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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses Azure PowerShell cmdlets for all steps, with no mention or examples of Azure CLI, Bash, or Linux-native tooling. All code blocks are PowerShell, and instructions reference PowerShell-specific modules and commands. There is no guidance for Linux/macOS users who may prefer Bash or Azure CLI, nor any parity in example ordering or tool choice.
Recommendations
  • Add equivalent Azure CLI (az) command examples for each step, especially for resource creation and IP flow verification.
  • Explicitly mention that Azure Cloud Shell supports both Bash and PowerShell, and clarify how Linux/macOS users can follow along.
  • Provide links to Azure CLI documentation and reference pages alongside PowerShell links.
  • Consider alternating example order (PowerShell first, then CLI, or vice versa) or grouping examples by platform.
  • Add a note on platform/tool choice at the start, helping users select the best option for their OS.
GitHub Create Pull Request

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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets