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April 2-3, 2026
New York, NY
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.


Thursday April 2, 2026 3:05pm - 3:30pm EDT
MCPs unlock agent data access, but that's only the first step towards building agents that can work autonomously. How do we build a complete system where multiple agents work together, maintain state across sessions, and the whole thing runs reliably every day.

I use agents that work with 10+ connections daily for both personal and work use cases: health MCPs/APIs (Strava, Apple Health), productivity tools (Calendar, Linear), business systems (Attio CRM, email), and developer tools (GitHub). This talk shares effective architectural patterns that emerged from actually using this system.

We'll cover MCP composition (Virtual MCPs) and how to orchestrate multiple agents with memory. We show how state management using Git as agent memory is effective, as it provides versioning and rollback. We treat CLAUDE.md files as behavioral memory in the same system. Finally, we cover security concerns and best practices to manage agents that have access to sensitive and/or untrusted data.
Speakers
avatar for Jiquan Ngiam

Jiquan Ngiam

Co-founder, CEO, MintMCP
Jiquan Ngiam was a senior staff researcher at Google Brain and founding team member at Coursera, where he helped build Andrew Ng's online machine learning course from the ground up. He co-authored pioneering work in multimodal deep learning at Stanford. Currently co-founder and... Read More →
Thursday April 2, 2026 3:05pm - 3:30pm EDT
Juilliard Complex (5th Floor)
  Apps and Agents

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