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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively provides instructions and code examples using PowerShell and the Send-MailMessage cmdlet, which are native to Windows. There are no examples or guidance for sending email via SMTP from Linux or macOS environments, nor are cross-platform tools (e.g., Python, curl, swaks, or mailx) mentioned. This creates friction for non-Windows users attempting to follow the guide.
Recommendations
  • Add equivalent Linux/macOS examples using common tools such as Python (smtplib), curl, swaks, or mailx.
  • Explicitly mention cross-platform alternatives to PowerShell for sending SMTP email.
  • Reorder examples so that cross-platform solutions are presented first or alongside Windows-specific instructions.
  • Clarify which steps are Windows-specific and provide links or instructions 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

Flagged Code Snippets