At 11:40 PM I asked my AI what was on my YouTube calendar for August.

It told me I had eight videos scheduled to publish at the exact same timestamp on the same dates. Two Shorts, one slot. Eight times over.

It also told me the fix, proposed the moves, and waited for my confirmation before touching anything.

I didn't open YouTube Studio once.

That's the short version of what RFD_YT_Engine is. The longer version starts about two months earlier, when I was running a pipeline called ContentEngine that was supposed to generate YouTube Shorts from AI-written game reviews. It had nine stages, a script generator, a brief generator, a voice synthesis layer, and a Pollinations.ai fallback for when nothing else produced a usable image. It was elaborate.