Startup Technical Guide: Building and Managing AI Agents on Google Cloud

This technical guide is tailored for startups and developers venturing into AI agents. It starts by introducing core concepts like Google Cloud's agent ecosystem, model selection, and grounding techniques. It then details how to build agents using tools such as ADK and Google Agentspace, and provides a step - by - step guide for defining an LLM agent. The guide also emphasizes ensuring agents' reliability and responsibility through AgentOps and offers other building options like Gemini CLI and Firebase Studio. Overall, it equips startups to transform AI concepts into sophisticated, reliable systems.