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
windows_first
Summary
The documentation page exhibits mild Windows bias. PowerShell is the only command-line example provided for identifying a VM's associated key vault, with no equivalent Linux (Azure CLI or Bash) example. The reference to Azure BitLocker for Windows comes before dm-crypt for Linux in the ADE section, and Windows terminology/tools are mentioned first or exclusively in several places. There is no explicit Linux command-line example, and the documentation assumes familiarity with Windows-centric tools and patterns.
Recommendations
  • Add equivalent Azure CLI or Bash examples alongside PowerShell commands, especially for tasks like identifying the key vault associated with a VM.
  • When describing ADE, present Windows and Linux encryption mechanisms in parallel or alternate order to avoid Windows-first bias.
  • Explicitly mention Linux-specific considerations or troubleshooting steps where relevant.
  • Ensure screenshots and UI instructions are OS-neutral, or provide clarifying notes for Linux users if any steps differ.
  • Include links to Linux-focused documentation or quickstarts where appropriate.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets