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_first
Summary
The documentation generally covers both Windows and Linux Azure VMs with encrypted disks, referencing both ADE (BitLocker for Windows, dm-crypt for Linux) and platform/customer-managed keys. However, there is a notable bias in example commands: the only explicit command-line example for identifying a VM's associated Key Vault uses PowerShell, with no equivalent Azure CLI or Bash example provided. Additionally, PowerShell is mentioned before Azure CLI in the section about setting access policies, and screenshots and instructions are portal-centric, which is neutral but may favor Windows users slightly.
Recommendations
  • Provide equivalent Azure CLI and Bash examples alongside PowerShell commands, especially for tasks like identifying the Key Vault associated with a VM.
  • When mentioning automation options, list Azure CLI and Bash alternatives before or alongside PowerShell to avoid Windows-first ordering.
  • Add explicit Linux/macOS-friendly instructions or notes where relevant, such as command syntax differences or prerequisites.
  • Ensure that all command-line examples are available for both Windows and Linux users, and clarify any OS-specific requirements.
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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