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 demonstrates a notable Windows bias, particularly in troubleshooting and operational guidance. PowerShell scripts and commands are referenced as the primary method for diagnostics and cluster management, with no equivalent Bash or Linux shell examples. Instructions for running scripts and commands frequently specify Windows PowerShell or Windows command prompt, and administrator privileges are assumed in Visual Studio Code steps. There is no mention of Linux/macOS alternatives for key tasks such as running troubleshoot scripts, managing Kubernetes clusters, or installing the SMB CSI driver, which may hinder Linux/macOS users.
Recommendations
  • Provide equivalent Bash or Linux shell commands for all PowerShell examples, especially for kubectl, az, and helm usage.
  • Clarify that Visual Studio Code and Azure CLI steps are cross-platform, and remove or supplement 'Run as administrator' with Linux/macOS guidance (e.g., sudo usage).
  • Offer troubleshooting scripts in Bash or cross-platform languages, or document how to run the PowerShell script on Linux/macOS (e.g., via pwsh).
  • Explicitly mention that all Azure CLI and Kubernetes commands can be run on Linux/macOS, and provide example terminal commands.
  • Add screenshots or examples from Linux/macOS environments where relevant.
  • Avoid language that assumes Windows as the default platform (e.g., 'from Windows PowerShell, run...').
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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