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Developer TrackFull-day (8 hours)

Agents + Agentic Development

Build Production-Ready AI Agents

This intensive workshop takes developers from understanding LLM fundamentals to building working AI agents. Based on our Fischer Homes training program and David's expertise in agentic development, you'll learn the complete stack from tokenization to deployment.

What You'll Learn

LLM fundamentals: tokenization, embeddings, attention
Agent architecture: Perception → Reasoning → Action
Claude Code CLI setup and CLAUDE.md configuration
Agentic development patterns and context management
Multi-framework comparison: CrewAI, LangGraph, AutoGen

Full Curriculum

Detailed breakdown of workshop modules and timing

1

The Road to LLMs

75 min

Deep dive into tokenization, embeddings, attention mechanisms, and context windows. Understand how modern LLMs work under the hood.

2

From Assistants to Agents

45 min

Learn the critical distinction between AI assistants and AI agents. Understand the Perception → Reasoning → Action loop that defines agentic behavior.

3

API Formats & SDKs

45 min

Compare OpenAI vs Anthropic API patterns. Learn best practices for API integration and SDK usage.

4

Claude Code CLI

75 min

Hands-on setup and configuration of Claude Code CLI. Master CLAUDE.md for project-specific instructions and agentic workflows.

5

Agentic Development Patterns

60 min

Learn proven patterns: context management, "Explore, Plan, Code, Commit" workflow, and effective prompt engineering for agents.

6

Build a Real Agent

90 min

Design and implement a working agent MVP using your real use cases. Hands-on coding with instructor guidance.

7

Multi-Framework Landscape

30 min

Survey of CrewAI, LangGraph, AutoGen, and Claude Agent SDK. Understand when to use each framework.

Workshop Outcomes

What you'll walk away with

Build and deploy a working AI agent
Configure Claude Code CLI for your projects
Apply agentic development patterns
Choose the right agent framework for your use case
Understand LLM fundamentals for better debugging

Who This Workshop Is For

Developers, engineers, data scientists, technical leads

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