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 mentions both Windows and Linux VM support, but in the 'Prepare VMs' section, instructions for updating certificates are given for Windows first, with explicit steps ('install the latest Windows updates'), while Linux guidance is generic ('follow distributor guidance'). No command-line examples (PowerShell, Bash) are present, and no Windows-only tools are referenced. The ordering and specificity of instructions show a subtle Windows-first bias.
Recommendations
  • Provide equally detailed steps for Linux VMs, such as specific commands to update certificates and CRLs (e.g., using apt, yum, or update-ca-certificates).
  • Alternate the order of Windows and Linux instructions in sections where both are relevant, or present them in parallel.
  • Include links to official Linux documentation for certificate management, similar to the Windows update guidance.
  • If mentioning Windows update, also mention common Linux update commands (e.g., 'sudo apt update && sudo apt upgrade').
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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