AI Engineering Notes

AI Engineering Notes

AI Basics Tokens and Context Prompting Model Behavior

Built with AI Project Showcase Tooling Stack Build Process

Agents & Workflows Tool Use Memory and State Human in the Loop

Evaluation & Operations Evals Observability Cost and Reliability

AI Basics

Model Behavior

Notes on strengths, limitations, and failure patterns of modern models.

Use this page for reliability limits, hallucinations, reasoning tradeoffs, and how behavior changes under tool use or system constraints.

Prompting

A place for prompt design fundamentals and examples.

Built with AI

Case studies of the web apps you built with AI and the tools behind them.