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_tools
powershell_heavy
missing_linux_example
Summary
This documentation page exhibits a strong Windows bias. Troubleshooting steps, examples, and tool references are almost exclusively Windows-centric, with frequent use of Windows-specific tools (Event Viewer, MMC, Registry Editor, Certutil, Process Monitor, PowerShell, etc.), and instructions are written for Windows environments. There are no Linux-specific troubleshooting steps, examples, or tool alternatives provided, even though self-hosted IR can be run on Linux (via Docker) in some scenarios. Windows methods are presented first and often exclusively, with no parity for Linux users.
Recommendations
  • Add Linux-specific troubleshooting steps and examples for all major scenarios, especially for log collection, certificate management, service management, and connectivity.
  • Include equivalent Linux commands (e.g., using journalctl, systemctl, openssl, curl, wget, netstat, telnet, etc.) alongside Windows commands.
  • Reference Linux tools (such as syslog, dmesg, systemd, OpenSSL, Wireshark, etc.) where Windows tools like Event Viewer, MMC, or Process Monitor are mentioned.
  • Provide guidance for managing IR services and permissions on Linux (e.g., using systemd, file permissions, Docker container logs).
  • Ensure all registry-related instructions have Linux environment variable or configuration file equivalents.
  • Where PowerShell is used, offer Bash or shell script alternatives for Linux environments.
  • Clarify which troubleshooting steps are OS-specific and provide clear sections for both Windows and Linux users.
  • Add screenshots or terminal output examples from Linux environments where only Windows screenshots are currently shown.
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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
2025-09-08 00:00 #105 completed 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