Edward Schaefer

Content isn't a talent problem. It's a production problem. We turned AI UGC into an assembly line and ran it hard. Thousands of reels, images and shorts shipped across Instagram, Facebook, YouTube and Threads. Real accounts, surviving months without bans. 90% yield. ~$0.27 a reel. Thousands of dollars of finished content, a month of it in a day. If you're already winning and drowning in output, this is the machine.

A standing desk will give you 10x more energy

The companies that win AI won't have the best models. They'll have the best systems.

AI isn't magic. Discipline is.

The answer is almost always: more than you think.

Every week I ask: what can disappear from this workflow?

Your second brain should outlive your memory.

Founders should build libraries of decisions.

Every solved problem should become infrastructure.

I want to spend my time solving new problems, not repeating old ones.

The best systems feel inevitable once you see them.

Less friction. More flow.

Scaling is mostly subtraction.

Business rewards results, not busyness.

The production line doesn't care how hard you worked.

I don't measure effort. I measure output.

Can’t help but ponder if we should give away SAAS products for free now since they’re so easy to make. It has the same feeling as Ivy League education videos had when they first started releasing online courses on YT.

Ideas are cheap. Reliable execution isn't.

The best businesses are built around constraints, not around ideas.

If a process can be written down, it can probably be automated.

Every repetitive job should be questioned.