AI authors it. You own and run it.
Let AI do the expensive exploratory work once, then crystallize it into a durable artifact that runs forever without the AI tax. The pattern behind everything we build.
Most AI products assume the model has to stay in the loop forever. Every run and every CI build means another token bill and another dependency on a vendor staying up.
For most software, that's backwards.
The expensive part happens once
The hard, AI-shaped work is exploration: working out what to do, in a messy real environment, the first time. That's where an agent earns its keep. Once it has the flow figured out, you can usually crystallize the result into something deterministic (code, a config, a spec) that needs no AI to run.
Hover is the cleanest example. You describe a flow in plain English. AI drives your real Chrome once to verify it. When the run is clean, Hover writes a standard @playwright/test spec, and from then on your CI runs plain Playwright. No AI, no token bill, no flake from a model having a bad day.
Why "you own it" matters
A crystallized artifact is yours. It lives in your repo, runs on your machine, and keeps working whether or not any model is online. That's what separates a tool you rent from a tool you own.
AI authors it. You own and run it — forever, without the AI tax. That is the pattern we apply to every category we rebuild.
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