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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

geminipythonjavascripthtmlcssreactgemmallamagrok

AI tools

Coded withClaude CodeGemini 3.8 FlashGemma 4 31BOlder GeminiGemini 3.1 Pro

Prize Categories Entered

  • Gemini Prize Category Q1 2025 - Q1 2026

    Best Use of Gemini API

    Submitted

    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 prize

    Best Overall

    Submitted

    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 prize

    Best Use of Nimble

    Submitted

    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 prize

    Sentry Raffle

    Submitted

    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.