Vibe Coding in Medical Education
One Question. Every Day. Right to Your WhatsApp.

Are you tired of clunky prep platforms, bloated dashboards, and endless logins just to study for the USMLE?

Same.

That’s why we created VIBE — a lean, AI-powered tool built to meet you where you are: your phone. More specifically, your WhatsApp. Every day, VIBE sends you one USMLE-style question curated by our AI agent, with high-yield explanations, clean formatting, and zero fluff.

You don’t need another study app. You need a habit.

Its FREE

Why It Works:

Designed by physician educators, for medical students. VIBE was created by Dr. Shane Quinonez and co-created by Dr. Kamran Mirza, nationally recognized medical educators with a passion for radical simplicity

Powered by AI. No generic flashcards here. Our smart algorithm adapts to your level and sends you questions that matter.

Microlearning that sticks. One high-quality case-based MCQ a day keeps burnout away.

Built for consistency. Step 1, Step 2 — whatever your target, your daily VIBE is here to stay.