I Built More Than 100 Clinical Tools Without Writing a Single Line of Code

AI is letting clinicians build software the same way they think: by describing a problem in plain language and letting the machine do the rest.

Vibe Coding Is Already in Medicine. Most Clinicians Don’t Know It Yet.

What vibe coding is, why it matters, and why an ObGyn professor is further along than most health systems.

A resident came to me last year with a clinical question she had already run through a large language model. The answer was good. Her instinct to use AI was correct. What surprised me was not her question but her hesitation to admit where she had looked first.

She was using the technology but treating it like a secret.

I understand the hesitation. Medicine moves slowly, and the slowest part moves fastest right now. Something has changed in the last year that most clinicians have not yet named. The name is vibe coding.

What Vibe Coding Is

The rest of this post is for paid subscribers.