AutoTriageSolution – C# Log Triage Tool with Critical Findings (Automotive & Cybersecurity)
AutoTriageSolution is a Windows-based diagnostic utility built in C# (.NET WinForms) for automated log triage and severity analysis.
In this video, I walk through both the application behavior and the core analysis code behind the tool. The focus is on how raw diagnostic logs are processed, classified, and surfaced in a structured, deterministic way.
What this video covers:
How AutoTriageSolution loads and analyzes raw log data
The separation between the WinForms UI and the Core analysis engine
The Finding data model and FindingSeverity enum
How findings are produced and passed to the UI
The Auto Triage Helper, which introduces CRITICAL findings for stop-the-line conditions
How rule-based detection identifies high-impact diagnostic and security issues
Key technical highlights:
Clean separation of concerns using a Core class library (AutoTriage.Core)
Deterministic, rule-based analysis (no AI or probabilistic scoring)
Explicit severity classification, including CRITICAL
Designed for reuse outside the UI (CLI, services, automation)
This project is intended to demonstrate professional diagnostic tooling patterns, clean architecture, and practical log analysis for automotive diagnostics and cybersecurity-adjacent workflows.
Source code and additional details are available in the GitHub repository.