How ICD-10 Codes Map to an HCC / RAF Score (and Why the Same Code Set Yields Different Scores)
If you're building anything that touches Medicare Advantage risk adjustment, sooner or later you hit this question: "How do ICD-10 codes map to an HCC…
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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…
HL7v2 Isn’t Legacy — It’s the Backbone
HL7v2 is so embedded in healthcare that people often forget to explain what it actually is. HL7v2 (Health Level Seven version 2) is a messaging standa…
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…
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…
How to Add Drug Interaction Checking to Your Health App in 5 Minutes
Nearly 1 in 4 Americans takes a prescription drug alongside a dietary supplement. That's roughly 75 million people who might not know that their fish …
HIPAA Risk Assessment in 2026: A Healthcare Engineer's Field Guide
If you build, run, or audit systems that touch protected health information (PHI), the HIPAA risk assessment is the document that quietly decides whet…
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…
US healthcare still stupidly expensive, with pathetic outcomes, study finds
There are strategies to improve healthcare, but US isn't trying them.
n8n for Healthcare: 5 Automations for Clinics, Practices, and Health Tech Teams (Free Workflow JSON)
Running a clinic or health-tech team means juggling patient communication, staff coordination, billing, and compliance — all at once. Manual follow-up…
Building a Clinical Speech-Therapy App With a Real SLP: 4 Lessons From PhoenixSteps
Originally published on the AstroLexis blog . Cross-posted here for the community. My son's speech-language pathologist became my co-founder. PhoenixS…
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 …
NYC Health and Hospitals says hackers stole medical data and fingerprints during breach affecting at least 1.8 million people
The New York public healthcare system said hackers stole personal and medical data, and scans of biometrics — including fingerprints — in one of the l…
Stop Naming Your Healthcare Columns Wrong — ISO-11179 Explained
If you've ever inherited a healthcare database with columns named DOB , PatientID , or CLAIM_NUMBER — this guide is for you. Healthcare data engineeri…
AI/ML Powers Health: Build with ML Kit & Med-Gemma
Revolutionizing Healthcare: AI and ML Powering Diagnosis and Beyond with ML Kit and Med-Gemma The healthcare landscape is undergoing an unprecedented …
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…
Online Telehealth Services in 2026: What Actually Works (and What's Just Marketing)
A few years ago, telehealth was the "nice to have" tab on a clinic's website. Today it's the front door. Patients book a video call before they book a…
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…
US healthcare marketplaces shared citizenship and race data with ad tech giants
Virginia and Washington D.C. paused the data collection and sharing, after Bloomberg's investigation found their health insurance marketplaces were sh…
Healthcare Software Development Solutions: A Comprehensive Guide
Rethink healthcare software development solutions! Build smarter systems that cut costs, protect patient data, and elevate care, with Abstracta guidan…