@NainsiDwiv50980: The people getting the craziest results from Claude aren’t using “better prompts.” They’re copying the workflow of the …

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Summary

This article argues that the most impressive results from Claude come not from better prompts but from adopting the systematic workflows of AI system builders, as illustrated by Boris Cherny's CLAUDE.md approach.

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.
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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.

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@Mikocrypto11: Anthropic engineer's key point: 'You shouldn't always prompt Claude. You should build a system that prompts itself.' This might be the most worth-saving Claude workflow I've seen recently. In the video she breaks down...

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Anthropic engineer emphasizes that you should not just manually prompt Claude, but rather build a system that can prompt itself. The article breaks down common user issues: starting from scratch every time, not leveraging CLAUDE.md, plugins, and workflows, pointing out that this wastes most of Claude's capabilities.