Designed and delivered large-scale, stateful architectures Implemented robust patterns for coordinating multi-step workflows Experience with distributed transactions (two-phase commits, sagas) Comfort building reconciled workflows with audit trails and automated recovery Bake in observability, fault tolerance, and graceful degradation Understand caching, queueing, rate-limiting, and system tuning Strong strategic thinking and communication skills Bias toward action and high standards