Bundle Validation in CI: Catching Bad Payloads Before Production
The idea sounds obvious: run FHIR Bundle validation in continuous integration, and stop bad payloads from ever landing in a…
Author: Sarah Mitchell
Health informatics writer based in Austin. Covers FHIR adoption in mid-sized hospital systems and the practical messes that come with it.
Batch vs Transaction Bundles: Why the Validation Rules Feel Different
FHIR Bundles come in a handful of types, but the two that most integration teams touch every day are batch…
5 Structural Mistakes We See in Real-World FHIR Bundles
After you have looked at enough Bundles, the same handful of structural mistakes start to feel familiar. They are not…
Structural Check vs Terminology Check in FHIR: Which One Comes First
FHIR validation is often talked about as one activity, but in practice it is two very different jobs stapled together.…
How to Read a FHIR Validation Error Without Getting Lost
The first time you paste a Bundle into a validator and stare at the response, the natural reaction is to…
What Really Breaks When You Skip FHIR Bundle Validation
Ever pushed a FHIR Bundle into production and watched half the entries silently vanish into the receiver's error log? The…
Top 5 FHIR-Native MPI Products for 2026
A FHIR-native Master Patient Index is one that speaks FHIR Patient resources as a first language, not as a translated…
Top 3 FHIR Terminology Servers for Multi-Tenant Healthcare Platforms
Multi-tenant healthcare platforms put FHIR terminology servers under a different kind of pressure than single-tenant deployments. The server has to…
Open-Source vs Commercial FHIR Terminology Servers: Which Fits Your Stack
The open-source vs commercial choice for a FHIR terminology server is rarely about features anymore. The strongest open-source projects in…
5 FHIR Terminology Servers That Actually Implement $translate
$translate is the FHIR terminology operation that most servers claim to support and that fewer actually implement correctly under real…