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Hands-On: Natural Language to Structured Specs in AI Development

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About this event

What to expect

Transform ideas into working software through AI-native development at this hands-on session at the AWS Skills Center in Crystal City. Learn how to bridge the gap between natural language requirements and structured technical specifications using modern AI development tools — bringing Amazon's legendary "Working Backwards" methodology into the age of vibe coding.

What You'll Learn

This isn't just theory — you'll get hands-on experience transforming natural language into structured specs, architecture, and working software in real time. Featured speaker AJ Bubb, Innovation Strategist and AWS veteran, will guide you through Spec-Driven Development using AWS Kiro, demonstrating how AI accelerates the entire development lifecycle without abandoning product discipline.

The session explores a fundamental question: what if the best product requirement document is actually a working prototype? You'll discover how AI-native development supercharges customer-centric product development by enabling rapid iteration from concept to code.

Who Should Attend

This event is ideal for product managers, developers, startup founders, and innovation teams looking to accelerate delivery while maintaining rigorous product thinking. Whether you're validating a new product idea or seeking to speed up your team's development cycle, you'll gain practical techniques for leveraging AI in your workflow.

No specific technical prerequisites are required, though bringing a laptop will allow you to follow along with the hands-on portions. The content balances strategic thinking with practical application — perfect for technical and non-technical attendees alike.

Event Format

The evening begins at 6:00 PM with the main presentation and hands-on session at the AWS Skills Center (1550-G Crystal Dr, Arlington, VA 22202). You'll work through real examples of turning natural language requirements into structured specifications and architecture using AI development tools. After the formal session wraps up at 8:00 PM, networking continues at Tacombi next door (1550 Crystal Dr), providing opportunity to discuss ideas with fellow AI enthusiasts over drinks.

Join the AI Innovators Network

This meetup brings together AI professionals, enthusiasts, and curious minds from Washington DC, Northern Virginia, and Maryland. Connect with a community driving innovation at the intersection of artificial intelligence and practical business applicati

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