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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by providing automation examples and references primarily using Azure PowerShell, with no mention of Linux-native tools or CLI equivalents. Windows-centric tools (PowerShell, Visio) are referenced, and automation steps (such as private endpoint approval and trigger management) are described using PowerShell scripts, without offering Bash, Azure CLI, or cross-platform alternatives. The order of presentation also favors Windows tools first, and there is a lack of explicit Linux or cross-platform guidance.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts alongside PowerShell instructions for all automation and deployment steps.
  • Reference cross-platform tools for architecture diagrams (e.g., draw.io, Lucidchart) in addition to Visio.
  • Explicitly mention that all steps can be performed on Linux and macOS, and provide links to relevant documentation.
  • Where APIs are referenced (such as approval API), show usage via REST calls or curl, not just PowerShell.
  • Ensure that automation and scripting guidance is platform-neutral, or at least offer parity between Windows and Linux approaches.
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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