Building an agent to help with personal or professional daily work involves a lot of moving parts: the event loop, memory, skills, A2A, MCP, web, personalization, and other tools.

Making such an agent practical in the real world also means: instrumentation, monitoring, closed feedback loops, dashboards, infrastructure, backups, and other operational concerns.

In this session you will learn how I built an agent framework and multiple agents that meet these requirements. Real agents designed to be run in modern cloud-native environments.