AI case study

Gambit RoboticsCooking guidance

Robotics software typically demands large teams. Claude Code writes 90% of the codebase, letting Gambit ship a working prototype in days.

Published

Key results

AI-Written Codebase
90%

Result highlights

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The story

Context

A hardware startup founded by the co-founder of MongoDB and a Google AI computer vision researcher, building a device that combines RGB camera, thermal sensors, and voice to guide home cooks through any recipe in real time.

Challenge

Cooking creates genuinely hard conditions for AI: partial camera views, heat-induced visual changes, users talking with busy hands, and ingredient...

Solution
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Quotes

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The company

Gambit Robotics logo

Gambit Robotics

gambitrobotics.ai

AI kitchen assistant for real-time cooking guidance and stove monitoring.

IndustryConsumer Products
LocationNew York, NY, USA
Employees1-10
Founded2024

The vendor

Anthropic is a technology company specializing in artificial intelligence and machine learning solutions.

IndustrySoftware & Platforms
Location2 Pennsylvania Plaza, 10121, York, New York, United States
Employees1K-5K
Founded2021

Use case

Gambit Robotics's Cooking guidance is part of this use case:

Autonomous Systems
21 case studies(+100% YoY)
Proven impact?
LowModerateVery Strong
4.5Moderate
4.1Moderatewithin Product Engineering

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