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
Summary
The documentation provides both Unix Shell and Windows PowerShell examples for all relevant steps, ensuring parity in instructions. However, the PowerShell examples are given equal prominence and detail as the Unix Shell examples, which can be interpreted as 'powershell_heavy' bias. Additionally, the documentation lists the Windows PowerShell tab before the Unix Shell tab in some sections, indicating a 'windows_first' bias. There are no missing Linux examples, and no exclusive mention of Windows-only tools or patterns.
Recommendations
  • Ensure that Unix Shell (Linux/macOS) examples are listed before Windows PowerShell examples, as Linux is the primary OS for most cloud-native and Kubernetes operations.
  • Explicitly mention that all steps are applicable to Linux/macOS environments and clarify any OS-specific differences, especially for file creation and text editing commands.
  • Consider providing additional context or troubleshooting tips for Linux users, such as alternatives to 'nano' (e.g., 'vim', 'gedit') and handling file permissions.
  • Review tab ordering and default tab selection to prioritize Linux/macOS instructions, reflecting the most common deployment environments for AKS and Helm.
GitHub Create Pull Request

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

Flagged Code Snippets