DevTech Insights

Designing Idempotency Keys for Safe Retries

Learn how to design robust idempotency keys to prevent duplicate charges and data corruption during network retries in distributed systems.

Choosing Between SQL and NoSQL: A Decision Framework

A practical engineering guide to choosing between SQL and NoSQL databases. Learn when to use relational vs document stores with real-world decision frameworks.

Strangler Fig Pattern: Migrating Monolith to Microservices

Learn how to incrementally migrate a monolithic Java application to microservices using the Strangler Fig pattern with practical examples and best practices.

Designing a Multi-Tenant SaaS Architecture: Patterns, Pitfalls, and Production-Ready Code

Master multi-tenant SaaS architecture with practical Java patterns, database strategies, and security best practices for scalable cloud applications.

Backend for Frontend (BFF) Pattern: When to Use It

Learn when to implement the Backend for Frontend pattern to solve API complexity, improve security, and optimize performance for modern web and mobile apps.

Saga Pattern for Distributed Transactions in Microservices

Master the Saga pattern for distributed transactions in microservices. Learn orchestration vs choreography, compensation logic, and Java implementation strat...

Designing Rate Limiting Systems: Token Bucket vs Sliding Window

Compare Token Bucket and Sliding Window algorithms for building robust rate limiters. Learn implementation strategies in Java with Redis and practical trade-...

Helidon and Micronaut: Lightweight Alternatives to Spring Boot

Explore how Helidon and Micronaut offer high-performance, lightweight alternatives to Spring Boot for cloud-native Java applications.

Spring Integration: Enterprise Integration Patterns in Practice

Master enterprise integration patterns with Spring Integration. Learn message channels, adapters, and real-world Java patterns for scalable system architecture.

Spring Batch for Large-Scale Data Processing Pipelines: A Practical Guide

Master Spring Batch for high-volume data processing. Learn chunk-oriented architecture, partitioning, and performance tuning for enterprise ETL pipelines.