A practical pattern for preventing cascading failures, coordinating state across replicas, and serving controlled fallbacks. By Reshma Thakkallapelly · 7–9

A concise guide to Kafka, FHIR, transactional outbox, idempotent consumers, and observable healthcare workflows. By Reshma Thakkallapelly | 8-10 minute

Grounding specialty-pharmacy answers in approved content with hybrid retrieval, citations, privacy controls, and human oversight. By Reshma Thakkallapelly · 8–10