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
windows_first
Summary
The documentation provides detailed PowerShell examples for managing network policies, which are primarily Windows-centric. PowerShell is featured as a main method, with explicit code samples and references to Windows-specific cmdlets. There is no mention of Linux/macOS equivalents for PowerShell, nor any guidance for using PowerShell Core cross-platform. The Azure CLI is included, which is cross-platform, but its example is less flexible and lacks parity with the PowerShell example. PowerShell examples are presented before CLI examples, reinforcing a Windows-first approach.
Recommendations
  • Clarify that Azure PowerShell can be used on Linux/macOS via PowerShell Core, and provide installation instructions or links.
  • Provide Bash and/or shell script examples for Linux/macOS users where possible, especially for tasks that are more flexible in PowerShell.
  • Ensure CLI examples have feature parity with PowerShell examples, or note limitations and provide workarounds.
  • Consider presenting CLI examples before PowerShell, or in parallel, to avoid Windows-first ordering.
  • Explicitly state platform compatibility for each method (Portal, PowerShell, CLI, ARM template).
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets