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A Guide to AWS Microservices Architectures
TechOps Examples
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🧠 DEEP DIVE USE CASE
A Guide to AWS Microservices Architectures
One cannot take away these debates from a DevOps and Cloud engineer's lives:
Monolithic vs Microservices
Serverless vs Self-Managed Virtual Instances
Kubernetes vs Do we really need Kubernetes?
As a matter of context, let’s pick “microservices” for today.
If I have to explain the difference in one line:
Monolithic architecture is a single, tightly integrated application where all components function as one unit.
Microservices architecture is a design where the application is split into independent services communicating via APIs.

Microservices can revolutionize how you build and scale systems - but only when used in the right context.
Misaligned complexity can create a real problem, not the architecture itself.
Imagine a spectrum.
On the far left, your system has a manageable number of services:
🟨 ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️
On the far right, the system has fragmented into too many services:
⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ 🟦
The red square on the left is where microservices worked well initially:
🟨 ⬜️ ⬜️ 🟥 ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ 🟦
The green square is where the system ended up, due to uncontrolled growth:
🟨 ⬜️ ⬜️ 🟥 ⬜️ ⬜️ ⬜️ ⬜️ ⬜️ 🟩 ⬜️ ⬜️ 🟦
The gap between 🟥 and 🟩 is the misaligned complexity.
Microservices are best when teams own clear service boundaries and scale independently, it is not when complexity grows faster than value.
With this basic understanding of the context, let us look into the most widely used microservices architecture patterns in AWS, starting with the…
Event Driven Microservices Pattern
Event driven microservices shift communication from direct calls to asynchronous event flows. Instead of one service waiting for another, services publish and consume events independently.
This pattern improves scalability and resilience because each service only reacts when an event relevant to it occurs. It also enables loose coupling since producers do not need to know the consumers.

Sample Architecture
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