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
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All configuration steps and code examples use Azure PowerShell cmdlets, with no mention of Linux shell equivalents, Azure CLI, or cross-platform tooling. Prerequisites and instructions assume the reader is using PowerShell, and there is no guidance for users on Linux or macOS platforms. No examples are provided for configuring MACsec using Bash, Azure CLI, or REST API, and there is no mention of Linux-specific considerations or tools.
Recommendations
  • Provide equivalent examples using Azure CLI (az) commands, which are cross-platform and widely used on Linux and macOS.
  • Include instructions and code snippets for Bash/shell environments, especially for steps like secret creation, identity assignment, and ExpressRoute port configuration.
  • Explicitly mention platform support and clarify that configuration can be performed from Linux/macOS as well as Windows.
  • Add a section or notes on how to install and use Azure CLI on Linux/macOS, and how to perform the same tasks without PowerShell.
  • Ensure that references to tools and modules (e.g., Az.ManagedServiceIdentity) include cross-platform alternatives.
  • Consider reordering or balancing examples so that Linux and Windows approaches are presented equally, or Linux-first where appropriate.
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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

Flagged Code Snippets