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…
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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…
We ran our own note checker against a public scribe benchmark. Here is what it missed.
Krasyn ships a tool called Note Check. Paste a visit transcript and the note any AI scribe drafted from it, and it labels each sentence Supported, U…
We published how we measure our AI scribe's faithfulness, and built a checker anyone can run on any scribe's note
I founded Krasyn, an outpatient EMR with an AI scribe inside it. Krasyn has run a working outpatient clinic's real patient records since March 2026,…
Where deterministic matching ends: cleaning and matching patient records with AI
Every organisation that runs more than one system eventually holds the same person several times over. A referral arrives with a shortened first nam…
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…
Messages Need a Protocol Before They Need a Chat UI
A patient taps a kiosk and asks for help. A staff member replies from another screen. The same message may appear in the app, trigger a push notific…
Who Owns the Clock
A patient asked why she got two reminder texts a day when everyone else got one. Fair question. She had two open episodes in my Medicare RTM engine,…
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…
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…
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…
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…
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 hones…
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 guid…