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 demonstrates a Windows bias by referencing Windows-specific tools and patterns, such as 'elevated command prompt' and Docker on Windows, and by providing PowerShell examples alongside Azure CLI. Linux-specific instructions (e.g., running Docker on Linux, using Bash) are either missing or appear after Windows/PowerShell references. The troubleshooting steps and examples frequently assume a Windows environment, with little to no parity for Linux users.
Recommendations
  • Add explicit instructions and examples for Linux environments, such as running Docker commands in a Linux terminal and verifying Docker Engine status on Linux.
  • Present Bash/Azure CLI examples before PowerShell examples, or side-by-side, to avoid Windows-first ordering.
  • Avoid references to 'elevated command prompt' and instead use platform-neutral language like 'terminal' or provide both Windows and Linux equivalents.
  • Include troubleshooting steps and tool references for Linux users (e.g., how to check Docker status on Linux, common Linux errors).
  • Ensure parity in all code samples and instructions, so that both Windows and Linux users can follow along without ambiguity.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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