AI Engineer NYC 2026
Join AI Engineer and Major League Hacking (MLH) on Sunday, October 11, for a full day of building, experimenting, and meeting fellow AI engineers.
Nibble
A Personal Finance Assistant
Nibble connects your grocery bill to the world. Type a shopping list or scan a receipt, and it checks live store shelves through Nimble and picks the cheapest match for each item by unit price. Ask “why this price?” and a research agent traces it back to the real event behind it, with a cited source on every step, drawn on a live globe.
A live news strip refreshes every 30 seconds. For any story you can check whether it is true (who else reports it, whether an official source backs it up) or turn it into a short investing lesson: what happened, why it matters, how it spreads, who feels it, and what named forecasters expect. Type “teach me why chip prices are rising” for a full deep-dive guide with a quiz. Nibble explains and attributes; it never says what to buy or sell.
The globe shows where staple foods come from, shipping routes, money markets, today’s news and live earthquakes, storms and fires. Nibble learns your staples from past baskets and flags news that touches them. Every agent step is traced in Sentry.
Built with
AI tools
Prize Categories Entered
- Submitted

Best Use of Gemini API
Gemini reads a photo of a crumpled receipt into clean line items and turns raw web results into plain-language answers a non-expert can follow.
- Event prizeSubmitted
Best Overall
Nibble starts from something everyone understands, a grocery bill, and uses it to show how the world moves your money, with every claim sourced and no jargon.
- Event prizeSubmitted
Best Use of Nimble
Every price, headline, source and research answer in Nibble comes live from the web through Nimble’s templates, search and six research agents, so nothing on screen is stale or made up.
- Event prizeSubmitted
Sentry Raffle
With six agents making dozens of calls per request, Sentry traces every step, so we can see exactly which call was slow or failed and prove it live.