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Ritansh Bagal

Ritansh Bagal

Software Developer | Writing about Java, Spring Boot, AWS, Kubernetes, distributed systems, and practical backend engineering.

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Stop Making These Spring Boot API Performance Mistakes

6 min readOct 12, 2026
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Your Spring Boot application works perfectly during development.

API responses are fast, database queries execute without problems, and everything looks good.

Then real users arrive.

Your API starts responding slowly. Database activity increases. Some endpoints take seconds to return, even though the business logic seems relatively simple.

The first instinct is often to introduce Redis, increase server resources, or redesign the architecture.

But sometimes, the biggest performance problems come from a few common mistakes in the application itself.

Let’s look at five Spring Boot API performance mistakes and how to fix them.

1. Returning Entire Database Entities From Your API

Consider an API that returns a list of customers:

@GetMapping("/customers")
public List<Customer> getCustomers() {
return customerRepository.findAll();
}

This looks straightforward, but returning JPA entities directly can introduce unnecessary database loading, unexpected relationships in the response, and tight coupling between your API and database model.

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Ritansh Bagal
Ritansh Bagal

Written by Ritansh Bagal

Software Developer | Writing about Java, Spring Boot, AWS, Kubernetes, distributed systems, and practical backend engineering.