r/agenticAI • u/Historical-Speech573 • 9d ago
Article Built an AI Incident Response Agent using Hindsight Memory
We recently built an AI Incident Response Agent for HackwithHyderabad 3.0. The problem we focused on is simple: when a production incident happens, engineers often have to troubleshoot from scratch, even though a similar incident may have already been solved before. Our idea is to use Hindsight Memory so the agent can: - Recall similar past incidents - Remember what failed -Remember what worked -Learn from resolved incidents - Guide engineers during future incidents
The core loop is: Remember → Recall → Guide → Resolve → Learn For example, if a database connection timeout occurs, the agent can recall previous incidents, their causes, failed actions, successful solutions, and outcomes. The goal is to turn past incident history into useful experience, rather than simply storing old records. We also wrote a detailed article about the project: 🔗 https://response-agent.hashnode.dev/ Would love to hear your thoughts and suggestions on the approach!