Library

AI Prompt Systems

A prompt is an instruction. A prompt system is a repeatable workflow. The difference matters at scale. Ad-hoc prompting produces inconsistent output. A structured prompt system ... with context packs, schema awareness, and clear output formats ... produces content and code that fits the architecture it is being built for. This section covers how to design AI workflows that produce results you can actually use.

Topics in this section

Building Reusable AI Prompt Systems for Consistent Content
The Content Review You Should Do Before Every Publish
How to Turn One Good Idea into a Content System
Why Every Content Operation Needs a Prompt Library

PHP + JSON Publishing

Using PHP and JSON as a modern publishing stack ... why it works, how it is structured, and how AI tools fit into it cleanly.

Machine-Readable Content

Designing content that both humans and AI systems can navigate, trust, and cite ... structure, metadata, and federation endpoints.