The science

How it actually works

We publish the real engineering — no growth-hack fluff. This is the content competitors can’t fake.

Engineering

Why AI screenshot-to-code tops out at 49% fidelity

Vision models guess pixels they can't measure. Here's why deterministic capture beats AI for pixel-perfect website cloning.

Webflow

What Webflow's published code actually contains

A teardown of Webflow's published output — jQuery, webflow.js, the .w-* classes, IX2 interactions, and what's safe to strip.

Engineering

How we measure pixel fidelity (and why nobody else does)

Static vs raw fidelity, dynamic-region masking, and the verify loop that turns 'looks right' into a number you can trust.

Guide

Exporting Webflow to Astro: the complete guide

Why Astro is the highest-fidelity framework target for a Webflow export, and how to migrate without losing the design.