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
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell examples for project creation, environment variable setup, and program execution. There are no equivalent Linux/macOS shell (bash/sh) commands or instructions, which may hinder users on non-Windows platforms. The use of PowerShell is assumed throughout, and no mention is made of cross-platform alternatives.
Recommendations
  • Provide equivalent bash/sh examples for all PowerShell commands, including Maven project creation, environment variable setup, and running Java programs.
  • Explicitly state that the instructions apply to Windows and add a section for Linux/macOS users.
  • Use cross-platform command syntax where possible (e.g., 'mvn archetype:generate' works the same, but environment variable setup and file creation differ).
  • For environment variables, show both PowerShell and bash export syntax (e.g., 'export AZURE_CLIENT_ID=...').
  • For file creation, use 'touch demo.java' for Linux/macOS.
  • For running Java programs, use 'java demo.java' or clarify platform differences.
  • Add a note that PowerShell commands are for Windows and provide alternatives for other platforms.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets