I built BabyBright TV because of one specific moment: my daughter (18mo at the time) was watching a "learning" video that spiraled into 40 minutes of unrelated, overstimulating garbage because the algorithm just wanted watch time, not her development.

A few things I learned researching this before building anything:

1. Autoplay is the enemy, not screens themselves. The AAP's actual guidance for 18mo-2yo isn't "zero screens," it's "co-viewed, high-quality content, capped duration." The problem was never the video — it was the queue after it.

1. Repetition is a feature for toddlers, not a bug. Adults get bored of the same nursery rhyme on loop. Toddlers build language pattern recognition from it. Most kids content platforms optimize against this because "new content" drives engagement metrics better than "content that actually works pedagogically."

1. A fixed weekly drop beats infinite scroll. When there's always more content available, kids (and honestly, parents) never stop. When there's a set amount released on a schedule, the session has a natural end. It's the same reason cable TV's fixed schedule was healthier for kids' attention spans than infinite streaming.

So that's the whole premise of what I'm building: a small, curated, weekly-capped library for 1-3 year olds — nursery rhymes, alphabet/number shorts, calm educational cartoons — with no autoplay queue and no algorithm deciding what's next.

Not selling anything in this post, just sharing the reasoning in case it's useful to another parent or builder thinking about this problem.