Learn loop · live demo

Book a flight by hand twice. Get a one-call booking API.

Two recorded Chromium sessions on a demo airline: search, pick a flight, book. Unbrowse finds the csrf token, the quote token and the flight id moving between requests, drops the pixels and polls, and compiles a harness that books a route it never saw — asking for the flight choice mid-run.

Do a task once in a browser. Unbrowse diffs the network across clicks and sessions, traces every token and id back to the response that produced it, and compiles one callable capability.

Open the sample site ↗
Paste HAR / trace JSON

Two or more sessions with different inputs give the best diff. HAR files are export-from-devtools compatible. Raw traces stay private evidence; only the compiled harness is shown.

Your own sites, with your logins in the vault: open the console.