ecommerce backend

nov 25 - jan 26 • order & payment service
description

ecommerce backend is an experimental, highly concurrent order processing and payment service. It leverages an event-driven architecture to coordinate inventory updates, checkout processes, and payment status updates asynchronously.

key features
Event-driven Workflows — Built using RabbitMQ for reliable, asynchronous event distribution.
Consistent Ledger — Utilizes PostgreSQL transactions and outbox pattern to guarantee data consistency.
Stripe Integration — Native Webhook handler to securely process and reconcile charge events.
Containerized Ecosystem — Configured via Docker Compose for effortless local development and deployment.
thought process

Most web developer tutorials show monolithic ecommerce services that quickly break under heavy load or network partitions. I wanted to design an decoupled architecture that models how real-world scale works: checking out is asynchronous, and the user's interface updates via webhooks or polling. I chose PostgreSQL for its strong ACID properties and RabbitMQ because of its flexible routing and high reliability guarantees.

challenges faced

Managing distributed state was a massive challenge. Specifically, preventing race conditions where multiple checkout events try to purchase the same inventory item at once, or handling situations where Stripe processes a payment but the user closes the window. I implemented pessimistic locking on critical database records during checkout, and built idempotent event consumers to prevent duplicate processing.

future roadmap
Distributed tracing with OpenTelemetry to map latency bottlenecks across services.
Adding a gRPC communication layer between internal services instead of HTTP REST.
Introducing Redis for distributed locking on order checkouts to minimize DB load.