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 demonstrates a Windows bias by focusing on Windows-centric tools and workflows, such as Visual Studio, PowerShell, and Windows Update artifacts. All step-by-step instructions and screenshots use Visual Studio, with no mention of cross-platform alternatives like VS Code or CLI-based workflows. The sample scenario and artifacts are Windows-specific, and Linux equivalents (e.g., Linux update artifacts) are not discussed. PowerShell is referenced as a primary automation tool, and Linux shell or Bash alternatives are absent.
Recommendations
  • Add equivalent examples and instructions for Linux environments, such as using VS Code, Azure CLI, or other cross-platform editors.
  • Include Linux-specific artifacts (e.g., Linux update or patching artifacts) in sample scenarios and walkthroughs.
  • Provide step-by-step deployment and configuration instructions for Linux users, including screenshots and commands for Bash or CLI workflows.
  • Reference cross-platform automation tools (e.g., Azure CLI, Bash scripts) alongside PowerShell, and avoid presenting Windows tools first or exclusively.
  • Ensure parity in documentation by explicitly mentioning support for both Windows and Linux VMs in DevTest Labs and Azure Functions scenarios.
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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