Week 01 · The Case

Can you defend it?

You make calls like this every day, drawing on your training, your experience, your judgment. The question isn't whether you found the right answer. It's whether you can defend how you got there.

Case on fileNo. 014

A patient returns for a third visit with the same complaint. The prior two visits each closed with a different working diagnosis. This visit, the clinician orders no new testing and renews the existing plan.

Defensible

Make your call — then see how Stan reasons through both sides.

"Your judgment already got you to a decision. This is where you prove you can defend it."

Get the first real case

The premise

You already make defensible decisions every day. Can you prove it?

Clinical practice doesn't hand you clean answers. It hands you incomplete information, time pressure, and a decision you have to stand behind — sometimes months later, in front of someone who wasn't in the room.

StanKnowsIt is a weekly clinical vignette built around one question: not "what would you do," but whether the decision that was actually made — using real clinical judgment — can be defended.

How it works

One case. One verdict. Every week.

01
Read the case
A real-world clinical situation, and a decision that was already made — presented exactly as it happened, without commentary.
02
Make the call
Defensible, or not defensible? You decide before you see any reasoning — the same way you'd have to in the moment.
03
See both sides
Stan reveals the structured reasoning behind both verdicts, so you leave with sharper judgment — not just an answer key.
Chief reasoning officer

Stan doesn't tell you what to think. He shows you how to defend it.

Stan is StanKnowsIt's Chief Reasoning Officer — part mascot, part rigorous second opinion. He isn't here to catch you being wrong. He's here to make sure that whatever you decide, you can stand behind it.

Portrait of Dr. Kirsten Lin, MD
Founder
Kirsten Lin, MD
Founder & Chief Executive Officer

A primary care physician with a Direct Primary Care practice in Pittsburgh who built the tool she wished existed — a way to keep her own clinical reasoning sharp against real cases, without the pretense that medicine ever hands you a clean answer.

"A platform for clinicians to strengthen other clinicians."

Coming soon
The first case is coming.

Join the waitlist and be first to get StanKnowsIt's weekly vignette when it launches — free, in your inbox, one defensible decision at a time.