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
Summary
The documentation is generally cross-platform and covers both Windows and Linux scenarios for Azure isolation. However, there is a mild Windows bias in several areas: Windows terminology and technologies (e.g., Hyper-V, Windows Firewall, BitLocker, Windows Server) are mentioned first or exclusively in some technical explanations, and PowerShell is referenced as a primary management tool before Azure CLI. Some examples and technical details (especially in compute isolation and disk encryption) are described with a Windows-first perspective, even when Linux equivalents exist and are supported.
Recommendations
  • Ensure Linux tools and patterns (e.g., Azure CLI, SSH, DM-Crypt) are mentioned alongside or before Windows/PowerShell equivalents where both are supported.
  • When describing technical architecture (e.g., firewalls, disk encryption), provide equal detail for Linux technologies (e.g., iptables, DM-Crypt) as for Windows ones.
  • In management instructions, alternate or parallelize examples for Azure CLI and PowerShell, and clarify when both are supported.
  • Review sections that reference Windows-specific technologies (e.g., Hyper-V, Windows Firewall) to ensure Linux equivalents (e.g., KVM, iptables) are referenced where applicable, or clarify if the underlying platform is Windows-only.
  • Where examples or links are provided for VM provisioning, disk encryption, or remote access, ensure Linux scenarios are equally represented and not relegated to secondary mentions.
GitHub Create Pull Request

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