Pawdigree — point your camera at any dog or cat, get the breed

Pawdigree is here. Take a photo of any dog or cat and it identifies the breed — purebred or the beautiful mystery mix at the dog park.

The thing I cared most about: it doesn't pretend. If a photo is genuinely ambiguous, it says so rather than inventing a confident answer. Below a real confidence bar, it holds back instead of guessing — because a wrong "100% sure" is worse than an honest "not sure."

What it's good for

• Settling the "what is that dog" debate on a walk
• Curiosity about your own rescue's mix
• Cats too — not just dogs

One-time purchase, tiered by how much you want. No subscription.

This one was a fun build — getting the model to be appropriately humble took more iteration than getting it to be accurate.