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_tools
windows_first
Summary
The documentation page references Windows-specific tools (PowerShell cmdlets) for obtaining required values (tenantId and objectId) and mentions them exclusively in parameter descriptions, without providing Linux/macOS equivalents or Azure CLI alternatives. While both PowerShell and Azure CLI are shown for creating template specs, the instructions for prerequisite values (like objectId) are Windows/PowerShell-centric, which may cause friction for Linux/macOS users.
Recommendations
  • Provide Azure CLI commands for obtaining tenantId and objectId alongside PowerShell examples, e.g., 'az account show' for tenantId and 'az ad user show' or 'az ad sp show' for objectId.
  • Avoid referencing only PowerShell cmdlets in parameter descriptions; mention both PowerShell and CLI options.
  • Consider listing CLI examples before or alongside PowerShell to avoid implicit Windows-first ordering.
  • Add notes clarifying that both PowerShell and CLI are cross-platform, and provide links to installation instructions for Linux/macOS.
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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 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets