Multi-agent AI system for autonomous production incident investigation

Short summary

TattvaAI is an AI-powered incident investigation platform built for the SigNoz hackathon that uses six specialized AI agents orchestrated via LangGraph to autonomously investigate production incidents. Each agent covers one observability domain — traces, logs, metrics, dependencies, alerts, and production changes — gathering evidence that a reasoning engine combines to identify probable root causes. The system aims to eliminate repetitive investigative work so engineers can focus on decisions and faster restoration.

• •Six specialized AI agents each handle one observability domain: traces, logs, metrics, dependencies, alerts, and production changes
• •LangGraph orchestrates agents to autonomously correlate evidence and identify root causes
• •Built for SigNoz hackathon; targets the investigation bottleneck that consumes most incident response time

Generated with AI, which can make mistakes.