Frameworks Resources

Graceful Shutdown: Spring Framework vs Golang Web Services

Discover how Spring and Golang handle graceful shutdowns, resource cleanup, and system signals. Learn the differences, pitfalls, and best practices.

March 13, 2025

by Ilia Ivankin

· 7,171 Views · 2 Likes

Spring Boot Error: Creating a Bean With 'DataSource' Defined in DataSourceAutoConfiguration

Learn more about the DataSourceAutoConfiguration error in Spring Boot and how to troubleshoot it.

Updated March 13, 2025

by Javin Paul

· 227,583 Views · 12 Likes

Build a REST API With Just 2 Classes in Java and Quarkus

Quarkus enables a full CRUD API with just two classes using Hibernate ORM with Panache. No controllers or repositories needed — just define two classes, and deploy.

March 13, 2025

by Otavio Santana

CORE

· 13,425 Views · 16 Likes

Low-Code Development Is Dead; Long Live Low Code, No Limits

Old low-code is too rigid. The future is Low Code, No Limits — developer-first, API-driven, and built for real enterprise needs.

March 12, 2025

by David Brown

CORE

· 8,684 Views · 7 Likes

Configure Testcontainers in Spring Boot 3.x, 2.x, and Reactive

Testcontainers allows you to spin up lightweight, disposable containers for databases, messaging systems, and more, ensuring your tests are isolated and predictable

March 10, 2025

by Seun Matt

CORE

· 5,066 Views · 3 Likes

Enhanced Query Caching Mechanism in Hibernate 6.3.0

A comparison of traditional query caching against enhancements in Hibernate 6.3.0 and the features introduced in the latest version.

March 6, 2025

by Karthik Kamarapu

· 6,571 Views

Dynamic Forms With Camunda and Spring StateMachine

A blueprint for building adaptive and future-proof process automation systems, ensuring they can respond quickly to changing business needs.

March 6, 2025

by Kyriakos Mandalas

CORE

· 5,850 Views · 4 Likes

DevOps: The Key to Reliable AI Data and Governance

Explore the role of DevOps in establishing reliable AI data and governance frameworks, enhancing your organization's data integrity and operational success.

March 6, 2025

by Pritesh Patel

· 3,522 Views

Why Text2SQL Alone Isn’t Enough: Embracing TAG

Table-augmented generation (TAG) and LOTUS bridge AI and databases, enabling complex queries using LLMs. They address the limits of Text2SQL and RAG models.

March 5, 2025

by Pavan Emani

· 3,655 Views

Mastering Scalability in Spring Boot

Scalability ensures systems handle growth in traffic or data while maintaining performance. This can be achieved via vertical scaling or horizontal scaling.

March 5, 2025

by Mostafa Hosseinzadeh

· 13,288 Views · 18 Likes

Actuator Enhancements: Spring Framework 6.2 and Spring Boot 3.4

A comparison of the traditional implementation of the actuator and its enhancements in the latest spring framework 6.2 and Spring Boot 3.4, along with its usage.

March 5, 2025

by Karthik Kamarapu

· 6,085 Views · 5 Likes

Ansible Event-Driven Automation for Real-Time Operations

Event-driven Ansible automation uses events to trigger predefined actions, enhancing operational efficiency, ensuring compliance, and minimizing manual efforts.

March 5, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 5,178 Views · 9 Likes

Key Use Cases of the Event-Driven Ansible Webhook Module

The ansible.eda.webhook plugin automates workflows via webhooks, aiding CI/CD, incident response, config management, compliance, and cloud infrastructure.

February 28, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 5,574 Views · 8 Likes

Micronaut vs Spring Boot: A Detailed Comparison

Micronaut is efficient, lightweight, and fast, making it a strong alternative, but Spring Boot remains dominant due to its robust, mature ecosystem and community support.

February 27, 2025

by Sulakshana Singh

· 16,003 Views · 5 Likes

How to Scale Elasticsearch to Solve Your Scalability Issues

Scaling Elasticsearch requires balancing sharding, query performance, and memory tuning for optimal efficiency in high-traffic, real-time applications.

February 26, 2025

by Vivek Kumar

· 8,157 Views · 3 Likes

Protecting Critical Infrastructure From Ransomware

The article emphasizes enhancing critical infrastructure resilience against ransomware through comprehensive cybersecurity measures and collaborative strategies.

February 25, 2025

by Anirudh Khanna

· 3,962 Views · 2 Likes