Vitelco Blog

What Is the Circuit Breaker Pattern—and Why Is It Critical for Modern Microservices?

Written by Vitelco | Dec 16, 2025 1:33:32 PM

What Is the Circuit Breaker Pattern—and Why Is

It Critical for Modern Microservices?

 

In today’s world of distributed systems, microservices constantly

communicate with each other. This approach gives us flexibility and

scalability, but it also introduces a common problem: when one service

starts to fail, those failures can easily spread and impact the entire

system.

The Circuit Breaker is designed to stop this chain reaction. Instead of

repeatedly calling a service that’s already having trouble, it temporarily

stops incoming requests and gives the system a chance to recover. Think

of it as a simple safety net that helps your application stay responsive

even when things go wrong.

In this article, we’ll walk through the Circuit Breaker Pattern from a

developer’s point of view—how it works, why it’s useful, and when you

should consider using it in your microservice-based applications.

 

What Is the Circuit Breaker Pattern?

The Circuit Breaker, as the name suggests, is a resilience pattern that

helps manage service-to-service calls in a safe and controlled way. Its

main goal is to prevent failures in one service from negatively affecting

others.

Let’s explain this with a real-life example from an e-commerce

payment system. In modern software architectures, services are highly

interconnected—payment services, product inventory services, shipping

services, bank APIs, and more. Each of these services depends on others

to function properly, which makes failure handling a critical concern.

If one of these services goes down, its impact can grow like a line of

dominoes and eventually paralyze the entire system. This is exactly

where the Circuit Breaker Pattern steps in.

Just like an electrical fuse in real life, a circuit breaker in software does

the same thing: it cuts off the problem before it grows bigger.

 

Why Do We Need a Circuit Breaker?

Think about this scenario:

You’re on an e-commerce website trying to complete a payment. The

payment is processed through a bank’s API. During a campaign period,

the bank API becomes overloaded—it sometimes takes 20–30 seconds

to respond, sometimes doesn’t respond at all, and sometimes completely

goes down.

If a single payment request takes 25 seconds, that’s a disaster for a

large e-commerce platform handling thousands of payments per second.

The payment can’t be completed → the user abandons the order →

revenue is lost.

But it gets worse.

The payment service keeps sending requests to the bank API, slowly

exhausting its thread pool. Eventually, the entire e-commerce system

becomes unresponsive. This is where the Circuit Breaker truly

becomes a lifesaver.

 

How Does the Circuit Breaker Work?

 

A Circuit Breaker has three main states:

 

 

  1. Closed (Normal State)

The system is operating normally. All requests are sent to the bank API.

Errors and timeouts are continuously monitored.

For example, if 10 out of the last 20 requests fail, the failure rate

reaches 50%, and the circuit transitions to the Open state.

  1. Open (Failure State)

In this state, no requests are sent to the bank at all.

The reasons are simple:

  • To avoid stressing an already failing service• To prevent thread pool exhaustion
  • To keep the overall system responsive

In an e-commerce scenario, the best possible action at this point is:

Fallback logic is triggered

The user receives a message like:

“Your bank is currently not responding. Your payment could not be

completed, but your order has been placed in Pending status. We will

retry the payment shortly.”

Thanks to this approach:

  • The user doesn’t lose the items in the cart
  • Cart abandonment rates decrease
  • Revenue loss is prevented
  • Product reservations remain intact
  • The e-commerce website stays online

The system only stops communicating with the bank—everything else

continues to work.

  1. Half-Open (Recovery Check)

After a predefined wait time (for example, 10 seconds), the Circuit

Breaker performs a check:

“Is the bank API healthy again?”

It sends 1–2 test requests:

  • ✔ If successful → transition back to Closed
  • ✘ If they fail → switch back to Open

This allows the system to recover automatically without manual

intervention.Circuit Breaker in an E-Commerce Payment Flow –

 

Summary

In a real-world e-commerce environment, the payment flow looks like

this:

  1. The user clicks the “Pay” button
  2. PaymentService sends a request to the bank API
  3. The third-party API goes down
  4. The Circuit Breaker switches to the Open state
  5. Fallback logic runs → the order is marked as “pending

payment”

  1. When the bank recovers, a retry mechanism kicks in
  2. The payment is completed → status becomes “paid”
  3. The user never sees an error screen

 

Conclusion

The Circuit Breaker Pattern is one of the most critical safety

mechanisms in modern microservice architectures.

It is especially vital for systems such as:

  • E-commerce platforms
  • Fintech applications
  • Subscription-based services
  • Any system heavily dependent on third-party APIs

As seen in the real-world e-commerce example above:

 

 

Circuit Breaker = better user experience + protected revenue

+ a resilient systemReferences

https://martinfowler.com/bliki/CircuitBreaker.html?source=

post_page-----909126bd00b9---------------------------------------

https://gokhana.medium.com/circuit-breaker-pattern-nedir-

6d36f2fc35d0

https://gurcanozdecan.medium.com/circuit-breaker-pattern-

nedir-8e441c99b405

 

By Halime Öztürk