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

Agents & Workflows

Tool Use

How models call tools, where the boundaries should be, and what can go wrong.

Use this page for function calling, tool contracts, and defensive design around tool execution.

Agents & Workflows

Agent systems, orchestration patterns, and practical workflow design.

Memory and State

Managing context across sessions, steps, and long-running tasks.