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
Summary
The documentation demonstrates a mild Windows bias in the 'Prerequisites' and 'Run the application' sections. Windows-specific instructions (Windows command prompt and PowerShell) are listed before Linux/macOS equivalents, and the only OS-specific setup link provided is for Windows. However, Linux/macOS instructions are present and correct, and the main code samples are platform-agnostic.
Recommendations
  • Include links or guidance for setting up Python on Linux/macOS in the prerequisites, not just Windows.
  • Present OS-specific environment variable instructions in a neutral order (e.g., group by OS or list Linux/macOS first in some cases).
  • Add a note clarifying that all steps work equally on Linux/macOS and Windows unless otherwise stated.
  • Consider providing shell-agnostic environment variable setting instructions (e.g., using .env files or cross-platform tools) where possible.
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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 Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets