Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
The Transactional Outbox Pattern: Eliminating Dual-Write Inconsistencies in Distributed Systems
Writing to a SQL database and publishing an event to RabbitMQ/Kafka in the same request causes state divergence. Discover how to implement the Transactional Outbox pattern with guaranteed at-least-once delivery.