for customizing Linux containers beyond basic Dockerfile edits, such as installing system packages, configuring environment variables, and troubleshooting OS-level integration issues.
  • Balance screenshots and walkthroughs between Windows and Linux environments to help users on both platforms.
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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