Health Samurai Blog

Aidbox 2603 brings BigQuery streaming, Databricks Lakebase support, FHIR package dependency overrides, and Formbox improvements.

Agentic coding meets FHIR: build dashboards fast while keeping full control over data, architecture, and interoperability.

FHIR (Fast Healthcare Interoperability Resources) revolutionized medical data exchange between systems. However, its nested JSON structure makes data analytics challenging.

FHIR's nested structure works for APIs but frustrates SQL analytics. SQL on FHIR uses a simple DSL to define flat views – portable across ETL/ELT runners, tested via shared suites. Nikolai Ryzhikov's DevDays session demos the workflow from Synthea data to Grafana dashboards.