Tag: scalability
Browse 12 practical software engineering resources tagged with "scalability". Discover code recipes, design patterns, documentation templates, and in-depth guides to help you build, deploy, and maintain production-ready solutions involving scalability. Each resource is written for engineers who ship real systems, with copy-paste examples and practical trade-offs.
Scalability and Capacity Planning
Scalability is the ability of a system to handle growth without degrading. It requires horizontal and vertical scaling strategies, load balancing, caching, database partitioning, and capacity planning.
The resources below cover scaling patterns, bottlenecks, load testing, auto-scaling, and cost trade-offs. Each guide explains how to design systems that grow with demand without unnecessary complexity.
Every resource includes clear explanations, copy-paste code, and practical warnings. Use them to make informed decisions, avoid production pitfalls, and speed up your delivery. If you are just getting started, read the beginner-friendly articles first; if you are experienced, jump straight to the advanced patterns and architecture guides. New resources are added regularly, so bookmark this page and check back for the latest patterns.
Build Resilient Systems with the Circuit Breaker Pattern
How to prevent cascading failures in distributed systems using circuit breakers with open, closed,...
Design Event-Driven Systems with Event Buses and Brokers
How to build loosely coupled systems using events, event buses, message brokers, and event sourcing...
Distribute Traffic with Load Balancing Algorithms
How to distribute incoming requests across multiple servers using round-robin, least-connections,...
Manage Distributed Transactions with the Saga Pattern
How to implement saga orchestration and choreography to maintain data consistency across...
CQRS Pattern
Separate read and write operations into different models, optimizing each for their specific...
Throttling Pattern
Limit the rate at which a system processes requests or consumes resources to prevent overload,...
Capacity Planning Template
A reusable template for planning system capacity, estimating growth, and preventing performance...
CQRS — Command Query Responsibility Segregation
A complete guide to CQRS: separate read and write models to optimize performance, scalability, and...
Microservices Architecture — When to Use and When Not To
A practical guide to microservices: benefits, trade-offs, common patterns, and when to choose them...
Software Architecture Guide
A guide to designing software architecture: monoliths vs microservices, layered architecture, data...
System Design Interview Guide: Key Concepts
A practical guide to system design interviews: scalability, databases, caching, load balancing,...
Database Sharding and Partitioning Strategies
A practical guide to horizontal partitioning (sharding), vertical partitioning, and range vs hash...