Warren Shin

A developer working on AI systems and agentic coding, writing down lessons from applying LLM-based tools in production.

An AI Learning Map — Orientation: The Whole Picture Before the Details

AI Systems

An orientation that maps how AI, machine learning, deep learning, and LLMs relate, how AI products travel from data to the user, and how the field arrived where it is today.