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_tools
powershell_heavy
windows_first
Summary
The documentation page provides deployment instructions using both Azure CLI and Azure PowerShell, with full code samples for each. Azure PowerShell is a Windows-centric tool, and its inclusion as a primary tab alongside Azure CLI may suggest a Windows bias, especially since PowerShell is less commonly used on Linux for Azure resource management. There are no explicit Bash or shell script examples, nor is there mention of Linux-specific tools or workflows. The page does not clarify cross-platform compatibility for PowerShell, nor does it provide guidance for Linux users who may prefer Bash. The use of Cloud Shell mitigates some bias, as it is cross-platform, but the overall presentation favors Windows tools and patterns.
Recommendations
  • Add explicit Bash or shell script examples for deploying ARM templates, especially for Linux users.
  • Clarify that Azure PowerShell can be used on Linux and macOS, or note any limitations.
  • Include a section comparing Azure CLI, PowerShell, and Bash, and recommend the best tool for each platform.
  • Ensure that instructions and screenshots do not assume a Windows environment (e.g., avoid referencing Windows-only features or UI patterns).
  • Mention cross-platform compatibility in the prerequisites and deployment sections.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets