Local Testing of a Multi-Agent System with Memory

In support of our mission to accelerate the developer journey on Google Cloud, we built Dev Signal: a multi-agent system designed to transform raw community signals into reliable technical guidance by automating the path from discovery to expert creation. In part 1 and part 2 of this series, we established the essential groundwork by standardizing the core capabilities through the Model Context Protocol (MCP) and constructing a multi-agent architecture integrated with the Vertex AI memory bank t