coleam00/ai-transformation-workshop
102 stars · Last commit 2026-05-18
Workshop materials and demo app for 'Principles of Agentic Engineering' by Cole Medin — the AI layer concept, the PIV loop, and 15 reusable Claude Code commands you can drop into any project.
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# AI Transformation Workshop — Agentic Engineering Workshop materials and a working demo app for **"Principles of Agentic Engineering: Scaling your Development with AI"** by Cole Medin. This repo packages a complete reference implementation of how to build software in an AI-first organization: - **The methodology** — the AI layer concept, the PIV loop, and five golden rules that compound over time - **A portable AI layer** — 15 commands and 2 skills you can drop into any project today - **A live demo app** — a deliberately scarce poll builder used as the canvas for the workshop's live build If you attended the workshop, this is the canonical reference for everything you saw. If you didn't, the workflow below works just as well on your own codebase. --- ## The Methodology ### The AI Layer — Your Second Codebase Every codebase now has two layers: the code itself, and the AI layer — all the context that tells your coding agent how to work in your codebase.