
Giving Agents Tools: Python Functions as First-Class Capabilities
Equip your ADK 2 agents with typed Python tools. Learn schema auto-generation, tool payload optimization, and cost-conscious tool design.
Technical guides and step-by-step instructions on building cloud-native applications, engineering thought leadership, and scaling Agentic AI.

Equip your ADK 2 agents with typed Python tools. Learn schema auto-generation, tool payload optimization, and cost-conscious tool design.

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.

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.

Build an enterprise extraction pipeline that assesses its own confidence, flags ambiguous edge cases, and intelligently routes requests between automated processing and human review.

Transform your LLM from a passive text generator into an active agent. Learn how to declare external tools with JSON schemas and parse function calls in the Google GenAI SDK.