Dedicated to Java tech sharing and dissecting top open-source projects. Topics include Spring Boot, Spring Cloud, Docker, Kubernetes and more. Author’s GitHub project “mall” has 50K+ stars.
This guide introduces Spring Explyt, an open‑source IntelliJ IDEA Community plugin that brings full‑featured Spring support—including precise bean detection, advanced code completion, endpoint tools, and built‑in HTTP client—to the free IDE, with installation steps, usage tips, and a feature comparison.
This article introduces AgentScope Java 1.0, an enterprise‑grade AI agent framework for Java that solves stack fragmentation, security, operations, and multi‑agent collaboration challenges by adopting the ReAct paradigm, offering real‑time interruption, sandbox isolation, RocketMQ‑based A2A communication, visual debugging, and deep Spring Cloud integration.
Spring Framework 7.0.4 resolves a rare deadlock caused by concurrent shutdown paths in Kubernetes, introduces dozens of bug fixes and performance tweaks—including faster request routing, annotation caching, and validation refactoring—that together can cut startup time by 30‑50% depending on the JDK version.
LLMFit, a Rust‑based terminal tool, automatically detects system hardware, recommends optimal quantization levels, and scores models across multiple dimensions, enabling developers to quickly identify and run large language models that suit their machines without trial‑and‑error.
This guide introduces Dockge, a sleek Docker Compose visual manager, and walks through installing it via Docker, creating stacks, and deploying a Spring Boot and MySQL application with one‑click operations, including logs, terminal access, and API testing.
The article introduces json-io’s recent addition of full TOON format support—a token‑oriented data notation that removes JSON’s syntactic noise, saving 30‑60% of tokens for LLM APIs, and shows how to integrate it with Java, Maven, and Spring Boot.
This article details the comprehensive migration of the mall‑admin‑web front‑end from Vue 2 to Vue 3, including the shift to TypeScript, replacement of Element UI with Element Plus, adoption of Pinia for state management, and updates to chart libraries, with code snippets and demo links.
The article recounts a production incident where adding a trivial log statement caused a FastJSON NullPointerException, then explains the underlying serialization mechanism, the role of ASM-generated serializers, the methods invoked during serialization, and provides best‑practice guidelines to avoid similar bugs.
AI can quickly produce a functional 80‑point prototype, but turning that code into a reliable, secure, high‑performance product that can run in production still requires human engineers to fix bugs, handle edge cases, and ensure safety, making the post‑mortem engineer a new industry necessity.
This guide shows how to use the Java‑based magic‑api framework to generate CRUD REST endpoints directly from a UI, covering Maven setup, datasource configuration, script‑based request handling, validation, result mapping, transactions, and Swagger integration.
