My Team (Agents) : • Hans-Ole - Frontend Developer (React, animations, UX) • Trond - Backend Engineer (FastAPI, databases, APIs) • Jo - DevOps (Infra, Railway deployment, persistence) • Jagrit - Product Manager (vision, priorities) • Haider - QA Engineer (testing, validation) • Simone - AI/ML Engineer (RAG architecture, vector search) (based on movie character)
I built them with Anthropic's hashtag#Claude using data from Y Combinator public API's to build a start up tracker that are accepted to Y Combinatior. What we shipped: Full-stack app with 5,564 YC companies AI Bot with semantic search Advanced filtering (batch, industry, hiring status) Production deployment on Railway Founder data for 5,400+ companies
The stack: React • FastAPI • PostgreSQL • Qdrant • OpenAI • Claude Time to build: 3 Days, not weeks - I built it over two weekends.
Each agent had specialized knowledge in their domain. They worked together like a real team, handling everything from database migrations to UI animations to production deployment.
This is the new world : solo builders with AI agent teams shipping production-grade software at unprecedented speed. The future isn't about replacing developers—it's about amplifying what one person can build. I had to interject at times and guide it in the right directions but its greatly reduced the work.