Engineering
Production systems, internal tools, and AI-native features. We ship things that don't buckle in month three.
- Full-stack product engineering
- AI features: retrieval, agents, evals
- Platform & infrastructure hardening
A two-person studio — Rachit Jain (engineering) and Tanvi Agarwal (design) — shipping production software and interfaces for teams that care how things are made.
Production systems, internal tools, and AI-native features. We ship things that don't buckle in month three.
Brand, product interfaces, and motion. The kind of design that earns attention from the kind of users you want.

Built the first real design system at a Series A fintech — tokens, components, and Code Connect wired end-to-end.

Took a stuck 'AI in roadmap' project to production in six weeks; 40% of logged-in sessions now use it.
Understand the problem, the users, and the constraints before we touch a pixel.
Scope the smallest thing that's genuinely valuable and that we can actually ship.
Wireframe, prototype, review. Tight loops with you, not month-long ivory-tower work.
Build in production, release to real users, measure, iterate. Nothing lives in a demo branch.
“The Bit Breakdown shipped an AI feature we'd been stuck on for six months in four weeks — and I still use the design system every day.”
“Most studios hand you a pretty deck. This one handed us a production app and a team that made our real engineers better.”
Tell us what you're working on. We respond within 24 hours with an honest read on whether we're the right fit.