Learn to navigate the AI landscape and build impactful AI products through a practical framework for AI product development in this conference talk. Discover how to cut through the buzz surrounding AI technologies including Product Engineering, LLMs, Gen AI, Vibe Coding, Cursor, and Lovable by focusing on rapid prototyping, MVP delivery, and stakeholder feedback. Master product engineering principles grounded in stakeholder needs and leverage AI-native tools like Lovable, Hugging Face, and Vibe Coding to build smarter and faster. Explore a real-world example that demonstrates practical application of these concepts, enabling you to develop AI products with clarity, speed, and trust.