2026-06-26 | Lean-YEG, AI Workspace Blueprint with Felipe Engineer-Manriquez

Artificial Intelligence is changing how we work, but how do we move beyond experimenting with AI tools and begin integrating them into our daily workflows? In this LeanYEG presentation, Felipe Engineer-Manriquez shares the AI Workspace Blueprint, a practical approach to building systems that help individuals and teams use AI intentionally. The session explores how Lean thinking, Agile practices, and AI can work together to improve learning, problem solving, collaboration, and continuous improvement without adding unnecessary complexity. [ Chapters ] 00:00 Welcome to LeanYEG 00:38 Meet Felipe Engineer-Manriquez 01:54 AI Experience Poll & Setting the Stage 04:15 Why Folders Beat AI Agents 08:55 Tokens, Context Windows & Hallucinations Explained 16:45 Markdown Files, Skills & Folder Architecture 22:00 Live Demo: Rewriting with AI Skills 26:25 What Is an AI Agent? 31:54 Data Privacy, Security & Where Folders Live 55:48 Audience Q&A 56:56 Copilot vs ChatGPT vs Claude 1:00:20 Using AI for Proposals & Risk Reviews 1:03:13 Which AI Handles Folders Best? 1:06:41 Closing Remarks LeanYEG is a volunteer-led Lean Community of Practice serving the Greater Edmonton Area, providing opportunities to learn, share, and network around Lean thinking and continuous improvement. Join the Lean Community of Practice in Edmonton:   / lean-yeg