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Modern magic: Building multi-agent systems with finite state machines

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Emily M. and 2 others
Modern magic: Building multi-agent systems with finite state machines

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Overview
From our AI overlord’s perspective, the world is state machines all the way down. This talk explores how the Finite State Machine and Actor Model—timeless tools for modeling complex, distributed systems—can power Agentic AI workflows to tackle today’s toughest problems. By combining these principles, engineers can build operable systems capable of planning, perceiving, and deciding with clarity, predictability, and control.

We’ll explore how these models apply in the age of LLMs through common Agentic patterns like tool use, reflection, planning, supervision, human-in-the-loop, and a new one I just made up--chartering. All illustrated through the lens of beautiful state charts. Whether you’re on the bleeding edge of AI or seeking proven software design strategies, this talk offers tools to tackle process and system complexity head-on.

Agenda
6:00pm - 6:30pm: Networking - food & drinks
6:30pm - 8:00pm: Presentation & discussion
8:00pm: Networking at Lake Monster Brewing

Meet Our Featured Speaker
Adam Terlson is an AI engineer and seasoned technology leader passionate about building systems that improve lives. With a background in full-stack development, cloud architecture, platform engineering, and mobile applications, he blends deep technical expertise with a focus on engineering excellence and lovable customer experiences. Previously, he led major initiatives at Best Buy, including launching Mobile Self-Checkout and driving DevOps/Cloud Native transformation at Fortune 100 scale. A life-long builder, Adam now explores how AI can power the next generation of intelligent, human-centered systems and transform software engineering practices.

Sponsors
This event is sponsored by Lab651 & Recursive Awesome

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AppliedAI
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Lab651
550 Vandalia St #231 · St Paul, MN
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