Name: Building Agentic AI Systems: From Transactions To Conversations - Richard Li, Amorphous Data
Start: 2025-08-26T11:55:00+0200
End: 2025-08-26T12:35:00+0200

25-27, August 2025
Amsterdam, Netherlands
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Note: The schedule is subject to change.

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Tuesday August 26, 2025 11:55 - 12:35 CEST

G109

Traditional software is built around transactions—predictable inputs and outputs. But agentic AI systems are different: they’re conversation-driven, adaptive, and capable of reasoning over time. In this talk, we’ll break down what makes AI systems "agentic" and the key components required to build them. You'll learn about the three essential stacks—training, inference, and runtime—and dive deep into what makes an agentic runtime work: durable execution, memory, agent lifecycle orchestration, and tool use. Finally, we’ll explore the open-source ecosystem powering agentic AI systems, including popular open source projects such as vLLM, LangGraph, and AutoGen, and explain where they fit in the agentic stack.

Speakers

Richard Li

Principal, Amorphous Data

Richard Li is an AI expert, helping companies rethink their business models to thrive in the age of intelligent systems. Previously, he was founder and CEO of Ambassador Labs, the Kubernetes infrastructure company. He has held a variety of strategy, product, and corporate development... Read More →

Tuesday August 26, 2025 11:55 - 12:35 CEST
G109

Open Source 101

Audience Experience Level Intermediate

Open Source Summit Europe 2025

Richard Li

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