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#ehr-integration

5 articles

September 10, 2026

HL7v2 to FHIR Migration: A Practical Engineering Guide

A hands-on HL7v2 to FHIR R4 migration reference: segment-to-resource mapping tables, the cutover process, terminology and identity gotchas, and tooling.

March 14, 2026

CDS Hooks: What Nobody Tells You Before You Build

CDS Hooks promises real-time clinical decision support inside EHRs. The reality of building a working implementation is far more complicated. Here are the 10 things we wish we knew before shipping our first CDS integration.

March 14, 2026

Healthcare Integration For Beginners: HL7v2

HL7v2 has been moving healthcare data since the 1980s and it is still running in 95% of US hospitals today. If you are new to healthcare engineering, this is the standard you will encounter first. Here is what you actually need to know.

March 14, 2026

5 Reasons to Solve for Adoption Before Building Your Digital Health Tool

The digital health startup graveyard is full of technically brilliant products that solved real clinical problems and still failed to get traction. The difference between products that scale and products that stall is almost never the technology. It is adoption strategy.

October 22, 2025

5 Hard Lessons from Building Epic FHIR Integrations

Epic's FHIR APIs are powerful but full of undocumented quirks. After building integrations across multiple health systems, here are the five lessons that would have saved us months.

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