MCP in the Wild: Agents That Know You

Personal Agents, MCP & the Next Wave of AI Join Snowflake, ODSC AI and partners at SVAI for an evening focused on one of the biggest AI shifts happening right now: personal agents. The race is on to build agents that do more than complete tasks. The next generation of agents remembers preferences, learns from behavior, works across tools and data sources, and can act on a user’s behalf. At the center of that shift is MCP - the Model Context Protocol. On October 19, during the same week as AGNTCON, MCPCON, and the PyTorch Conference, we’re bringing together builders and practitioners for an evening of technical talks, demos, and conversation around what it actually takes to build personal agents in production. WHAT WE’LL COVER Expect practical conversations around: Persistent memory and user-adaptive behavior Secure agent actions and purchases MCP integrations in production Personalization, fine-tuning, RLHF, and on-device inference Connecting training-time knowledge with real-time context WHO SHOULD JOIN? This event is for people building or working with: AI agents and agent infrastructure MCP servers and integrations Personalized AI systems Model training and fine-tuning AI platforms, data infrastructure, and production AI Whether you’re building the infrastructure behind agents or shipping user-facing experiences, this is a chance to meet others working on the same problems. WHY ATTEND? See where personal agents are goingLearn how teams are moving from generic assistants to agents that remember, adapt, and act. Go deeper on MCPHear what’s working in production, what’s breaking, and what teams are learning as MCP adoption grows. Connect models to real-world agent behaviorExplore how fine-tuning, RLHF, and inference translate into more personalized agent experiences. Meet other buildersConnect with 100+ AI practitioners, agent developers, and data leaders across the AGNTCON, MCPCON, and PyTorch ecosystem. AGENDA 5:30 PM – 6:00 PM — Networking & Check-in6:00 PM – 6:10 PM — Opening Remarks by Snowflake6:10 PM – 6:30 PM — Talk 16:30 PM – 6:50 PM — Talk 26:50 PM – 7:10 PM — Talk 37:10 PM – 7:30 PM — Talk 47:30 PM – 8:00 PM — Networking & Wrap-up SPEAKERS To be announced. WHEN October 19, 2026 Space is limited, so register early to save your spot. Come for the technical deep dive, stay for the conversations with people building what’s next.