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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples and references are given equal prominence to Azure CLI, but PowerShell is a Windows-centric tool. In several sections, PowerShell is listed before Azure CLI, and there is extensive use of PowerShell-specific modules and commands. The documentation also references the Azure portal, which is cross-platform but often associated with Windows workflows. There are no explicit Linux shell (bash) or scripting examples, nor any mention of Linux-specific tools or considerations.
Recommendations
  • Provide bash shell examples alongside PowerShell, especially for ARM template deployments and Azure Key Vault operations.
  • Clarify that Azure CLI commands work natively on Linux and macOS, and provide installation or usage notes for those platforms.
  • Where PowerShell is referenced, note that PowerShell Core is available cross-platform, and provide guidance for Linux/macOS users.
  • Consider listing Azure CLI examples before PowerShell, as CLI is more universally available across platforms.
  • Add explicit notes or sections for Linux users, such as environment setup, authentication, and scripting best practices.
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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 Clean Clean
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean

Flagged Code Snippets