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 page demonstrates a Windows bias by consistently presenting Azure PowerShell examples alongside or before Azure CLI, referencing PowerShell-specific commands and patterns, and mentioning Windows-centric tools (PowerShell, Azure portal) as primary options. While Azure CLI (cross-platform) is included, PowerShell examples are given equal or greater prominence, and no explicit Linux-specific shell or tool examples (e.g., pure Bash, curl without Azure CLI, or Linux desktop screenshots) are provided. The use of PowerShell and Windows patterns is pervasive, and Linux parity is not fully addressed.
Recommendations
  • Add explicit Linux/Bash-only examples for key workflows (e.g., using curl and jq without Azure CLI or PowerShell).
  • Include screenshots or instructions for Linux desktop environments where relevant.
  • Present Azure CLI (cross-platform) examples before PowerShell examples to signal platform neutrality.
  • Clarify that Azure CLI and curl commands work natively on Linux/macOS, and provide troubleshooting tips for those platforms.
  • Avoid language or patterns that assume PowerShell or Windows as the default environment.
  • Consider a dedicated section for Linux users, highlighting platform-specific nuances or 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
2026-01-11 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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-01 00:00 #67 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

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