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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. Troubleshooting steps, log collection, and configuration instructions almost exclusively reference Windows tools (Event Viewer, MMC, Registry Editor, Control Panel, Windows folders, Windows services, etc.), and use Windows-specific commands (Certutil, dmgcmd.exe, PowerShell). There are no Linux-specific examples or instructions, even though self-hosted IR can be run on Linux (via Docker). Linux tools and troubleshooting patterns (e.g., systemd, journalctl, Linux file paths, shell commands) are absent, and Windows methods are always presented first or exclusively.
Recommendations
  • Add Linux-specific troubleshooting sections for self-hosted IR running on Linux (e.g., Docker), including log collection, service management, and certificate handling.
  • Provide equivalent Linux commands and tools (journalctl, systemctl, openssl, file system paths) alongside Windows instructions.
  • Include examples for accessing logs, managing certificates, and resolving connectivity issues on Linux systems.
  • Clarify which troubleshooting steps apply only to Windows and which are cross-platform.
  • Where PowerShell is used, offer bash/shell alternatives for Linux environments.
  • Reference Linux documentation and community resources for IR troubleshooting.
GitHub Create Pull Request

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