Written by engineers · Published daily · AI-assisted

Engineering Insights

Practical articles on Java, microservices, system design, AI engineering, and the future of software development. No fluff — only production-tested insights.

61Articles
DailyNew posts
FreeAlways
Java Exception Handling Best Practices in Production Systems
Javajavaexception-handling

Java Exception Handling Best Practices in Production Systems

Exception handling in Java is crucial for building robust production systems. This post explores best practices, common pitfalls, and real-world applications in modern architectures, ensuring your systems remain resilient and maintainable.

4 May 202612 min read
Read
Spring Batch: Processing Millions of Records Efficiently
Javajavaspring-boot

Spring Batch: Processing Millions of Records Efficiently

Discover how Spring Batch can transform your data processing capabilities by efficiently handling millions of records. Learn about real-world use cases, best practices, and the future of batch processing in a cloud-native world.

4 May 202612 min read
Read
Lombok in Java: Convenience vs Maintainability Trade-offs
Javajavalombok

Lombok in Java: Convenience vs Maintainability Trade-offs

Explore the trade-offs between convenience and maintainability when using Lombok in Java. Understand its impact on system design, common pitfalls, and best practices for modern software development.

4 May 202610 min read
Read
Java Reflection API: Power, Pitfalls, and Performance Cost
Javajavareflection

Java Reflection API: Power, Pitfalls, and Performance Cost

Explore the Java Reflection API's capabilities, its potential pitfalls, and the performance costs associated with its use. Learn how to leverage reflection effectively in modern software development while avoiding common mistakes and understanding when it's best to steer clear.

3 May 202615 min read
Read
Spring Boot Microservices: Building Production-Ready Services
Javajavamicroservices

Spring Boot Microservices: Building Production-Ready Services

Discover how to build production-ready microservices with Spring Boot, focusing on real-world insights, architecture patterns, and best practices. Learn from industry experts about the challenges and future of microservices in 2025–2026.

3 May 202612 min read
Read
Java 21 Pattern Matching: A Practical Guide for Engineers
Javajavapattern-matching

Java 21 Pattern Matching: A Practical Guide for Engineers

Discover how Java 21's pattern matching can revolutionize your codebase. This guide dives into real-world applications, best practices, and potential pitfalls, offering insights for engineers looking to leverage this powerful feature in modern software development.

3 May 202612 min read
Read
Spring Boot Testing Strategy: Unit vs Integration vs Contract Tests
Javajavaspring-boot

Spring Boot Testing Strategy: Unit vs Integration vs Contract Tests

In the evolving landscape of software development, understanding the nuances of testing strategies is crucial. This post delves into the intricacies of unit, integration, and contract tests in Spring Boot, offering insights into their real-world applications, benefits, and challenges.

3 May 202610 min read
Read
Reactive Programming with Spring WebFlux: When to Use It
Javajavaspring-boot

Reactive Programming with Spring WebFlux: When to Use It

Discover the power of reactive programming with Spring WebFlux. Learn when to leverage this approach for building scalable, resilient systems, and understand the trade-offs and best practices for implementing it in modern architectures.

3 May 202612 min read
Read
Java Optional: Using It Right in Production Code
Javajavaproduction-code

Java Optional: Using It Right in Production Code

Java's Optional class is a powerful tool for handling null values, but its misuse can lead to inefficiencies and confusion. This post explores best practices for using Optional in production, common pitfalls, and its impact on system design.

2 May 202610 min read
Read
Spring Data JPA: Common Mistakes and How to Fix Them
Javajavaspring-boot

Spring Data JPA: Common Mistakes and How to Fix Them

Spring Data JPA is a powerful tool for database interaction, but it's easy to make mistakes that can lead to performance issues and bugs. This post explores common pitfalls, how to avoid them, and best practices for using Spring Data JPA effectively in modern applications.

2 May 202612 min read
Read
JVM Performance Tuning: Heap, GC, and JIT Compiler Explained
Javajavajvm

JVM Performance Tuning: Heap, GC, and JIT Compiler Explained

Dive into the intricacies of JVM performance tuning with a focus on heap management, garbage collection, and the JIT compiler. Learn how these components impact modern Java applications and discover best practices for optimizing performance in production systems.

2 May 202615 min read
Read
Java Generics Beyond the Basics: Wildcards, Bounds, and Type Erasure
Javajavagenerics

Java Generics Beyond the Basics: Wildcards, Bounds, and Type Erasure

Dive deep into Java Generics with a focus on wildcards, bounds, and type erasure. Understand their real-world applications, common pitfalls, and how they influence system design in modern software development.

2 May 202612 min read
Read