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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for configuring public network access, referencing Windows tools and patterns (such as PowerShell DSC and Log Analytics agent for Windows) before or more prominently than their Linux equivalents, and omitting explicit Linux CLI or scripting examples for key configuration steps. While Linux is mentioned as supported (e.g., Log Analytics agent for Windows or Linux, Update Management for Windows and Linux), actionable instructions and code samples are Windows-centric.
Recommendations
  • Provide equivalent CLI or Bash examples for all PowerShell scripts, especially for setting publicNetworkAccess and other resource properties.
  • Include explicit instructions and code samples for Linux environments (e.g., using Azure CLI, Bash, or Python) alongside Windows/PowerShell examples.
  • Mention Linux tools and patterns (such as DSC for Linux, Linux-based Hybrid Runbook Workers) with equal prominence and detail as Windows counterparts.
  • Ensure screenshots and UI walkthroughs do not assume Windows-only environments; clarify cross-platform applicability.
  • Add troubleshooting and configuration notes specific to Linux systems where relevant.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets