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 primarily referencing the Azure portal (a GUI tool most commonly used on Windows), mentioning Azure PowerShell before Azure CLI and REST API as alternative deployment methods, and linking to a 'Deploy templates' page that is focused on PowerShell. There is a lack of explicit Linux-focused instructions or examples, and no mention of Linux-specific patterns or tools. While Azure CLI is used in some examples, it is not presented as the primary method, and there is no guidance for Linux users regarding environment setup or command-line usage.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and more commonly used on Linux.
  • Include explicit instructions for deploying ARM templates using Azure CLI on Linux and macOS, with terminal screenshots or step-by-step guidance.
  • Add references to Linux-specific documentation or setup guides for Azure CLI.
  • Ensure that links to deployment methods include both PowerShell and CLI options, and clarify which are cross-platform.
  • Mention that the Azure portal is accessible from any OS via browser, but highlight CLI as a first-class option for Linux users.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Clean Clean
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