
Your First ADK 2 Agent: From Zero to adk web
Build your first autonomous AI agent with Google ADK 2.0 and Gemini. Learn project structure, agent definitions, dev tooling, and live chat with adk web.
Technical guides and step-by-step instructions on building cloud-native applications, engineering thought leadership, and scaling Agentic AI.

Build your first autonomous AI agent with Google ADK 2.0 and Gemini. Learn project structure, agent definitions, dev tooling, and live chat with adk web.

Assemble the complete AI architecture. Build an enterprise customer support agent featuring multi-step reasoning, case fact accumulation, hard safety gates, and structured human escalation.

Why single monolithic agents degrade under complex toolsets, and how to architect a multi-agent system using the Coordinator + Specialist Subagents pattern in Python.

Design robust APIs for LLMs. Master tool sequencing prerequisites, semantic description engineering, policy verification gates, and atomic execution boundaries.

Why tools in agentic AI systems must never raise raw exceptions, and how to implement a structured error convention that lets models reason about failures and self-heal.

Demystify AI agents from first principles. Learn how the fundamental 'while True' agentic loop enables models to iterate, call multiple tools, and solve complex goals autonomously.