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
Summary
The documentation presents tutorials for Azure portal, Azure CLI, Azure PowerShell, and ARM templates. While Azure CLI is cross-platform, the inclusion of Azure PowerShell tutorials (which are traditionally Windows-centric, though now available cross-platform) and the ordering of sections (PowerShell before ARM templates) may indicate a slight Windows-first bias. No explicit Linux-specific tools or examples (such as Bash scripts or Linux shell commands) are provided, and PowerShell is featured as a primary automation method, which may reinforce Windows-centric patterns for users.
Recommendations
  • Add explicit Bash or shell script examples for Linux users alongside PowerShell scripts.
  • Clarify that Azure CLI works on both Windows and Linux, and provide platform-specific notes where relevant.
  • Consider reordering sections so that cross-platform tools (CLI, ARM templates) are presented before Windows-centric tools (PowerShell).
  • Include troubleshooting or usage notes for Linux environments, especially for automation and scripting.
  • Reference Linux-native tools or workflows where applicable, to encourage parity and inclusivity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets