A More
Beautiful
Prompt
The Art of Human-Centered Prompt Engineering
Where the trilogy begins: the craft of asking well. A single exchange between a person and a model — and why the so-called magic words stopped mattering once the machines got good.
What it's about
Asking well.
In 2023, everyone was hunting for magic words — the perfect incantation that would unlock a model's best answer. This book was written in that moment, and against it. The premise: prompting is not a bag of tricks but a design discipline, closer to writing a good brief or asking a good question than to casting a spell.
It introduces a human-centered way to think about a single exchange — how structure, meaning, and form shape what comes back — and why, as models improved, the craft shifted from clever wording toward clarity of intent. It is the foundation the rest of the trilogy builds on: before context, before agency, there was the asking.
The framework
The HINT framework
Three pillars of prompt mastery — the architecture of the ask, the substance beneath the words, and the experience of the exchange.
The logical blueprint
The architectural arrangement, logical sequencing, and concision of the prompt — so the ask is clear.
The contextual substance
Depth through relevant details, examples, and background context that ground the AI's reasoning.
The interactive layer
The presentation and engagement flow — feedback loops and empathy for a resonant exchange.
Human-centered design
Use these pillars to turn transactional commands into meaningful, collaborative human-AI interactions.
“The model was never the bottleneck, and neither were the magic words. The bottleneck was always the quality of the asking.” From the manifesto