Event-Driven Architecture Patterns
# Event-Driven Architecture Patterns
Event-driven architectures enable loose coupling and scalability. Here's how to implement them effectively.
## Core Concepts
**Events vs Commands**
Events describe what happened. Commands tell something to happen. Know the difference.
**Event Sourcing**
Store all changes as a sequence of events. This provides a complete audit trail and enables powerful replay capabilities.
## Messaging Patterns
**Pub/Sub**
Publishers emit events; subscribers consume them. Great for fan-out scenarios.
**Message Queues**
Point-to-point messaging with guaranteed delivery. Use for work distribution.
## Challenges
- Eventual consistency
- Message ordering
- Duplicate handling
- Error recovery
**Tools**: Kafka, RabbitMQ, AWS SNS/SQS, Google Pub/Sub
Events enable systems to evolve independently and scale effortlessly.
