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 demonstrates mild Windows bias. In the X.509 self-signed authentication section, the openssl command is presented first for Windows/PowerShell, with the Linux example following. The Windows example does not use any Windows-specific tools, but the ordering suggests a Windows-first approach. There are no explicit Linux-only tools or patterns mentioned, and no Linux-specific guidance is provided for certificate generation or device registration. The documentation does not provide parity in terms of example ordering or platform-specific troubleshooting.
Recommendations
  • Present Linux and Windows examples side-by-side, or alternate which platform is shown first.
  • Include explicit Linux instructions for certificate generation and file management, not just openssl commands.
  • Add troubleshooting tips for common Linux issues (e.g., permissions, DNS resolution).
  • Reference Linux-native tools (e.g., scp, bash scripts) equally with Windows tools.
  • Ensure screenshots and UI guidance are not Windows-centric, or provide Linux equivalents where relevant.
GitHub Create Pull Request

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
2026-01-11 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
2025-08-22 00:01 #88 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets