Comment System Low-Level Design
7 min read Requirements Users can post comments on content items (posts, videos, products) Threaded replies (nested comments) up to N levels deep […] Read article
7 min read Requirements Users can post comments on content items (posts, videos, products) Threaded replies (nested comments) up to N levels deep […] Read article
6 min read What is Session Management? Session management maintains the authenticated state of a user across multiple HTTP requests. HTTP is stateless Read article
7 min read What is Event Sourcing? In a traditional system, the database stores the current state: “Account balance = $500.” In event Read article
7 min read What is a CI/CD Pipeline? CI (Continuous Integration): automatically build and test code on every commit. CD (Continuous Delivery/Deployment): automatically Read article
7 min read Requirements Send transactional emails (password reset, order confirmation, notifications) and marketing emails (campaigns, newsletters) 100M emails/day, peak 10K/second during campaigns Read article
7 min read Why Caching? A cache stores copies of frequently-accessed data in fast storage (RAM) to avoid expensive re-computation or round trips Read article
6 min read What is a Log Aggregator? A log aggregator collects logs from distributed services, normalizes them, stores them for search, and Read article
7 min read What is a Secret Manager? A secret manager stores and distributes sensitive credentials (API keys, database passwords, TLS certificates, OAuth Read article
6 min read The Two Heaps Pattern Two heaps maintain the lower and upper halves of a data stream, allowing O(1) access to Read article
6 min read What is a Webhook? A webhook is a user-defined HTTP callback. When an event occurs in a platform (payment succeeded, Read article
7 min read Grid Traversal Fundamentals Most matrix problems involve: (1) BFS from one or multiple source cells, (2) DFS to explore connected Read article
6 min read Why Rate Limiting? Rate limiting protects services from abuse, ensures fair usage, and prevents cascading failures from traffic spikes. Applied Read article
7 min read Requirements Generate invoices for subscriptions and one-time purchases Support multiple billing cycles: monthly, annual, usage-based Apply discounts, taxes, and proration Read article
6 min read Why Multi-Region? Single-region deployments fail entirely during a cloud provider AZ or region outage. Multi-region provides: (1) High availability — Read article
7 min read Requirements Users can create auction listings with a start price, reserve price, and end time Users place bids; highest bid Read article