Thoughts on software architecture, performance, and building autonomous tools.
We wrote down the exact filter we run every candidate clip through before it gets edited — hook, copyright risk, caption-ability — and packaged it as a short, practical guide.
The real cost in a clipping channel isn't editing time — it's editing clips that were never going to work. A five-minute check before you open the editor changes that.