A highly professional Java public account
After years of claims that Java is dead, Rod Johnson, the creator of Spring, introduces Embabel—a production‑grade, JVM‑based Agent orchestration framework that leverages GOAP planning to let Java developers build deterministic, type‑safe AI agents without relying on large language models for control flow.
The article explains how the author tackled the tedious data‑cleaning step for LLM applications by using Firecrawl—an open‑source web‑crawling API—to automatically search, render, and extract web pages as clean Markdown, then feed the results to Codex without writing any scraping code.
The article reviews the open‑source database client dbx—built with Rust, Vue 3, and Tauri—highlighting its tiny 20 MB footprint, native AI assistant, support for over 60 databases, cross‑platform installers, and detailed feature comparison against DBeaver, Navicat, and DataGrip.
The author describes how a freelance developer delivered a full‑featured e‑commerce store for a beauty influencer by adopting the open‑source CRMEB Java platform, detailing the tech stack, deployment steps, UI theming, built‑in marketing modules, and practical pros and cons of the solution.
A newly discovered gadget‑free RCE in Fastjson 1.2.83 targets Spring Boot executable fat‑JARs, has already been seen in the wild, and can be mitigated by enabling SafeMode, tightening outbound HTTP, and migrating to Fastjson2.
The article introduces the open‑source Chinese‑Poetry‑API, a Go‑based service that packages nearly 400,000 classical poems into a searchable REST/GraphQL API, deployable with a single Docker command, and explores its features, usage, and practical scenarios.
OpenShip is an open‑source, self‑hosted deployment platform that eliminates YAML pipelines, automatically detects project stacks, bundles CI/CD into a clean desktop app, and provides web, CLI, and dashboard interfaces for managing builds, routing, certificates, databases, and scaling—all with a single command.
Orca is an open‑source Electron‑based IDE that bundles Claude Code, Codex, OpenCode and other AI agents into a single window, offering git worktree isolation, Design Mode click‑to‑edit, diff annotation, GitHub/Linear integration, remote SSH worktrees, mobile monitoring, and a CLI for scripted workflows, while noting its heavy memory usage and rapid update cadence.
The code‑review‑graph tool parses a codebase into a local SQLite graph, lets AI reviewers query only the affected files, and achieves a median 82‑fold token reduction across six real‑world projects while supporting incremental updates and dozens of languages.
The open‑source “awesome‑llm‑apps” repository, which has amassed over 124,000 GitHub stars, contains more than a hundred fully functional AI agents and RAG projects—each a complete, runnable example that can be cloned, dependencies installed, and a model key added to start experimenting immediately, though production use still requires additional work.
