Peter's AI Workshop is a comprehensive 10-module curriculum that takes anyone from zero to building production AI agents. It's available as a free self-serve workshop online, and as a hands-on corporate training delivered on-site or virtually.
Module 1: Get Set Up
Install the tools you need — Claude, Antigravity IDE — and get your environment ready in under 15 minutes.
Module 2: AI ≠ Chatbot
Why agents beat chatbots. Understanding the fundamental shift from question-answering to autonomous task execution.
Module 3: How LLMs Work
Interactive deep dive into tokenization, context windows, attention mechanisms, and temperature controls. Built as an interactive explainer with live demonstrations.
Module 4: The 6 Agentic Capabilities
Reasoning, tools, self-correction, orchestration, autonomy, and decision-making. The building blocks that separate a chatbot from an agent.
Module 5: Practice Prompting
Before/after exercises in the Prompt Lab showing why words matter. 71 prompt recipes across 8 categories.
Module 6: Build a Website
Deploy a personal website in 30 minutes using AI. A hands-on exercise that demonstrates AI's practical utility.
Module 7: RAG Explained
Why AI hallucinates and how retrieval-augmented generation fixes it. 12 side-by-side comparisons showing RAG vs. vanilla LLM responses.
Module 8: MCP & Tool Use
How agents connect to email, databases, files, and browsers via the Model Context Protocol. The bridge between AI and the real world.
Module 9: Agent Teams & Subagents
Multi-agent orchestration, 8 prompt patterns, and a custom agent builder. How to coordinate multiple AI agents working together.
Module 10: Build 6 Agents
Hands-on exercises building one agent per agentic capability. Participants leave with 6 working agents they built themselves.