Inspired by Frustration — AI Product Builds & Consulting

Ralph Duin builds AI-powered products, MCP servers, and automation systems. Product strategy, full-stack engineering, and AI consulting for teams that need to ship.

Hire an AI developer for Next.js and TypeScript production work, build custom MCP servers, or ship Lovable apps with enterprise quality.