What is Log Aggregation in Microservices?
Updated Apr 28, 2026
Short answer
The process of collecting logs from all services into a central location for debugging.
Deep explanation
As systems scale, maintaining consistency and resilience becomes harder. Patterns like Sagas manage distributed transactions without traditional locks. Circuit breakers prevent cascading failures by 'tripping' when a service is unhealthy, allowing it time to recover.
Real-world example
Netflix uses Hystrix/Resilience4j to ensure that if the 'Recommendations' service is slow, the user still sees their 'Watchlist'.
Common mistakes
- Implementing Sagas for every simple cross-service operation.
Follow-up questions
- What is a 'fallback' method?
- How do you handle data consistency in Sagas?