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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific instructions (e.g., installing Windows updates, screenshots of Windows tools), PowerShell/Windows-centric scripting, and references to Windows VM management appear before Linux equivalents. Linux guidance is present but less detailed, often relegated to 'refer to distributor guidance' without concrete steps or examples. There are no Linux/macOS CLI or automation examples for tasks like bulk VM protection, and screenshots focus on Windows environments.
Recommendations
  • Provide explicit Linux/macOS examples for scripting and automation (e.g., Azure CLI, Bash, Python) alongside PowerShell.
  • Include screenshots and step-by-step instructions for Linux environments where applicable.
  • List Linux procedures and troubleshooting steps with equal detail as Windows (e.g., certificate updates, agent installation).
  • Ensure that references to tools (e.g., AzCopy, MARS agent) include Linux installation and usage instructions.
  • Alternate the order of Windows and Linux instructions, or present them side-by-side for parity.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets