GapFill: catching the logs you forgot, guilt-free

Here's a thing we believe down to our bones: you are going to forget to log things, and that is completely fine. The 3am feed where you were half-asleep. The bottle the babysitter gave while you were on a work call. The nap that happened in the car. Real life is messy, and any tracking app that pretends otherwise is setting you up to feel like you failed. GapFill is our answer to the forgotten log — and we built it specifically so it would never nag you.

What GapFill actually does

GapFill watches the shape of your baby's day as it's recorded in your shared timeline. When it notices a stretch that usually contains something but is sitting empty — say, a span of hours with no feed logged when your baby typically eats in that window — it quietly raises its hand.

It doesn't invent a fact and silently file it away. It offers a gentle, pre-filled suggestion that you can:

• Confirm, if yes, that feed did happen and you just forgot to tap it in
• Edit, if something happened but the details were a little different
• Dismiss, if nothing happened and the gap is real

That's the whole interaction. A suggestion, and your one-tap answer. Nothing gets added to the record without a human saying yes.

Why "quietly" is the entire design

We were very deliberate about the tone here, because the same feature done loudly would be miserable. Imagine an app that pinged you "You missed a feed!" — even when you hadn't, even when your baby simply wasn't hungry. You'd start to dread opening it. That's the opposite of what a baby tracker should feel like.

So GapFill is built to be easy to ignore. It never blocks you, never sends a guilt-trip notification, never treats a real gap as a mistake. Sometimes there genuinely was no feed in that window, and dismissing the suggestion is the correct, complete answer. A "no" is just as valid as a "yes," and the app respects both equally.

The point isn't to police you. It's to protect the record, gently, so that the timeline your whole family relies on doesn't quietly develop holes.

Why a complete record matters more when you're sharing

If you were the only person ever looking at the log, a missing feed wouldn't matter much — you'd remember. But Cradlo is a shared log, and that changes the math.

When the night nanny checks the timeline at 2am to decide whether the baby is due to eat, a forgotten evening feed isn't a small cosmetic gap — it could change what they do next. When you export a week for the pediatrician, a few missing entries can make a clear pattern look like a confusing one. GapFill exists so the shared picture stays trustworthy even though every individual caregiver is human and busy and occasionally forgets.

And because it leans on the same recent history, GapFill quietly gets better as your routine settles. The more your days have a recognizable shape, the better it is at spotting when a piece is missing — and the more confidently you can tap "dismiss" when it isn't.

We'd rather build the feature that catches your mistakes kindly than the one that makes you feel watched. Tracking should lower your mental load, not add a chore you can fail at. GapFill is one small piece of keeping that promise: the record stays whole, and you never have to feel bad about the feed you forgot.