LALamri Abdellah Ramdaneinservbaymac.hashnode.devRedrawing the Spring Boot Performance Map: Cut Resource Usage by 80%Many developers are still building modern Spring Boot applications using habits from a decade ago. That technical gap doesn’t just make code verbose — it also silently increases infrastructure costs. 1d ago·4 min read
MSM Sai Kiraninhacknovation.hashnode.devHow I Built an AI-Powered Grading Tool in 15-16 Hours for a HackathonProblem Statement "AI-Based Assignment Analytics & Intelligent Feedback System for Teachers" Teachers spend hours reviewing assignments to identify common mistakes, conceptual gaps, and performance 3d ago·16 min read
NSNuno Silvainedge-case.hashnode.devPrecision Data Access in Spring Data JPA: A Guide to ProjectionsAs an application matures, its domain model inevitably grows heavier. What started as a simple Order entity evolves into a dense, interconnected graph of LineItem, CustomerProfile, PaymentHistory, andFeb 20·14 min read
NSNuno Silvainedge-case.hashnode.devThe N+1 Problem in Spring Data JPA: A Practical GuideSpring Data JPA solves a real problem. It lets you model your domain as an object graph and persist it to a relational store without hand-writing every SQL statement. For writes, this is largely a gooFeb 19·12 min read
TSThomas Schillingintschuehly.dePreact Islands in Spring Boot with htmx: When Alpine.js Isn't Enough AnymoreI build my webserver-rendered web applications with Spring Boot, Thymeleaf, and HTMX. I sprinkle some Alpine.js on top for dropdowns and toggles. And for 95% of interactions, this stack is perfect. But then you hit that one feature – a kanban board w...Feb 18·16 min read
MLMaheshwar Ligadeintechwasti.comAdopting an MCP-First API Design for the Agentic Era | Beyond REST.Move beyond traditional RESTful thinking. Learn how to design APIs specifically for MCP (Model Context Protocol) servers. This guide covers the shift in mindset, a practical OpenAPI 3.1 example, and a Spring Boot implementation to make your services ...Feb 17·6 min read
JTJhon Torresincap-theorem.hashnode.devCAP Theorem en la práctica con Spring BootArquitectura distribuida, decisiones reales y una simulación CP vs AP Los sistemas distribuidos no fallan “si ocurre algo extraño”.Fallan porque la red es inherentemente no confiable. Cuando diseñamos backend para producción real, el problema no es s...Feb 17·4 min read
JPJessica Patelinfreecodecamp.orgHow to Build Your Own Circuit Breaker in Spring Boot – and Really Understand Resilience4jThis article explains how to design and implement your own circuit breaker in Spring Boot using explicit failure tracking, a scheduler-driven recovery model, and clear state transitions. Instead of relying solely on Resilience4j, we’ll walk through t...Feb 16·20 min read
NWNeha Waddiinspringboot-learning.hashnode.dev#7 Understanding Spring Boot Project Structure & Application Startup FlowUsing STS IDE – Spring Boot Directory Structure When you create a Spring Boot project usingSpring Tool Suite(or Spring Initializr), the structure looks like this: Standard Spring Boot Directory Structure project-name │ ├── src/main/java │ └── com...Feb 12·3 min read
NWNeha Waddiinspringboot-learning.hashnode.dev#6 Ways to Create a Spring Boot Applicationwe can create a Spring Boot app in 3 main ways: Spring Initializr (Web Client) Official website:👉 https://start.spring.io You choose: Project: Maven / Gradle Language: Java Spring Boot version Group Artifact Dependencies (Web, JPA, etc.) ...Feb 12·2 min read
