Prompt Design
Guides, frameworks, and examples for designing better AI prompts.
Featured
A field guide to prompt design
What actually moves output quality - and the small set of habits that beat clever one-liners every time.
The PTCF framework: Persona, Task, Context, Format
A repeatable four-part structure for prompts that stay reliable as your product and models change.
12 prompt patterns that ship better outputs
Copy-ready building blocks - from role priming to output contracts - with annotated before/after examples.
Latest
Designing prompts for image and video generation
Subject, style, camera, and motion - how to structure a prompt a diffusion model can actually follow.
Few-shot done right: choosing examples that generalize
More examples is not better. How to pick the two or three that teach the pattern instead of memorizing it.
How we cut hallucinations 40% with structured prompts
A teardown of the rewrite: output contracts, grounded context, and a refusal path the model respects.
Stop calling it prompt engineering
It is interface design for language models. Treating prompts as products changes how teams build them.
Comparing prompt IDEs: where iteration actually happens
Playgrounds, eval runners, and version control - what a serious prompt workflow needs in 2026.