Blog.Notes from the build log.
EngineeringJul 30, 2026
How we score virality (and why shares beat likes)
Our scoring algorithm blends engagement quality with posting velocity. Here's the formula, the weights, and why a 3-hour-old video can outrank a 3-month-old one.
Read →The storyJul 29, 2026
I was tired of guessing what to post
No team. No funding. Just a tool I wanted to exist — so I taught a machine to watch the internet's best videos and tell me why they won.
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