An interactive root-cause diagnostic tree to rapidly parse, filter, and analyze system, OS, and application logs. Master CLI parsing tools like journalctl, PowerShell Get-WinEvent, awk/grep, and container logging utilities to locate fatal errors and performance bottlenecks.