devwithjev
— reading now— views
Submit a build

Jev Reduces Browser Automation Calls

Jev reduces browser calls for the same task from 1,092 to 101 by showing a short, fresh action table and choosing an operation and target at each step. The small LLM wakes only when a field needs typing.

View on X time7.1 seconds
Coocka@coocka_𝕏
1,092 BROWSER CALLS. THEN JEV CUT IT TO 101. Same task. Same browser. 91% fewer calls. → the model doesn't see the whole page anymore — just a short, fresh action table → pick operation + target, that's the only decision it makes per step → the small LLM only wakes up when a field actually needs typing 25% lower median time. Not from a faster model. From asking it fewer questions. Zürich → London, 7.1 seconds, real time, no speed-up. Official verified run. → Full Jev deep dive ↓
Sep 22, 2026X postsView on X
Coocka reports a 25% lower median time. The Zürich-to-London run took 7.1 seconds in real time, with no speed-up.

Also filed under Agents & browsers