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 by prioritizing PowerShell-based deployment instructions and referencing Windows-centric tools and patterns. The manual deployment section provides detailed steps for PowerShell (Windows) and Python, but the PowerShell instructions are more prominent and detailed, and there is no mention of Linux shell or cross-platform alternatives. The prerequisites and configuration steps reference Windows-specific concepts (e.g., workspace keys via agent-windows), and there are no explicit Linux or bash examples or instructions. The Python deployment requires Visual Studio Code, which is cross-platform, but no Linux-specific guidance is given.
Recommendations
  • Add explicit Linux/bash shell deployment instructions alongside PowerShell, especially for manual deployments.
  • Include examples using Linux tools (e.g., Azure CLI in bash) and clarify cross-platform compatibility for all steps.
  • Reference Linux agents and provide parity in documentation for workspace key retrieval and other operations.
  • Ensure that all code samples and configuration steps are validated and documented for both Windows and Linux environments.
  • Consider reordering sections so that cross-platform or Linux instructions are presented before or alongside Windows/PowerShell instructions.
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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
2025-07-12 23:44 #41 cancelled Biased Biased