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 exhibits a Windows bias by exclusively using PowerShell commands for project setup and environment variable management, without providing equivalent Linux/macOS shell examples. All CLI and environment variable instructions are shown in PowerShell syntax, and there are no bash or cross-platform alternatives. This may hinder Linux/macOS users from following the guide seamlessly.
Recommendations
  • Provide equivalent bash/zsh shell commands alongside PowerShell examples for project setup (e.g., mkdir, cd, touch demo.py).
  • Include Linux/macOS instructions for setting environment variables (e.g., export VAR=value) wherever PowerShell ($Env:VAR=...) is used.
  • Add a note clarifying that commands are platform-specific and offer guidance for both Windows and Linux/macOS users.
  • Consider using cross-platform tools (e.g., Azure CLI) in examples and clarify their usage on different operating systems.
  • Ensure screenshots and references to tools do not assume a Windows environment unless necessary, and mention Linux/macOS alternatives if available.
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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