Database

Building High-Performance Search Engines: A Go & Elasticsearch Guide

17 December 2025·1694 words·8 mins

Web Development Backend Engineering Database Golang Elasticsearch Full-Text-Search Docker API Design Performance

In the landscape of modern backend development in 2025, users have zero tolerance for slow or dumb search bars. Whether you are building an e-commerce platform, a log aggregator, or a content management system, the expectation is Google-like speed and relevancy.

Mastering Search: Building a Robust Engine with PHP and Elasticsearch

22 November 2025·1600 words·8 mins

Backend Development Database System Architecture Php Elasticsearch Docker Search-Engine Performance Backend Tutorial

Let’s be honest: in 2025, users have zero patience for slow search bars. If your application takes three seconds to return a result—or worse, returns irrelevant results because of a typo—you are losing engagement.

Mastering Spring Boot Transaction Management: @Transactional & ACID Best Practices

27 October 2025·1488 words·7 mins

Spring Boot Database Best Practices Java-21 Spring-Boot-3 Transactions Hibernate Backend-Development Performance

Data integrity is the non-negotiable bedrock of enterprise software. In the landscape of 2025, where microservices and distributed architectures dominate, the humble local database transaction remains the fundamental unit of reliability. If your local transactions are flaky, your distributed sagas don’t stand a chance.

Mastering MongoDB in Go: Patterns, Performance, and Best Practices

22 October 2025·1857 words·9 mins

Web Development Database Go Basics Backend Engineering Mongodb Golang Nosql Database-Design Performance Go-Driver

Introduction # In the ecosystem of modern backend development, the combination of Go (Golang) and MongoDB remains a powerhouse. Go’s concurrency model pairs exceptionally well with MongoDB’s asynchronous, document-oriented nature. As we settle into 2025, the official MongoDB Go Driver has matured significantly, offering robust support for generic types, improved connection pooling, and seamless BSON serialization.

Java Database Performance Masterclass: JDBC, JPA, and Hibernate Best Practices (2025 Edition)

20 October 2025·1588 words·8 mins

Performance Tuning Architecture Database Java-21 Hibernate-6 Jdbc Performance Spring-Boot-3 Sql-Optimization Best Practices

In the landscape of 2025, the ecosystem for Java data access has matured significantly. With the release of Java 21 LTS, Spring Boot 3.x, and Hibernate 6.x, developers have powerful tools at their disposal. However, the fundamental trade-off remains the same: Abstraction vs. Control.

Mastering Database Connection Pooling in Node.js: MySQL, PostgreSQL, and MongoDB

13 September 2025·1636 words·8 mins

Backend Engineering Performance Database Node-Js Mysql PostgreSQL Mongodb Performance Scalability Architecture

Introduction # If you are building a high-throughput Node.js application in 2025, handling database connections inefficiently is the fastest way to kill your performance. Whether you are dealing with a monolithic REST API or a distributed microservice architecture, the database is almost always the bottleneck.