Tako is a browser-local atomistic simulation workspace for quantum chemistry. Tako included a native jupyter notebook like interface and rich agentic support, making quantum chemistry more approachable. The underlaying chemistry Atomli reduced DFT compute by more then 10x without any compromise on accuracy, reduce compute cost.