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
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples are provided alongside Azure CLI and portal instructions, but PowerShell is a Windows-centric tool. In several sections, PowerShell instructions are presented before Azure CLI, which is cross-platform. The use of PowerShell-specific modules and commands (e.g., Az.KeyVault, New-AzKeyVault) reinforces the Windows orientation. There are no explicit Linux-only examples or references to Linux-native tools or shell environments (e.g., Bash), and screenshots are exclusively from the Azure portal, which is platform-agnostic but often associated with Windows workflows.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and more familiar to Linux users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide example shell environments (e.g., Bash) where appropriate.
  • Include notes or examples for Linux users, such as how to install Azure CLI on Linux, or how to run ARM template deployments from Bash.
  • Avoid using Windows-specific terminology or tools as the default; clarify that PowerShell is available cross-platform but is traditionally a Windows tool.
  • Where possible, add screenshots or references to Linux desktop environments to balance visual representation.
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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

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