Building Production AI Agents
Design, Build, and Deploy Autonomous AI Systems
This advanced workshop goes beyond basic agent concepts to teach you how to build reliable, scalable AI agent systems. You'll implement ReAct reasoning, design multi-agent workflows, create comprehensive evaluation suites, and deploy agents with proper monitoring and guardrails.
What You'll Learn
Full Curriculum
Detailed breakdown of workshop modules and timing
Agent Architecture Deep Dive
ReAct pattern, thought-action-observation loops, planning strategies, and memory systems.
Tool Design & Integration
Designing effective tools, function calling patterns, error handling, and tool composition.
Hands-on: Build a Research Agent
Implement a tool-using research agent with web search, document analysis, and structured outputs.
Guardrails & Safety
Input validation, output filtering, rate limiting, cost controls, and human-in-the-loop patterns.
Multi-Agent Architectures
Orchestration patterns, agent communication, delegation strategies, and consensus mechanisms.
Hands-on: Multi-Agent Workflow
Build a multi-agent system with specialized agents (researcher, writer, critic) collaborating on tasks.
State Management & Memory
Conversation memory, long-term storage, shared state between agents, and context windowing.
Evaluation Frameworks
Designing test suites, metrics for agent quality, regression testing, and continuous evaluation.
Hands-on: Agent Evaluation Suite
Build a comprehensive evaluation framework for your agents with automated testing.
Production Deployment
Monitoring, observability, scaling strategies, incident response, and operational best practices.
Capstone Project Review
Present and review agent systems built during the workshop, feedback and next steps.
Workshop Outcomes
What you'll walk away with
Who This Workshop Is For
Senior engineers, ML engineers, technical architects building autonomous AI systems
Interested in Building Production AI Agents?
Tell us about your training needs and we'll provide a custom program recommendation.
All programs are custom-tailored to your organization's specific goals and requirements.
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