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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias in several areas. Script-based workflows for building and pushing custom container images are exclusively demonstrated using PowerShell (.ps1) scripts, with invocation examples given in PowerShell syntax. There are no equivalent Bash or shell script examples for Linux/macOS users, nor are cross-platform alternatives mentioned. The prerequisites and instructions repeatedly reference Docker Desktop (a tool most commonly used on Windows and macOS, less so on Linux) and do not mention Docker Engine or Linux-native workflows. The order of presentation and examples consistently favor Windows tooling and patterns, with Linux alternatives missing or relegated to manual steps. This may hinder accessibility and parity for Linux users.
Recommendations
  • Provide Bash/shell script equivalents for all PowerShell (.ps1) scripts, and include invocation examples for Linux/macOS terminals.
  • Explicitly mention Docker Engine as an alternative to Docker Desktop, and clarify platform-specific installation instructions.
  • Where scripts are referenced, indicate cross-platform compatibility or provide separate instructions for Windows (PowerShell) and Linux/macOS (Bash).
  • Ensure that all steps (including prerequisites and environment setup) are documented for both Windows and Linux users.
  • Add notes or tabs indicating which instructions are platform-specific, and present Linux/macOS examples alongside Windows examples.
  • Review referenced repositories and scripts to ensure they include Linux-compatible options and documentation.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
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