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
missing_linux_example
Summary
The documentation page exhibits a moderate Windows bias. Several command examples use Azure PowerShell cmdlets (e.g., Get-AzContainerRegistryRepository, Import-AzContainerImage, Set-AzAksCluster) without providing equivalent Azure CLI or bash examples, especially in critical steps like retrieving images and integrating with AKS. The initial example for retrieving images uses PowerShell only, and the AKS integration step uses a PowerShell cmdlet, with no Linux/macOS CLI alternative. While some Azure CLI examples and a bash script are present, Windows tools and patterns are mentioned first or exclusively in key sections, and Linux/macOS users may need to infer or search for equivalent commands.
Recommendations
  • Provide Azure CLI and bash examples alongside all PowerShell commands, especially for image retrieval and AKS integration.
  • Explicitly mention Linux/macOS compatibility for all command-line steps.
  • Reorder examples so that cross-platform (CLI/bash) commands appear before or alongside PowerShell commands.
  • Include notes or links to documentation for Linux/macOS users where only Windows/PowerShell tools are referenced.
  • Ensure all automation and scripting steps have both PowerShell and bash/CLI variants.
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Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets