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.

689Articles
DailyNew posts
FreeAlways
Mastering the Retry Pattern and Exponential Backoff in Microservices
Microservicesmicroservicessystem-design

Mastering the Retry Pattern and Exponential Backoff in Microservices

Discover how the retry pattern and exponential backoff can enhance the resilience of your microservices architecture. Learn practical insights, real-world use cases, and best practices to implement these patterns effectively in your systems.

8 June 202612 min read
Read
Microservices Logging: Correlation IDs and Centralized Logs
Microservicesmicroserviceslogging

Microservices Logging: Correlation IDs and Centralized Logs

In the era of microservices, effective logging is crucial for maintaining system reliability and performance. This post explores the importance of correlation IDs and centralized logging, offering insights into best practices and real-world applications for modern software systems.

8 June 202612 min read
Read
Kafka Schema Registry: Evolving Event Schemas Safely
Microserviceskafkamicroservices

Kafka Schema Registry: Evolving Event Schemas Safely

Discover how Kafka Schema Registry enables safe evolution of event schemas in microservices architectures. Learn best practices, common pitfalls, and real-world applications to ensure seamless data flow and system resilience.

8 June 202612 min read
Read
Building Idempotent Microservices: Patterns and Examples
Microservicesmicroservicesidempotency

Building Idempotent Microservices: Patterns and Examples

Discover the importance of idempotency in microservices architecture, explore practical patterns, and learn how to implement them effectively. This guide provides real-world insights, code examples, and best practices for building robust, scalable systems.

8 June 202612 min read
Read
Mastering Microservices Design with Event Storming
Microservicesmicroservicessystem-design

Mastering Microservices Design with Event Storming

Discover how the Event Storming technique can revolutionize your microservices design process. Learn why it's crucial in today's fast-paced tech landscape, explore real-world applications, and understand the common pitfalls to avoid.

8 June 202612 min read
Read
Mastering Microservices Deployment with Helm and Kubernetes in 2025
Microservicesmicroserviceskubernetes

Mastering Microservices Deployment with Helm and Kubernetes in 2025

Discover how Helm and Kubernetes revolutionize microservices deployment in 2025. Learn practical insights, real-world use cases, and best practices to optimize your cloud-native applications. Explore the future of microservices architecture and avoid common pitfalls.

7 June 202612 min read
Read
Kafka Connect: Building Data Pipelines Without Code
Microserviceskafkamicroservices

Kafka Connect: Building Data Pipelines Without Code

Discover how Kafka Connect enables engineers to build robust data pipelines without writing a single line of code. Explore its significance in the modern microservices landscape, real-world use cases, and best practices for implementation.

7 June 202612 min read
Read
Contract Testing with Pact: Consumer-Driven Contracts in Microservices
Microservicesmicroservicescontract-testing

Contract Testing with Pact: Consumer-Driven Contracts in Microservices

Discover how contract testing with Pact can revolutionize your microservices architecture by ensuring seamless integration and reducing deployment risks. Learn about consumer-driven contracts, real-world use cases, and best practices for implementing this approach in 2025 and beyond.

7 June 202612 min read
Read
Mastering Microservices Circuit Breaking with Resilience4j
Microservicesmicroservicesresilience4j

Mastering Microservices Circuit Breaking with Resilience4j

Discover how Resilience4j empowers microservices with robust circuit breaking capabilities. Learn why this matters in 2025, explore real-world use cases, and understand the trade-offs and best practices for implementing circuit breakers in your architecture.

7 June 202610 min read
Read
Kafka Streams vs Spark Streaming: Stream Processing Choices for Modern Microservices
Microserviceskafkaspark

Kafka Streams vs Spark Streaming: Stream Processing Choices for Modern Microservices

In the evolving landscape of microservices, choosing the right stream processing framework is crucial. This post dives into Kafka Streams and Spark Streaming, comparing their strengths, weaknesses, and real-world applications to help you make informed decisions for your architecture.

7 June 202612 min read
Read
Building a Service Registry with Eureka and Spring Cloud: A Modern Approach to Microservices
Microservicesjavamicroservices

Building a Service Registry with Eureka and Spring Cloud: A Modern Approach to Microservices

Discover how to build a robust service registry using Eureka and Spring Cloud, essential for modern microservices architecture. Learn about real-world applications, best practices, and when to avoid this approach in your system design.

6 June 202612 min read
Read
Microservices Anti-Patterns: What Not to Do
Microservicesmicroservicessystem-design

Microservices Anti-Patterns: What Not to Do

Discover the common pitfalls in microservices architecture and learn how to avoid them. This guide explores anti-patterns, real-world examples, and best practices to ensure your microservices are robust and scalable.

6 June 202612 min read
Read