Final Project Idea

System Log Anomaly Detection Agent
Department of Informatics Engineering ITS

Project Overview

An Agentic AI platform that autonomously monitors and analyzes system logs to detect anomalies, identify potential causes, determine severity, and provide troubleshooting recommendations.

Objective

Develop an autonomous AI agent that detects abnormal log patterns and assists users in diagnosing and resolving system issues.

Technologies

Laravel NativePHP LLM AI/ML

Expected Outcomes

  • ▸ Automatic system log anomaly detection
  • ▸ AI-powered anomaly analysis and root cause identification
  • ▸ Troubleshooting recommendations and incident reports
  • ▸ Standalone desktop application

Status: In Development