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The short-form video reference DB to rule them all

By October 22, 2025Updates

As a byproduct of all my work on Cut30, the advancement of LLM’s, and the power of vibe-coding, I’ve been cooking up a super useful tool for all my content adjacent folks. It started when we pulled every reference video out of the Cut30 curriculum into a Notion database and started organizing. It went further when some of those dropdowns and selections turned into rigorous taxonomies, some branded Concepts and moreso – a robust Instagram and TikTok scraping and analysis tool that finds, analyzes, and organizes some of the best videos on the internet.

Anyway, what you can check out, is the short-form video database. Enjoy.