“Regardless of language, basic billing APIs rely on deterministic money calculations, idempotent request handling, transactional state machines, and strong API contracts. Node.js excels in event-driven billing flows, Python in readable business logic and analytics, and Java in highly regulated, enterprise-grade billing systems.”