Validating Medical Device Specs in Python: A Stone Basket Example
If you maintain a product catalogue or ERP feed for medical devices, bad specification data is a quiet source of errors. A basket listed with the wr…
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Your Healthcare Voice AI Agent Needs a Compliance Gate (Before It Costs You $50,000)
An $800 voice agent cost a healthcare founder $50,000. I heard this directly from him last week. The agent worked. The voice was natural and the int…
Architecting Autonomous Healthcare Concierge Agents: From Partial Slot Extraction to Bi-Directional Database Sync & Sub-100ms Tool Traces
Architecting Autonomous Healthcare Concierge Agents: From Partial Slot Extraction to Bi-Directional Database Sync & Sub-100ms Tool Traces [!NOTE…
RonanRX: Vertically Integrated Pharmaceuticals for Peptides and GLP-1s!
Engineering Vertical Integration in Pharmaceutical Manufacturing: The RonanRx Stack The pharmaceutical industry suffers from a systemic architectura…
How We Built EIR: A Secure Healthcare Agent Fleet on Google Cloud
For the past month, our team has been building EIR: Healthcare Agent Fleet , a secure multi-agent platform for patient access, recovery, scheduling,…
Patient Portal Login With Convenient Authorization and Explicit Data Consent
Use delegated login for authentication convenience, but record patient consent as a separate, versioned domain event inside the portal. The deciding…
CareCloud confirms 3.7M patients had their medical records stolen in data breach
The cyberattack at CareCloud resulted in one of the largest reported data breaches in the U.S. healthcare industry this year.
From meeting audio to structured minutes in health settings
Most health services we talk to are drowning in meetings before they get anywhere near a patient. Clinical governance committees, quality and safety…
Mining patient feedback and complaints for themes
Most health services in Australia are sitting on several years of patient comments that nobody has read from start to finish. The Likert scores get…
The Headset Is the Sensor: Building VR a Clinician Will Actually Act On
I have shipped XR that gets judged on whether it feels good, and XR that gets judged on whether a doctor can act on the number it produced. They loo…
The server rejected the norepinephrine — and that was the best thing that happened
I'm a critical care physician in Colombia. For months I've been building OMAXI, an LLM pipeline that reads Spanish clinical documents — nursing reco…
CareCloud begins to notify hundreds of thousands after hackers stole medical records
The health tech data giant, which handles vast amounts of patients' medical data, said hackers struck one of its protected health data stores.
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 p…
The Number That Never Existed
A single made-up number, 1.9 percent, almost killed an experiment that never ran. Then I found the same lie hiding in my Medicare billing engine and…
Green Is a Timestamp
A test failed in my Medicare reimbursement engine on a day nobody touched the code. No commit, no deploy, no new data. I read the diff twice looking…
EndoSeg: What We Built, What We Didn't, and Why the Overlay Lies a Little
EndoSeg was built for the Nebius Serverless AI Builders Challenge Nebius Serverless AI Builders Challenge nebius.com we had fine-tune an ovarian-les…
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 H…
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 m…
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 b…
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 stan…
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…
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 wh…
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…
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-…
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. Phoeni…
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 separat…
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 enginee…
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 unprecedente…
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 re…
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…