MCP in the Wild: Agents That Know You

Inside the event

Personal Agents, MCP & the Next Wave of AI Join Snowflake, ODSC AI and SpaceXAI 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 going Learn how teams are moving from generic assistants to agents that remember, adapt, and act. Go deeper on MCP Hear what’s working in production, what’s breaking, and what teams are learning as MCP adoption grows. Connect models to real-world agent behavior Explore how fine-tuning, RLHF, and inference translate into more personalized agent experiences. Meet other builders Connect 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-in 6:00 PM – 6:10 PM — Opening Remarks by Snowflake 6:10 PM – 6:30 PM — Personal Work Agents (Snowflake) 6:30 PM – 6:50 PM — Grok Bot: AI teammates you can give real work to (SpaceXAI) 6:50 PM – 7:10 PM — Talk 3 7:10 PM – 7:30 PM — Talk 4 7:30 PM – 8:00 PM — Networking & Wrap-up Meet the Speakers Four speakers, one evening of practical talks and demos on personal agents and MCP. Here’s the first addition to our lineup: Effie Goenawan Principal Product Manager, Snowflake CoWork & AI Effie works on Snowflake’s personal work agent, bringing a product perspective to how agents connect data, tools, and everyday work—a natural fit for our conversation about agents that know you. Mark Boos Field Engineering Leadership, SpaceXAI Mark is building field engineering at SpaceXAI, the makers of Grok Bot. Grok Bot is your team of always-on agents with their own compute, and connected to your tools and apps. More speakers to be announced soon. 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.