Building an AI Medical Scribe That Actually Works in Clinics

<p><em>This is a submission for the <a href="https://dev.to/challenges/google-gemma-2026-05-06">Gemma 4 Challenge: Write About Gemma 4</a></em></p> <h3> Why I Wrote This </h3>

<p>Building an Ambient AI medical scribe app (like Nabla) is one of the fastest-growing opportunities in digital health. These apps use passive audio capture, speech-to-text, and

<h2> What Happened </h2> <p>I pay $200/month for Anthropic's highest individual tier — Max 20x. I use Claude Code (their CLI tool) daily with a team of AI agents for building

<p>Last year I was hiring my third virtual assistant. The first one was great but moved on. The second ghosted after two weeks. By the time I was writing yet another job post on

<p>GPT-4's Hindi output is barely functional for nuanced medical queries. Ask any native speaker. That's a problem, especially when a child's medicine dosage depends on cultural

<h1> I Let OpenClaw Build a Web App From Scratch - It Even Created the PayPal Plan </h1> <p><strong>TL;DR</strong>: I gave OpenClaw an idea. It built the entire product, deployed

<p>An auditor sits across from you with a single page of questions. They are not interested in your model architecture, your prompt engineering, or your evaluation harness. They

<p>Let's be real: the current AI coding workflow is tedious. </p> <p>You hit a bug. You copy your code. You tab out to ChatGPT/Claude. You paste it. You copy the fix. You paste it