Google Cloud – Startup Technical Guide, 2025

The document focuses on the development and implementation of AI agents using the Google Cloud ecosystem.

It offers a systematic guide for startups and developers aiming to harness the potential of agent systems. Key takeaways include the notion that AI agents represent a new approach in software development, enabling the automation of complex workflows and the creation of new user experiences. Transitioning from a prototype to a production-ready agent involves addressing challenges such as managing nondeterministic behavior and verifying complex reasoning paths. The guide provides tools and approaches for building reliable and responsible AI agents, including the use of the Agent Development Kit (ADK) and Google Agentspace.