The FDE and AI Engineer Guide

A practical open-source guide for FDEs, AI engineers, product teams, and operators building production AI systems. Start with real workflows and measurable value, choose the smallest sufficient mix of rules, ML, models, agents, and human review, then ship with secure tool contracts, evaluations, release gates, observability, and operating playbooks. Includes templates, blueprints, controls, and executable examples.