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 page exhibits mild Windows bias in the X.509 self-signed authentication section, where the openssl command is shown first for Windows/PowerShell, and the Linux version is presented second. The Windows command is labeled as 'Windows' and uses PowerShell syntax, while the Linux command is labeled as 'Linux' and uses Bash syntax. No Linux-specific tools or patterns are discussed elsewhere, and the overall flow does not prioritize Linux or macOS users. However, the Azure CLI is used for most examples, which is cross-platform.
Recommendations
  • Present Linux and Windows command examples side-by-side, or alternate which is shown first.
  • Explicitly mention macOS compatibility for CLI and openssl commands.
  • Provide guidance for certificate management and file operations on Linux/macOS (e.g., using scp, chmod, etc.), not just generic references.
  • Include screenshots or instructions for Linux-based environments where relevant (e.g., Azure Portal on Linux browsers, CLI usage in Linux terminals).
  • Clarify that all CLI commands work on Linux/macOS and provide troubleshooting tips for common platform-specific issues.
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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
2026-01-11 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