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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides parallel instructions for Azure CLI and Azure PowerShell, with PowerShell being a Windows-centric tool. In several places, Docker for Windows is mentioned alongside Docker for Mac, but Linux-specific instructions are not highlighted or are omitted. The use of PowerShell examples and environment variable syntax is Windows-specific, and Windows tooling (PowerShell) is presented as an equal alternative to Azure CLI, which is cross-platform. There are no explicit Linux shell examples for Azure CLI usage, and the order of presenting Windows tools (PowerShell) before Linux alternatives (bash) in proxy configuration sections may create friction for Linux/macOS users.
Recommendations
  • Add explicit Linux shell (bash) examples for Azure CLI usage, especially for environment variable configuration and proxy settings.
  • Include instructions or links for setting up Kubernetes clusters on Linux (e.g., minikube, kubeadm) in the prerequisites section.
  • Clarify that Azure CLI commands can be run on Linux/macOS, and provide example shell commands where appropriate.
  • When mentioning Docker for Windows/Mac, also mention Docker for Linux or other Linux-native Kubernetes solutions.
  • Consider moving PowerShell sections after CLI/bash sections, or clarify platform applicability at the start of each section.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets