When Agents Hire Their Own Team - Inside Hypermode's Concierge

Explore the cutting-edge concept of AI agents that design, configure, and deploy other agents through this 23-minute conference talk from MLOps.community's Agents in Production 2025. Dive into Hypermode's groundbreaking Concierge system—an agent that functions as both architect and orchestrator, capable of assembling custom agent workflows on demand based on natural language inputs and user intent. Learn about the technical architecture and design patterns that enable autonomous agent creation, discover how Concierge transforms team approaches to automation and task completion, and examine real-world challenges including reliability management, evaluation frameworks, and implementing guardrails when agents control the deployment process. Gain insights into the lessons learned from deploying agent-built agents in production environments and understand the future trajectory of agentic systems toward self-improving, self-deploying AI teams. The presentation is delivered by Ryan Fox-Tyler, Senior Vice President of Products and Engineering at Hypermode, who brings extensive leadership experience from Astronomer and Manulife/John Hancock, combined with his Computer Engineering background and Harvard MBA expertise in technology-powered growth strategies.