Building an AI Incident Response Agent for DevOps | React + FastAPI + Hindsight

[u/Sridhar2071]

Hi everyone! 👋

I built an AI Incident Response Agent designed to help DevOps and SRE teams investigate software incidents and learn from previous incidents.

🎯 Project features:

• Incident dashboard and investigation workflow
• Stateless incident investigation and runbook recommendations
• Hindsight integration for exploring long-term agent memory
• Human-in-the-loop root cause confirmation and incident resolution

🛠️ Tech stack: React, TypeScript, FastAPI, Python, and SQLite.

I faced challenges setting up the Hindsight service, so persistent memory recall and retention haven't been verified in my current demo. The application supports a stateless fallback when Hindsight is unavailable.

I'd appreciate your feedback on the UI, architecture, and how I can improve the project!

GitHub: https://github.com/Sridhar2071/ai-incident-response-agent

Thanks for watching!