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Mueck Consulting

Mueck Consulting

Payer interoperability, prior authorization workflows, and CMS-0057 attestation notes for US health plans and EHR teams.

  • Terminology server
  • Medical form builder
  • Ehr development
  • Emr development
Ehr development
Inside a Public FHIR Server Benchmark: Test Harness and Workloads

Inside a Public FHIR Server Benchmark: Test Harness and Workloads

A public FHIR server benchmark is only as useful as its harness. The new report from Health Samurai compares Aidbox, HAPI FHIR, Medplum, and the Microsoft FHIR Server, and the part worth reading carefully is not the headline numbers but…

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Ehr development
Top 7 MLLP Listener Implementations for Hospital Data Feeds in 2026

Top 7 MLLP Listener Implementations for Hospital Data Feeds in 2026

Hospital HL7v2 feeds still arrive over MLLP. The transport is older than most engineers working on it in 2026, but it carries the operational backbone of US hospital data: ADT, ORM, ORU, SIU, and the rest of the v2 event stream. A health…

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Ehr development
Open-Source FHIR Servers in 2026: HAPI, Medplum, and LinuxForHealth Compared

Open-Source FHIR Servers in 2026: HAPI, Medplum, and LinuxForHealth Compared

Picking an open-source FHIR server in 2026 is less about "which one has more features" and more about which tradeoffs your team can operate. The three that have real production […]

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Ehr development
FHIR MeasureReport for Quality Reporting: What CMS-0057 Attestation Actually Requires

FHIR MeasureReport for Quality Reporting: What CMS-0057 Attestation Actually Requires

CMS-0057-F rules pushed quality-measure reporting from a spreadsheet exercise to a FHIR MeasureReport pipeline for most US payers by 2026. The mechanics are underdocumented outside the Quality Measure IG itself, […]

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Ehr development
FHIR API Integration Patterns: 4 Anti-Patterns That Break Production Pipelines

FHIR API Integration Patterns: 4 Anti-Patterns That Break Production Pipelines

FHIR API integration reads well in demos and breaks quietly in production. The anti-patterns below show up in almost every real integration, and understanding why they fail is the difference […]

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Ehr development
Open-Source FHIR Servers for High-Throughput Ingestion: A DevOps View

Open-Source FHIR Servers for High-Throughput Ingestion: A DevOps View

Choosing an open-source FHIR server from a DevOps standpoint — Kubernetes deployability, backup story, observability — is a different question than picking one for developer ergonomics. The three servers that […]

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Ehr development
EHR Development in 2026: Where the Non-Obvious Work Lives

EHR Development in 2026: Where the Non-Obvious Work Lives

EHR development in 2026 is not the greenfield it was five years ago. The CMS-0057-F Patient Access, Provider Access, and Payer-to-Payer APIs are live requirements; SMART on FHIR is table-stakes […]

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Schema vetter

Schema vetter

Before sending a resource to a live server, run it through R4 resource vetter parked in the console section — AJV against the R4 schema.

Recent Posts

  • OperationOutcome Design for Validator Responses
  • Resource Validation in a Batch Pipeline
  • Terminology Validation and the Tradeoffs of Enabling It
  • When Structural Validation Is Enough for Your Risk Profile
  • Validating Incoming Resources on an Existing Endpoint

Categories

  • Cms Compliance
  • Ehr development
  • Emr development
  • Medical form builder
  • Payer Interoperability
  • Prior Authorization
  • Resource Vetter
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