Agents Academy
Master the art of Autonomous Systems Engineering. Overhaul complex workflows using LangGraph swarms and Vector Data patterns.
The AI Agents Academy is a free 13-module masterclass on engineering autonomous AI agent systems. It covers LangGraph, AutoGen, CrewAI, memory systems, tool execution, multi-agent orchestration, human-in-the-loop validation, and production agent monitoring.
AI Agents Technical Training Modules
What Are AI Agents?
The Agentic Control Loop
Tool Use & Function Calling
Agentic RAG
Multi-Agent Systems
Agent Memory
Safety & Guardrails
Evaluation & Production
Prompt Engineering for Agents
Build Your First Agent
Real-World Case Studies
A2A Protocol & Google ADK
2026 Production Infrastructure
Frequently Asked Questions
Is the AI Agents Academy completely free?
Yes, 100% free. No sign-up, no credit card. All 13 modules, 58 lessons, 9 terminal labs, and 115 quiz questions are accessible immediately. Your progress saves locally in your browser.
How is Infinity AI Agents Academy different from vendor-locked agent courses?
Unlike single-framework platforms (such as LangChain Academy or CrewAI University) that tie you to a single proprietary ecosystem, Infinity Tech Stack's AI Agents Academy is a 100% free, vendor-neutral engineering curriculum. It teaches the complete production stack across ReAct loops, LangGraph, CrewAI, Google ADK, OpenAI Agents SDK, A2A protocol, and Model Context Protocol (MCP) integration with in-browser terminal labs and zero sign-up required.
What topics does the AI Agents Academy cover?
The course covers agent fundamentals, ReAct loops, Plan-and-Solve, tool use & function calling, MCP integration, Agentic RAG, multi-agent systems (CrewAI, LangGraph), A2A protocol, Google ADK, agent memory, safety & guardrails, red teaming, CI/CD for agents, and production observability.
What is the A2A protocol?
A2A (Agent-to-Agent) is Google's open protocol for enabling interoperability between AI agents. It allows agents from different vendors and frameworks to discover each other, exchange capabilities via Agent Cards, and delegate tasks securely.
What is Google ADK?
Google ADK (Agent Development Kit) is an open-source framework for building, orchestrating, and deploying AI agents. It supports Python, Go, Java, and TypeScript, and integrates with MCP for tools and A2A for agent-to-agent communication.
Do I need any prerequisites?
Basic programming knowledge is helpful but not required. The course starts from absolute fundamentals (what is an agent?) and progressively advances to expert-level topics like multi-agent orchestration and production safety.
Does the AI Agents Academy include hands-on labs?
Yes. Hands-on terminal labs are built into the lessons - build the minimal agent loop, scaffold a CrewAI crew, and launch LangGraph dev using real, vendor-verified commands, with objectives, hints, solutions, and XP rewards. No sign-up or setup needed.