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
missing_linux_example
Summary
The documentation shows a Windows-first bias in the environment variable setup section, presenting Windows Command Prompt and PowerShell instructions before macOS and Linux. The Windows instructions are more detailed, with explicit validation steps, while Linux/macOS instructions are less emphasized. There is also a reference to Windows-specific Python setup documentation, with only a generic link for other platforms. No Linux-specific tools or troubleshooting are mentioned, and the overall flow prioritizes Windows users.
Recommendations
  • Present environment variable setup instructions for all platforms with equal detail and prominence, possibly starting with a generic cross-platform example.
  • Provide validation steps for environment variables on Linux/macOS (e.g., 'echo $APP_CONFIGURATION_ENDPOINT') as is done for Windows.
  • Include a link to Python installation/setup documentation for Linux and macOS, not just Windows.
  • Consider grouping platform instructions together or using tabs that do not default to Windows.
  • Mention any platform-specific caveats or troubleshooting steps for Linux/macOS users.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets