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 page demonstrates a moderate Windows bias. Windows tools and terminology (such as PowerShell cmdlets, Windows Defender, WSUS, and Windows Update) are mentioned more frequently and often before Linux equivalents. Several examples and instructions (e.g., backup/snapshot, disk encryption, key management) use Windows-centric tools or PowerShell cmdlets, with Linux alternatives either missing or referenced only in passing. Some sections (e.g., monitoring/diagnostics) focus on Windows VM extensions without equal coverage for Linux. Linux-specific guidance is present but less detailed and often secondary.
Recommendations
  • Provide Linux-specific command-line examples (e.g., Bash/CLI) alongside PowerShell cmdlets for tasks such as disk encryption, backup, and key management.
  • Mention Linux tools and update mechanisms (e.g., apt, yum, unattended-upgrades) when discussing VM patching and updates, not just Windows Update/WSUS.
  • Expand coverage of Linux monitoring and diagnostics extensions, including configuration and usage examples.
  • List antimalware solutions popular in Linux environments (e.g., ClamAV, Sophos) and provide integration steps, not just Windows Defender and Microsoft Antimalware.
  • Ensure that instructions and examples for Azure features (e.g., snapshots, encryption, JIT access) include both Windows and Linux VM scenarios, with parity in detail and clarity.
  • When referencing Azure Resource Manager templates or automation, include Linux-specific deployment and configuration patterns.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-19 13:51 #54 completed Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased