From Discovery to API with AI

From Discovery to API with AI

AI is making code generation cheap. The constraint in API work is shifting to design; how systems are defined, aligned, and governed over time.

This talk outlines a practical approach to using AI as a design collaborator that augments and amplifies human capability rather than replacing it. Starting from domain discovery, you’ll see how AI extracts a shared vocabulary and carries it through OpenAPI definitions, documentation, security profiles, and test scripts all ending in a working prototype.

Throughout the end-to-end example, the focus is on traceability: maintaining a clear, reviewable line from business intent to running system while sharpening the skills required to design well. For architects and decision-makers, this creates a consistent, reviewable process with measurable outputs. For developers, it reduces manual effort while strengthening core design skills. The result is a lightweight workflow that accelerates delivery while preserving control and capability.

Internationally known author and speaker Mike Amundsen consults with organizations around the world on network architecture, Web development, and the intersection of technology & society. He helps companies capitalize on the opportunities provided by APIs, Microservices, and Digital Transformation.

Amundsen has authored numerous books and papers. His recent book is "RESTful Web API Patterns and Practices Cookbook" (2022). His "Design and Build Great APIs" (2020) is a popular developer-centric book. Amundsen also contributed to the book, "Continuous API Management" (2020, 2018). His "RESTful Web Clients", was published in February 2017 and he co-authored "Microservice Architecture" (June 2016).