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
missing_linux_example
Summary
The documentation page shows a bias toward Windows and PowerShell environments. The ARM template deployment instructions exclusively use Azure PowerShell, with no Azure CLI or Bash example provided for Linux/macOS users. PowerShell is presented first and in more detail, while CLI instructions are only present for Bicep deployments and not for ARM templates. There is no mention of using Bash or native Linux shell for ARM template deployment, and Windows-centric patterns (e.g., PowerShell, 'Right-click and Paste') are described before any Linux alternatives. This may make it less accessible for Linux users or those who prefer CLI over PowerShell.
Recommendations
  • Add Azure CLI/Bash examples for ARM template deployment, not just for Bicep.
  • Present CLI and PowerShell instructions side-by-side or in parallel tabs for both ARM and Bicep, rather than PowerShell-first.
  • Include explicit instructions for Linux/macOS users, such as how to run CLI commands in Bash or Zsh.
  • Avoid Windows-specific UI instructions (e.g., 'Right-click and Paste') or provide Linux/macOS equivalents.
  • Ensure all code blocks and deployment steps have parity between PowerShell and CLI/Bash.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
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

Flagged Code Snippets