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
Summary
The documentation demonstrates a mild Windows bias in the 'Prepare VMs' section, where instructions for ensuring up-to-date certificates and CRLs are given for Windows VMs first, with explicit mention of installing Windows updates. Linux guidance is less specific, simply referring users to distributor documentation. No command-line examples (PowerShell, Bash, CLI) are provided for either platform, and no Windows-specific tools or patterns dominate the tutorial. However, the ordering and specificity of instructions favor Windows.
Recommendations
  • Provide equally detailed instructions for Linux VMs, such as example commands for updating certificates and CRLs (e.g., using 'update-ca-certificates' or 'yum update ca-certificates').
  • Alternate the ordering of Windows and Linux instructions, or present them side-by-side to avoid implicit prioritization.
  • Include explicit Linux examples where Windows examples are given, ensuring parity in actionable guidance.
  • Review other sections for similar ordering or specificity issues and adjust to present both platforms with equal clarity.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets