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 moderate Windows bias. Windows tools and patterns are referenced before or instead of Linux equivalents, such as mentioning 'elevated command prompt' and Docker on Windows, and providing explicit PowerShell examples. Linux-specific instructions and examples are either missing or only provided as Azure CLI commands, with little mention of Linux environments or shell usage. The troubleshooting steps and examples often assume a Windows context, and PowerShell is given parity with Bash, but not with other Linux shells.
Recommendations
  • Include explicit instructions for Linux users, such as running Docker commands in a Linux terminal and verifying Docker Engine on Linux.
  • When referencing command prompts, mention both Windows Command Prompt/PowerShell and Linux terminal/bash.
  • Provide Linux-specific troubleshooting steps where applicable (e.g., checking Docker installation, permissions, and environment variables on Linux).
  • Ensure examples are not Windows-centric; for instance, avoid phrases like 'elevated command prompt' without also mentioning 'sudo' for Linux.
  • Balance PowerShell and Bash examples, and consider including zsh/fish if relevant.
  • Reference Docker Desktop for both Windows and Linux, or clarify platform-specific instructions.
  • Add notes or callouts for platform differences in networking, file paths, and environment setup.
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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