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
missing_linux_example
Summary
The documentation page exhibits a moderate Windows bias. Windows-specific tools (PowerShell, Chocolatey) are used for key steps such as installing kubectl and Helm, and Windows SMB file share setup is described in detail before alternatives. PowerShell commands and references are prominent, and the main automation script is provided in PowerShell (.ps1). There are no equivalent Linux shell scripts or package manager instructions for installing kubectl/Helm, and Linux SMB setup is not covered. While Azure CLI is used for most commands, Windows-centric patterns and tools are mentioned first or exclusively in several places.
Recommendations
  • Provide Linux equivalents for all PowerShell and Chocolatey installation steps (e.g., apt, yum, or curl for kubectl and Helm).
  • Offer a Bash shell script alongside the PowerShell script for environment setup.
  • Include instructions for setting up SMB file shares on Linux (e.g., using Samba), not just Windows.
  • Ensure that examples and tooling references are presented in a cross-platform manner, or at least alternate between Windows and Linux.
  • Clarify which steps are OS-specific and provide guidance for both Windows and Linux users.
  • Add troubleshooting notes for common Linux issues (e.g., SELinux, firewall, mount permissions) when connecting to SMB shares.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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