Build real things
with AI.

An AI content pipeline rarely breaks on a bug. It breaks on a Tuesday when a wallet hits zero and every render after that fails. Each tool keeps its balance somewhere different, and one of them doesn't expose a balance at all. This is the 70-line script that reads all three every morning.

A low-poly "what if it doubled every day?" account on Instagram showed 50.9K followers and a top reel at 14.1 million views when I checked it on 30 October 2026. I copied the format, not the jokes, and render the scenes in Blender from a Python script. It costs 0 credits a reel, against about 135 AI video credits a reel the way I made the first one.

The YouTube Data API gives a new project 10,000 quota units a day, and posting a reply to a comment costs 50. That's about 200 keyword replies a day for $0 in API fees. Creators who already say "comment GUIDE" on Instagram usually leave their YouTube comments unanswered, and that gap is the service.

You give it your YouTube title and thumbnail. Seven Claude test viewers, each seeing your video in a different place, decide separately whether they'd click. You get who you lose and why, three better titles and the best title and thumbnail pair.

You paste the caption you're about to post. Seven Claude editors, each with one job on the desk, read it separately and vote run it or spike it. You get fact-check flags, three first-line options and a rewritten caption ready to paste.

You paste a cold email and say who it's going to. Six Claude sparring partners, each someone your email has to get past, read it separately and vote reply, ignore or delete. You get the one problem costing you the most replies and a rewrite ready to send.