Keeping product data aligned with Stripe as your systems scale

This post details how product data synchronization between internal databases and payment providers like Stripe evolves from simple scripts to complex architectural challenges as businesses scale from hundreds to millions of products. It explores the transition from naive webhooks to durable sync, queue-based and event-driven data reconciliation patterns, and the practical patterns for real-time vs. batch reconciliation.