In this session, I’ll walk through how to build and deploy production-ready AI agents using the Agent Development Kit (ADK). Instead of keeping agents stuck on laptops or demos, I’ll show how to run them across real environments like Cloud Run, GKE, Agent Engine, virtual machines, and even local setups.

We will Discuss Real life Usecase of FinOps , retails etc with Agent Development kit using MCP ToolBoxes of DataBases.

I’ll cover packaging, scaling, runtime choices, and deployment strategies, along with how to expose agents through APIs or event workflows. The focus will be on real-world use cases, not theory, how to run multiple agents, manage configurations, handle infra differences, and optimize for cost, latency and portability.

By the end of the talk, attendees will know how to turn a single ADK agent into a scalable, deployable system across multiple platforms.