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
windows_tools
missing_linux_example
Summary
The documentation is heavily focused on Windows-centric technologies and patterns, such as ASP.NET, ADFS, web.config, and PowerShell, with all code/configuration examples using Windows-specific frameworks and tools. There is no mention of Linux equivalents, cross-platform frameworks, or alternative approaches for non-Windows environments. This creates a strong Windows bias and leaves Linux users without guidance for session management and threat mitigation.
Recommendations
  • Include examples for Linux-based web frameworks (e.g., Django, Flask, Node.js/Express, Java/Spring) alongside ASP.NET examples.
  • Provide configuration and code samples for session management, secure cookies, and CSRF mitigation in Linux environments (e.g., Nginx/Apache config, Python, Node.js, Java).
  • Mention cross-platform identity providers and logout patterns, such as OAuth2/OpenID Connect implementations in non-.NET stacks.
  • Replace or supplement PowerShell commands with bash/shell equivalents where possible, or provide REST API alternatives.
  • Reference Linux-specific documentation and best practices for session security and cookie handling.
  • Clearly indicate when a mitigation is Windows/.NET-specific and offer links or guidance for other platforms.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

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