Microservices | Sheetly Cheat Sheet

Microservices | Sheetly — a quick reference covering core concepts, practical examples, and best practices.

Last Updated: November 21, 2025

Microservices

Microservices architecture patterns

Core Principles

  • Single Responsibility: Each service does one thing well
  • Loose Coupling: Services are independent
  • High Cohesion: Related functionality together
  • Autonomous: Can be deployed independently
  • Decentralized: No central orchestration
  • Fault Tolerant: Handle failures gracefully

Communication Patterns

Item Description
Synchronous (REST) HTTP requests, immediate response
Asynchronous (Messages) Event-driven, queues
Service Mesh Infrastructure layer for service-to-service
API Gateway Single entry point for clients
gRPC High-performance RPC framework

Design Patterns

Item Description
API Gateway Single entry point
Service Discovery Find service instances
Circuit Breaker Prevent cascade failures
CQRS Separate read and write models
Event Sourcing Store state changes as events
Saga Pattern Distributed transactions

Challenges

  • Data consistency across services
  • Distributed tracing and debugging
  • Service discovery and load balancing
  • Network latency and failures
  • Testing distributed systems
  • Deployment complexity

💡 Pro Tips

Quick Reference

Design scalable distributed systems

← Back to Data Science & ML | Browse all categories | View all cheat sheets