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
Summary
The documentation provides a PowerShell-only example for configuring the 'publicNetworkAccess' property, without offering an equivalent CLI, ARM template, or REST API example. While the page covers both Windows and Linux scenarios (e.g., Hybrid Runbook Worker, Update Management), the scripting example is Windows-centric. Additionally, PowerShell is presented as the primary automation method, which may create friction for Linux/macOS users who prefer Bash, Azure CLI, or other tools.
Recommendations
  • Add Azure CLI, ARM template, or REST API examples for configuring 'publicNetworkAccess' to ensure Linux/macOS users can follow along without relying on PowerShell.
  • Where possible, provide Bash or cross-platform scripting alternatives alongside PowerShell examples.
  • Explicitly state that PowerShell is not required and that equivalent actions can be performed using other tools.
  • Review other sections for implicit Windows-first language and ensure parity in tool recommendations.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
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