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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for stopping and starting AKS clusters. Azure CLI is cross-platform (Linux, macOS, Windows), while Azure PowerShell is primarily used on Windows (though it is available on Linux/macOS). The examples are presented in parallel tabs, but the introductory section lists Azure CLI, Azure PowerShell, and Azure Portal in that order, and PowerShell examples are given equal prominence. There are no Windows-only tools or patterns, and no missing Linux/macOS examples, but PowerShell is a Windows-centric tool and its inclusion alongside CLI may create minor bias.
Recommendations
  • Clarify that Azure CLI is the recommended cross-platform tool for Linux/macOS users.
  • Consider adding a note that Azure PowerShell is available on Linux/macOS, but Azure CLI is more commonly used on those platforms.
  • Ensure that Azure CLI examples are shown first or marked as the default for cross-platform scenarios.
  • Optionally, add a Bash shell example for Linux users (though Azure CLI commands are already suitable).
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-03-10 00:00 #477 in_progress Biased Biased
2026-03-09 00:00 #473 in_progress Biased Biased
2026-03-08 00:00 #469 in_progress Biased Biased
2026-03-07 00:00 #465 in_progress Biased Biased
2026-03-06 00:00 #461 in_progress Biased Biased
2026-01-14 00:00 #253 completed Biased Biased
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets