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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several areas: Windows technologies (Hyper-V, BitLocker, Windows Firewall) are discussed in greater detail and often before their Linux equivalents; Windows-specific tools and patterns (PowerShell, RDP) are mentioned more frequently and sometimes as the default; examples and instructions for Linux (e.g., disk encryption, VM provisioning) are present but less detailed or appear after Windows instructions; and some sections lack Linux-specific examples or guidance, especially for advanced features and security controls.
Recommendations
  • Ensure Linux examples and instructions are provided alongside Windows examples, with equal detail and prominence.
  • When describing Azure features or security controls, mention Linux-compatible tools and technologies (e.g., SSH, iptables, SELinux, DM-Crypt) before or alongside Windows equivalents.
  • Avoid defaulting to Windows terminology (e.g., 'Windows Firewall', 'PowerShell') when cross-platform alternatives exist; use generic or platform-neutral terms where possible.
  • Provide explicit Linux command-line examples (e.g., Azure CLI, bash scripts) in addition to PowerShell, especially in sections about VM provisioning, disk encryption, and network configuration.
  • Clarify parity and limitations between Windows and Linux for all features, especially in security, encryption, and management tooling.
  • Review and update references to third-party tools and documentation to include Linux-focused solutions and best practices.
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Clean Clean
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Clean Clean
2026-02-03 00:00 #334 completed Clean Clean
2026-02-02 00:00 #330 completed Clean Clean
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Clean Clean
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 Clean Clean
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
2025-08-17 00:01 #83 cancelled 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