AI Medical Scribe: Build vs Buy Nuance DAX & Abridge
Every healthcare AI team lands on the same question eventually. You want ambient clinical documentation in your product, and there are two obvious pat…
Architecture
⚑ Report a ProblemLatest Architecture news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
discuss
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
What building a real patient management system taught me about "healthcare AI developer"
Why "healthcare AI developer" is such a hard thing to search for A few weeks back, a founder messaged me on GitHub with a question that stuck with me:…
Stop Leaking Medical Data! Build a Privacy-First Skin Cancer Classifier with Federated Learning & PySyft 🩺🛡️
Data is the new oil, but in healthcare, data is more like plutonium—extremely valuable but incredibly dangerous if handled incorrectly. If you are bui…
Designing SAP Integrations for Hospitals in Venezuela: What Actually Makes Sense
In most hospital IT conversations in Venezuela, SAP shows up as a kind of magic word: “ If we put SAP in, inventory, billing, purchases and HR will fi…
Интероперабельность медданных: почему один биомаркер — это не один код
В каждой лаборатории один и тот же биомаркер называют по-своему, и кажется логичным «схлопнуть все синонимы в один код». Но это работает ровно наполов…
I built an AI for relationships — here's why nobody else has
Every developer I know has built something for themselves. A productivity tool. A habit tracker. A personal finance app. An AI that makes them smarter…
How Developers Can Build an AI Patient Booking Agent for Healthcare Clients
Healthcare providers lose appointments every day because patients cannot reach the clinic outside business hours. According to industry reports, nearl…
I Built a Medication Safety Companion for Home Care with Hermes Agent
This is a submission for the Hermes Agent Challenge : Build With Hermes Agent Across millions of homes, older adults managing multiple prescriptions f…
HIPAA + HRSA + FTCA + OSHA at an FQHC: One Compliance Stack, Four Rulebooks
FQHCs run on a four-rulebook compliance regime — HIPAA, HRSA OSV, FTCA deeming, OSHA. The mistake we see most often is treating them as four separate …
Healthcare AI that runs where there's no internet — Gemma 4 on a $150 phone
Track: Build With Gemma 4 · Variant used: gemma4:e2b (default) and gemma4:e4b (compared) · Submission: individual Not a medical device. This is a rese…
Three small models for healthcare intake — and what shipping all three taught me
Two months ago I started a portfolio project: build three small specialized language models for healthcare practice intake, benchmark each one honestl…
5 things healthcare engineering teams get wrong about HIPAA CI/CD
I've spent the last six years building cloud infrastructure and CI/CD pipelines for healthcare and defense engineering teams. The same five mistakes k…