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7-9 October, 2026
Prague, Czechia
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From Single Agent To Production Swarm: Patterns for Building Reliable Multi-Agent Systems - Betty Zheng, AWS & Trista Pan, Tetrate
Wednesday October 7, 2026 16:30 - 17:10 CEST
Forum Hall (Floor 2)
AI agents are evolving from simple chatbots to coordinated systems that plan, collaborate, and execute real-world tasks. But moving from a working prototype to a production-grade multi-agent system is where most teams struggle.

In this session, two practitioners share battle-tested patterns from deploying agent swarms in industrial environments. We cover:
The architectural shift from single-agent to multi-agent: when and why you need a swarm
Comparing open source frameworks (LangChain, AutoGen, Strands Agents SDK) — strengths, trade-offs, and selection criteria
Practical orchestration patterns: task delegation, shared memory, tool coordination via MCP (Model Context Protocol)
Live demo: building a multi-agent system that collaborates to solve a real task
Safety-first design: guardrails, execution boundaries, and observability for production
Attendees will leave with a reusable architectural blueprint applicable to any open source agent framework.
Speakers
avatar for zheng yubin

zheng yubin

Senior developer advocate, AWS
Yubin Zheng is a seasoned engineer with over 20 years of experience in ICT and digital transformation. She focuses on building real-world AI systems, including agent runtime design, multi-agent coordination, and production deployment. She is an active contributor to developer and... Read More →
avatar for Trista Pan

Trista Pan

AI Engineer, Tetrate
AI Engineer at Tetrate, Ex AI Product Director at Bytedance, Former Co-founder of SphereEx, Apache Member and Incubator Mentor, and AWS Data Hero

Her expertise is in big data and AI. She was elected an OSCAR Top Open Source Pioneer. In 2022, her paper “Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding” was published on ICDE. As the first author, she wrote a book titled A Definitive Guide to Apache S... Read More →
Wednesday October 7, 2026 16:30 - 17:10 CEST
Forum Hall (Floor 2)
  Open AI & Data

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