You are an expert frontend engineer and product designer. Extend the existing **Jupyter-like deep research notebook** prototype with advanced capabilities for **tool integration**, **human checkpoints**, and **traceability**.

Create an app for a **deep research product** that functions like a **Jupyter notebook**, where each **agent or reasoning step** lives in its own **cell**.