~/talk

Building Highly Scalable Microservices with Serverless

Talkat Build Stuff 2024 · 2024-11-13..11-15· [serverless, microservices]
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Claims that serverless reduces operational overhead and tames microservice complexity by using AWS primitives to decouple components, backed by a real refactor of a digital health system for 80+ million users. Architecture replaces a distributed monolith (shared backend-common library causing coupling) with business-bounded services (health record, onboarding, patient history, data exchange) using Serverless: Lambda, SNS, SQS, DynamoDB, API Gateway, CDK plus Event Storming and DDD. Uses fan-out + queue chaining, scatter‑gather aggregator, canary/blue‑green deploys; notes tradeoffs: data duplication, consistency limits (CAP), schema contracts, tracing and dead‑letter handling.

AI-written summary · about

  1. 0:00🚀 Introduction to Building Scalable Microservices
  2. 4:00The Challenges of Microservices: Complexities in the Real World
  3. 7:30What Are Microservices and Why They Matter
  4. 12:00The Problems with Monoliths and the Need for Microservices
  5. 15:13A Real-Life Case Study: A Digital Health System
  6. 20:00Distributed Monoliths: The Pitfalls of Over-Engineering
  7. 25:10How to Successfully Implement Microservices with Serverless
  8. 28:00Event Storming and Domain-Driven Design for Microservices
  9. 32:00Managing Communication: Synchronous vs. Asynchronous Patterns
  10. 34:10Refactoring Monoliths with Serverless: The Right Approach
  11. 38:17Conclusion: Navigating Complexity and Ensuring Success in Microservices
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