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 several forms of Windows bias. Troubleshooting and cluster management instructions rely heavily on Windows PowerShell, with commands and scripts (e.g., troubleshoot.ps1) provided only for PowerShell. There are explicit references to running Visual Studio Code as administrator, which is a Windows-centric instruction. When discussing Kubernetes and SMB CSI driver installation, commands are shown for Windows PowerShell and Windows command prompt, with no Linux shell equivalents. The documentation does not provide Linux/bash alternatives for key steps, nor does it mention Linux tools or patterns for troubleshooting, deployment, or cluster management. Windows tools and terminology (e.g., 'run as administrator', PowerShell scripts) are mentioned before or instead of Linux equivalents.
Recommendations
  • Provide equivalent bash shell commands for all PowerShell instructions, especially for kubectl and helm usage.
  • Include Linux-specific troubleshooting steps and scripts (e.g., a troubleshoot.sh for bash users).
  • Clarify instructions for running Visual Studio Code on Linux and macOS, avoiding Windows-specific terms like 'run as administrator'.
  • Mention Linux command-line tools (e.g., bash, sh, sudo) alongside Windows tools.
  • Ensure all deployment and configuration steps are documented for both Windows and Linux environments.
  • Add explicit notes or tabs for Linux users throughout the guide, especially in troubleshooting and deployment sections.
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
2025-09-16 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