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 demonstrates a notable Windows bias, especially in troubleshooting and deployment sections. PowerShell scripts and commands are referenced as the primary method for diagnosing issues, and instructions often specify running Visual Studio Code as administrator (a Windows concept). Troubleshooting steps and installation commands for Kubernetes and SMB drivers are given using Windows PowerShell and Windows command prompt, with no equivalent Linux/macOS instructions. The use of Windows terminology and tools is prevalent, and Linux alternatives are not mentioned or are omitted entirely.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell and Windows command prompt instructions, such as using bash, sh, or zsh.
  • Include troubleshooting scripts or guidance for Linux environments (e.g., bash scripts alongside PowerShell).
  • Clarify that Visual Studio Code can be run with elevated privileges on Linux/macOS (e.g., using 'sudo'), and provide platform-specific instructions.
  • Add explicit examples for Linux/macOS users for Kubernetes and SMB CSI driver installation and verification.
  • Ensure that all CLI commands (az, kubectl, helm) are shown in a cross-platform way, noting any OS-specific differences.
  • Avoid language that assumes a Windows environment by default; present instructions for all major platforms in parallel or note differences clearly.
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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