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
Distributed Systems Fallacies: What Engineers Get Wrong
Microservicesdistributed-systemsmicroservices

Distributed Systems Fallacies: What Engineers Get Wrong

Distributed systems are complex, and misconceptions can lead to costly mistakes. This post explores common fallacies engineers face, offering insights and best practices to navigate the challenges of modern microservices architecture.

6 June 202612 min read
Read
The Monorepo vs Polyrepo Debate for Microservices Teams: Making the Right Choice
Microservicesmicroservicessystem-design

The Monorepo vs Polyrepo Debate for Microservices Teams: Making the Right Choice

In the evolving landscape of microservices, the choice between monorepo and polyrepo architectures is crucial. This post explores the trade-offs, real-world applications, and best practices to help engineering teams make informed decisions in 2025 and beyond.

6 June 202612 min read
Read
Kafka Topics and Partitions: Getting the Architecture Right
Microserviceskafkamicroservices

Kafka Topics and Partitions: Getting the Architecture Right

In the evolving landscape of microservices, mastering Kafka's topics and partitions is crucial for building scalable and resilient systems. This post dives deep into the architecture, offering real-world insights and best practices for 2025 and beyond.

6 June 202612 min read
Read
Microservices Deployment Patterns: Sidecar, Ambassador, Adapter
Microservicesmicroservicessystem-design

Microservices Deployment Patterns: Sidecar, Ambassador, Adapter

Explore the intricacies of microservices deployment patterns—Sidecar, Ambassador, and Adapter. Understand their relevance in today's tech landscape, real-world applications, and best practices for implementation.

5 June 202612 min read
Read
Event-Driven Microservices: Patterns and Anti-Patterns
Microservicesmicroservicesevent-driven

Event-Driven Microservices: Patterns and Anti-Patterns

Explore the intricacies of event-driven microservices, a pivotal architecture in modern software development. Understand patterns, anti-patterns, and real-world applications, along with best practices and future trends in this comprehensive guide.

5 June 202612 min read
Read
Navigating RabbitMQ Exchange Types: Direct, Topic, Fanout, and Headers
Microservicesrabbitmqmicroservices

Navigating RabbitMQ Exchange Types: Direct, Topic, Fanout, and Headers

Discover the intricacies of RabbitMQ exchange types—Direct, Topic, Fanout, and Headers—and their impact on modern microservices architecture. Learn how to leverage these exchange types effectively in your system designs and avoid common pitfalls.

5 June 202612 min read
Read
Microservices Versioning: Backward Compatibility Strategies
Microservicesmicroservicesversioning

Microservices Versioning: Backward Compatibility Strategies

Navigating the complexities of microservices versioning is crucial for maintaining backward compatibility in modern software architectures. This post explores effective strategies, real-world use cases, and best practices to ensure seamless service evolution without disrupting existing systems.

5 June 202612 min read
Read
Dead Letter Queues: Handling Poison Messages in Production
Microservicesmicroservicessystem-design

Dead Letter Queues: Handling Poison Messages in Production

Discover how Dead Letter Queues (DLQs) can help manage poison messages in microservices architectures. Learn about their importance, implementation strategies, and best practices to ensure robust and resilient systems.

5 June 202612 min read
Read
Kafka Consumers and Consumer Groups: A Deep Dive
Microserviceskafkamicroservices

Kafka Consumers and Consumer Groups: A Deep Dive

Dive into the intricacies of Kafka consumers and consumer groups, exploring their significance in modern microservices architecture. Learn about real-world applications, common pitfalls, and best practices to harness Kafka's full potential in 2025 and beyond.

4 June 202615 min read
Read
When to Break a Monolith: Signs Your Architecture Needs Change
Microservicesmicroservicessystem-design

When to Break a Monolith: Signs Your Architecture Needs Change

Discover the critical signs that indicate it's time to break your monolithic architecture into microservices. Learn from real-world examples, understand the trade-offs, and explore best practices for a successful transition.

4 June 202612 min read
Read
Microservices Data Management: Sharing Data Without Coupling
Microservicesmicroservicesdata-management

Microservices Data Management: Sharing Data Without Coupling

Discover how to manage data in microservices without falling into the trap of tight coupling. Learn about modern techniques, real-world use cases, and best practices to ensure scalable and maintainable systems in 2025 and beyond.

4 June 202612 min read
Read
Choreography vs Orchestration in Microservices: Navigating the Dance of Distributed Systems
Microservicesmicroservicessystem-design

Choreography vs Orchestration in Microservices: Navigating the Dance of Distributed Systems

In the evolving landscape of microservices, understanding the nuances between choreography and orchestration is crucial. This post delves into these concepts, offering insights, real-world examples, and best practices for engineers navigating the complexities of distributed systems.

4 June 202612 min read
Read