Consistency

A high-resiliency architecture for extreme traffic bursts, utilizing virtual waiting rooms and atomic inventory management to ensure fair distribution under load.

A high-integrity architecture for global payment gateways and internal ledgers, emphasizing rigorous idempotency, eventual consistency, and deterministic recovery.

A decision-making framework for choosing between SQL (relational, strict ACID) and NoSQL (distributed, flexible schemas) databases, evaluating data structures, horizontal scalability needs, and tunable consistency requirements.