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

Bias Types:
⚠️ windows_first
Summary:
The documentation generally maintains parity between Windows and Linux, but in the 'Prepare VMs' section, instructions for updating certificates are presented with Windows guidance first, followed by Linux. No command-line examples are given for either OS, and no PowerShell or Windows-specific tooling is used elsewhere. However, the order of presentation subtly prioritizes Windows.
Recommendations:
  • Present Windows and Linux instructions in parallel or alternate the order in which they are mentioned to avoid implicit prioritization.
  • Where possible, provide explicit, concrete examples for both Windows (e.g., using Windows Update) and Linux (e.g., using apt, yum, or update-ca-certificates) to ensure clarity and parity.
  • Review all sections to ensure that Linux is not consistently mentioned after Windows, and that both platforms receive equal prominence in prerequisites and procedural steps.
  • If screenshots or UI elements are OS-specific, include examples for both Windows and Linux VMs where relevant.
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Scan History

Date Scan ID Status Bias Status
2025-09-03 00:00 #100 completed ✅ Clean
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

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