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 demonstrates a Windows bias in several areas. Scripted examples for building and pushing custom container images are provided exclusively as PowerShell (.ps1) scripts, with invocation instructions using PowerShell syntax. There are repeated references to 'Docker Desktop', which is primarily a Windows/Mac tool, and no mention of Docker Engine or Linux-native workflows. There are no equivalent Bash or shell script examples, nor instructions for Linux users. The order of presentation and examples consistently favors Windows tooling and workflows, leaving Linux users without clear guidance.
Recommendations
  • Provide equivalent Bash/shell script examples for building and pushing images, including invocation instructions for Linux/macOS users.
  • Mention Docker Engine as an alternative to Docker Desktop, and clarify platform requirements for each.
  • Add explicit instructions for running the quickstart scripts on Linux, including prerequisites and command syntax.
  • Ensure all CLI examples (Azure CLI, Docker) are shown in both Windows (PowerShell) and Linux (Bash) formats where appropriate.
  • Review all references to tools and workflows to ensure Linux parity and avoid assuming a Windows-first environment.
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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