Nite — a Cursor for documents

A Cursor for documents — an AI workspace with a two-pass (search + generation) agent pipeline, SSE streaming, and a three-layer content model (Markdown, blocks, TipTap).

Nite landing page: pixel-art night sky with the headline 'Your thoughts, amplified' — nite.ink: write with an AI that understands context, suggests ideas and helps you think clearer.

What I built

Built a custom AI agent pipeline with a two-pass architecture (search + generation), using SSE streaming for real-time updates.
Engineered a three-layer content system (Markdown, Block Model, TipTap JSON) enabling structured AI editing.
Implemented a scalable backend with NeonDB (PostgreSQL), Firebase authentication and a modular API architecture.

Live demo

Built by Nijeesh NJ, AI Engineer in Bengaluru. See more projects.