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 presents Azure PowerShell examples before Azure CLI, which is more commonly used on Linux and cross-platform environments. There are no Bash or Linux-specific shell examples, and the PowerShell section is labeled and presented first, suggesting a Windows-centric approach. No mention is made of Linux tools or workflows, and all command-line examples are either PowerShell or Azure CLI, with no explicit Linux context.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as Azure CLI is cross-platform and widely used on Linux.
  • Include explicit Bash/Linux shell examples, especially for users working in Linux environments.
  • Add a note clarifying that Azure CLI commands can be run on Windows, Linux, and macOS, and provide guidance for Linux users if there are any differences.
  • Ensure parity in documentation by referencing both Windows and Linux environments where relevant, and avoid assuming PowerShell as the default shell.
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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
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed 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 Biased Biased

Flagged Code Snippets