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_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias through frequent use of PowerShell commands and examples, prioritization of Windows tools and workflows (such as certlm.msc, netstat, and Windows command prompt), and lack of equivalent Linux command examples in several troubleshooting steps. While OpenSSL is mentioned for certificate inspection, most step-by-step instructions and troubleshooting commands are Windows-centric, with Linux alternatives either missing or relegated to brief mentions.
Recommendations
  • Provide Linux command-line equivalents for all PowerShell and Windows command prompt examples (e.g., use curl, nc, ss, ip, and OpenSSL for connectivity and certificate checks).
  • Include Linux-specific instructions for inspecting certificates (e.g., using openssl, certtool, or viewing certificate stores on common Linux distributions).
  • When listing troubleshooting steps, present both Windows and Linux methods side-by-side, or in parallel sections, to ensure parity.
  • Reference cross-platform tools (such as Azure CLI) before or alongside platform-specific tools like PowerShell.
  • Add screenshots or terminal outputs from Linux environments where Windows screenshots are provided.
  • Explicitly mention that all steps can be performed on both Windows and Linux, and clarify any platform-specific differences.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets