Architecting with AI: From Requirements to Reality

AI is changing how architects work, not by replacing architectural judgment, but by expanding the space of possibilities we can explore. This session shows how senior engineers and architects can use AI as a thinking partner across the architectural lifecycle: clarifying ambiguous requirements, generating and comparing design options, and stress‑testing assumptions before they become expensive mistakes.

Through a live, end‑to‑end walkthrough, you’ll see how AI can expose hidden constraints, uncover risks early, and broaden the problem space in ways that accelerate human insight. You’ll also see where AI fails: hallucinated APIs, invented constraints, false confidence, and shallow reasoning. The session focuses on practical techniques for steering AI toward constraint‑aware analysis and forcing it to justify trade‑offs rather than regurgitating patterns.

The second half shifts to human accountability. You’ll learn how to review, correct, and refine AI‑generated ideas and convert them into durable architectural artifacts: ADRs, decision logs, and intent‑preserving documentation that support governance and long‑term maintainability.

Attendees leave with a repeatable workflow they can apply immediately: clarify with AI, explore with AI, and codify with human judgment. It’s a practical, honest look at how to architect responsibly in an AI‑accelerated world.