Document

Beyond Prompt and Pray: A Field Guide to Structured AI Engineering

Why unstructured AI prompting fails in production codebases, what context engineering actually means, and how structured workflows turn AI from a liability into a multiplier.

Slides

Beyond Prompt and Pray: Companion Slides

Companion slide deck — structured AI engineering workflow, context engineering principles, and the practitioner's path from prompting to orchestration.