From the team
Notes from the fridge.
Engineering posts, savings math, and design decisions behind FreshCheck AI.
- Apr 12, 20269 min read
How we built a food-expiry AI that scans your fridge in 2 seconds
An engineering walkthrough of FreshCheck's vision pipeline: prompt design, on-device fallbacks, and our planned migration from Gemini 2.0 Flash to Claude Sonnet 4.5.
Read post - Mar 22, 20266 min read
The $1,500 question: how much food is your family actually wasting?
We pull the numbers behind the average household food-waste bill — and show you how to estimate yours in under a minute.
Read post - Feb 18, 20267 min read
3-day, 1-day, day-of: the science of food-waste reminders
Why FreshCheck fires three notifications per item — and why the timing matters more than the count.
Read post