Nainsi Dwivedi — The people getting the craziest results from Claude aren’t using “better prompts.”

The people getting the craziest results from Claude aren’t using “better prompts.”

They’re copying the workflow of the people who built systems like Claude in the first place.

Boris Cherny’s CLAUDE.md anatomy is basically a masterclass in how elite AI operators think:

• Plan before execution • Split tasks into focused agents • Track failures like a real engineering system • Verify everything before shipping • Eliminate root causes, not symptoms

Read it once and you realize:

Most people are talking to AI. A small group is building infrastructure around AI.

That’s the real divide right now.

And honestly, this changes how you see AI completely.

Because the highest leverage isn’t hidden inside some secret prompt.

It’s in creating an environment where AI can think clearly, execute systematically, and improve over time.

That’s why two people can use the same model and get wildly different outcomes.

One gets content.

The other gets a scalable execution system.

This is probably one of the most important mindset shifts for anyone serious about AI.

원문: https://x.com/nainsidwiv50980/status/2056765341922119681?s=52