Generative AI from Idea to Prototype & Beyond

ProductCamp 2025, Session Proposals

The hardest part of building with AI is getting from zero to something real. In this talk, Stephen Johnston shares a practical playbook for turning fuzzy generative AI ideas into working prototypes that can be tested and refined. Drawing on decades of 0 to 1 product experience, he shows how to use modern AI coding tools like Claude Code to accelerate prototyping, validate assumptions early, and prepare for the step beyond demo-ware.

Join us at ProductCamp Atlanta 2025 to vote on this session and dozens of others! The attendees will choose the agenda for the day, and can be part of it!

Session Details

Type of Session: Presentation

Presented By

Stephen Johnston

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Stephen Johnston is a technology entrepreneur and engineering leader with a track record of taking products from idea to scale. He founded and grew multiple digital platforms reaching millions of users and billions of transactions, holds six patents in AdTech and machine learning, and now runs Gambasta, a boutique consultancy focused on SaaS, AdTech, and AI. Stephen specializes in 0 to 1 product development and value stream consulting, and is also a Principal Engineer at Black Airplane, an award-winning digital product agency.

ProductCamp Atlanta is a collaborative, participant-organized professional unconference, focused on Product Management, Marketing and UX topics. What’s great is the variety of sessions that are offered by our attendees. You’ll have the option to select from several different sessions throughout the day. We need you to share your insights in a panel, workshop, or presentation. Click here to submit a session, and don’t forget to register to attend!

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