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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias through frequent references to Windows-specific tools and workflows. PowerShell is the only shell explicitly mentioned for troubleshooting and cluster management, and instructions often assume the use of Windows (e.g., 'Run Visual Studio Code as administrator', 'From Windows PowerShell', 'From Windows command prompt'). There are no Linux shell or cross-platform CLI examples, and troubleshooting scripts are provided only in PowerShell. The documentation does not mention or provide parity for Linux or macOS environments, nor does it offer alternative commands or scripts for those platforms.
Recommendations
  • Provide equivalent Linux/macOS shell commands (e.g., bash) alongside PowerShell examples for all CLI operations.
  • Offer troubleshooting scripts in cross-platform languages (e.g., bash, Python) or provide PowerShell Core scripts that run on Linux/macOS.
  • Explicitly mention support for Linux/macOS environments in all steps involving Visual Studio Code, Azure CLI, and Kubernetes management.
  • Include instructions for running Visual Studio Code and related tools on Linux/macOS, avoiding Windows-specific terminology like 'Run as administrator'.
  • When referencing command prompts, clarify whether commands are platform-agnostic or provide alternatives for non-Windows users.
  • Add notes or sections for Linux users, especially for SMB file share setup and CSI driver installation, with relevant commands and troubleshooting steps.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets