The Lab
LAB 003
ResearchAutomated Website Builder
Exploring how AI can transform ideas into working websites.

- Experiment
- LAB 003
- Status
- Research
- Tags
- AI · Web · Automation
- Studio
- Man & Tech Lab
01
The question
What is the shortest path from a described idea to a website worth shipping?
02
Concept
A constrained generation pipeline: a fixed design system, typed content models, and generation limited to composition rather than free-form code.
03
Technologies
- TypeScript
- React
- Tailwind CSS
- LLM APIs
04
What we're learning
- Constraints raise output quality more than bigger prompts do
- A design system is the real product; generation is the interface
- Content structure has to be decided before layout
05
Future direction
Structured briefs in, production-ready sites out, with an editing surface for the business owner.
06
Screenshots

Curious about this experiment?
Tell us what you're trying to build and we'll tell you how we'd approach it.
info@manandtech.com