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 primarily through the exclusive use of PowerShell for configuration examples (specifically for setting public network access flags), and by referencing Windows tools and patterns (e.g., Desired State Configuration, PowerShell DSC) before or more prominently than their Linux equivalents. There are no CLI, Bash, or Linux-specific configuration examples provided, and Linux is only mentioned in passing (e.g., Log Analytics agent compatibility and Update Management support), without concrete usage instructions or examples.
Recommendations
  • Add equivalent Azure CLI and/or Bash examples for configuration tasks, such as setting publicNetworkAccess, alongside PowerShell scripts.
  • Include explicit Linux usage scenarios and examples, such as configuring Hybrid Runbook Worker or Update Management on Linux hosts, with step-by-step instructions.
  • Reference cross-platform tools and patterns (e.g., Azure CLI, REST API) before or alongside Windows-specific tools like PowerShell.
  • Clarify any differences or additional steps required for Linux environments, especially for DNS configuration and agent setup.
  • Ensure screenshots and walkthroughs are not exclusively from Windows environments (e.g., Azure Portal is cross-platform, but command-line examples should show parity).
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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