In Part 2 of our deep dive into event-driven architecture (EDA), James Eastham returns to explore the practical realities of building and maintaining event-driven systems.
We go beyond principles and into implementation - from failure handling and orchestration vs. choreography, to observability, testing, security, and real-world migration strategies.
Topics include:
- Choreography vs. orchestration: coordination strategies and trade-offs
- Failure recovery and the saga pattern
- Handling sensitive data in events (PII, encryption, audit)
- Observability and distributed tracing with OpenTelemetry
- Event versioning, schema evolution, and contract testing
- Simple async frontend integration: polling vs. WebSockets
- Migrating from a monolith using internal events and change data capture (CDC)
- Testing flow vs. structure in EDA systems
- The realities of documentation and schema visibility
- How to get started with EDA - and why you don’t need microservices to do it
We wrap up with a candid look at how James learns best - by doing and by teaching - and why that matters in the fast-evolving world of distributed systems.
This is Part 2 of a 2-part series. In
Part 1
, we discussed the foundational principles of event-driven architecture - including types of coupling, asynchronous communication, event design, and the role of events in decoupling and scaling distributed systems.
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