Order Fulfillment System Low-Level Design
What is Order Fulfillment? Order fulfillment covers the steps from a confirmed order to the item delivered to the customer: […]
What is Order Fulfillment? Order fulfillment covers the steps from a confirmed order to the item delivered to the customer: […]
Requirements Track stock levels across multiple warehouses for millions of SKUs Reserve inventory when an order is placed; deduct when
Requirements Users share a unique referral code or link to invite new users Referrer earns a reward when a referred
What Does a DNS Resolver Do? The Domain Name System (DNS) translates human-readable domain names (www.example.com) into IP addresses (93.184.216.34).
Requirements One-on-one and group messaging (up to 500 members) Message delivery with read receipts (sent, delivered, read) Message history persistence
Requirements Earn points on purchases and specific actions (sign-up, referral, review) Redeem points for discounts, rewards, or free items Tiered
What is a Dead Letter Queue? A Dead Letter Queue (DLQ) holds messages that could not be processed successfully after
What is a Feature Store? A feature store is a centralized repository for ML features. It solves the “feature engineering
Requirements Users can post comments on content items (posts, videos, products) Threaded replies (nested comments) up to N levels deep
What is Session Management? Session management maintains the authenticated state of a user across multiple HTTP requests. HTTP is stateless
What is Event Sourcing? In a traditional system, the database stores the current state: “Account balance = $500.” In event
What is a CI/CD Pipeline? CI (Continuous Integration): automatically build and test code on every commit. CD (Continuous Delivery/Deployment): automatically
Requirements Send transactional emails (password reset, order confirmation, notifications) and marketing emails (campaigns, newsletters) 100M emails/day, peak 10K/second during campaigns
Why Caching? A cache stores copies of frequently-accessed data in fast storage (RAM) to avoid expensive re-computation or round trips
What is a Log Aggregator? A log aggregator collects logs from distributed services, normalizes them, stores them for search, and