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
windows_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily in the listing of supported operating systems, where Windows versions are listed first and in much greater detail than Linux or other OSes. The examples and usage patterns are platform-neutral (using cURL), but there are no Linux-specific examples, troubleshooting notes, or references to Linux tools. The CVE examples also focus on Microsoft products. There is no mention of PowerShell, but the overall emphasis is on Windows environments.
Recommendations
  • List Linux operating systems with the same granularity as Windows (e.g., Ubuntu, CentOS, Red Hat, Debian, etc.), not just 'Linux'.
  • Provide Linux-specific examples or troubleshooting notes, such as using wget, jq, or other common Linux tools for API interaction.
  • Include CVE examples that reference Linux vulnerabilities as well as Windows ones.
  • Ensure parity in documentation by including references to both Windows and Linux environments in all relevant sections, such as supported OS lists and protocol support.
  • Consider adding a section on using the API from both Windows (PowerShell, CMD) and Linux (bash, shell scripting) environments.
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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 Clean Clean
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

Flagged Code Snippets