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

Prompting

A place for prompt design fundamentals and examples.

Use this page for prompt structure, examples, and iteration patterns that actually hold up in real products.

Tokens and Context

A starter page for explaining tokenization, context windows, and practical constraints.

Model Behavior

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