Agent development and AgentOps with BigQuery, ADK, and MCP

This session demonstrates how to build AI agents using Google's Agent Development Kit (ADK) that integrate with BigQuery for data analysis, Google Maps for geospatial insights, and AlloyDB for transactional workloads in unified workflows. It covers Model Context Protocol (MCP) for standardizing data connections across agents and shows how to implement AgentOps for single-line observability into agent performance and cost tracking. Designed for developers building multi-agent systems on Google Cloud who need standardized data connectivity and operational monitoring.