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 exhibits Windows bias primarily by referencing a PowerShell script as the only method for converting an existing lab to network isolation, without mentioning or providing equivalent Bash, Azure CLI, or Linux-friendly alternatives. The automation section lists PowerShell before Azure CLI, and no explicit Linux or cross-platform examples are provided for scripting or automation. The documentation assumes familiarity with Windows tools and patterns, potentially making it less accessible for Linux users.
Recommendations
  • Provide equivalent Bash or Azure CLI scripts for converting labs to network isolation, alongside the PowerShell example.
  • Explicitly mention that Azure CLI can be used on Linux/macOS and provide step-by-step CLI instructions for key tasks.
  • Where automation is discussed, present Azure CLI and PowerShell options together, or lead with the more cross-platform Azure CLI.
  • Add notes or examples for Linux users, such as how to run Azure CLI commands or access Azure resources from Linux VMs.
  • Review all scripting references to ensure parity between Windows and Linux tooling.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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