A developer built an MCP wrapper to expose Eclipse JDT Language Server to Claude Code, enabling AST-aware Java refactoring. The bridge gives the AI agent direct access to Java compiler APIs for precis…
LangChain4j and Spring AI bring LLM integration to Java, eliminating the need for Python sidecars. Spring AI 2.0, released this June, auto-configures ChatClient for Spring Boot services, enabling stru…
Leanpub has launched the book 'Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems' by software architect Ediz Najim. The book teaches software eng…
Tanso open-sourced Tanso Core, a self-hosted monetization engine for B2B AI products that combines usage metering, prepaid credits, entitlements, and Stripe billing in one Spring Boot service. The eng…
A developer built a local Model Context Protocol (MCP) server that wraps Spring Boot Actuator endpoints, enabling Claude Code to diagnose and fix JVM bugs in real time. The bridge gives the AI agent r…
Anthropic's Model Context Protocol (MCP) provides a unified, open-source standard for integrating AI models with external data sources, replacing brittle custom API wrappers. A Spring Boot implementat…
A developer testing LangChain's OpenWiki tool on a Spring Boot/Angular monorepo found that Claude Sonnet repeatedly crashed due to malformed tool calls, while switching to Claude Opus 4.8 completed th…
A Java developer reports that using AI for Spring Boot development, debugging, and code reviews can reduce task time from hours to minutes, but warns that AI-generated code requires human validation t…
A developer spent over a month trying to obfuscate Java source code before sending it to AI assistants, only to discover that Spring Data's repository method names and @Query annotations are semantica…
A developer released an open-source collection of Claude/Codex skills for Spring Boot projects, covering REST APIs, Spring Data JPA, Flyway, Spring Security, Spring Batch, Spring AI, MCP servers, test…
A developer published a tutorial on building a Retrieval-Augmented Generation (RAG) pipeline using Spring Boot, embeddings, and vector search. The tutorial demonstrates how to ingest documents, split …
A developer built a multi-step AI agent in Java using Spring AI 2.0, creating a civic research assistant that takes a plain-English issue and UK postcode to determine the most effective way to raise t…
A Seoul-based backend developer built k-cosmos, an interactive 3D music space that maps K-pop tracks using 768-dimensional vector embeddings, running entirely on the OCI Free Tier. The system uses a s…
Saurabh Patil launched a developer portfolio showcasing projects, skills, and experience in React, Next.js, TypeScript, and modern frontend development. The site also features a technical blog focused…
A developer built a Spring Boot MCP server that exposes database queries, REST API calls, and file system access as tools for AI agents like Claude, GitHub Copilot, and Cursor. The project highlights …
A developer experienced 92 production outages due to CORS preflight failures in an MCP server. The root cause was that the authentication filter ran before the CORS filter, causing OPTIONS preflight r…
A developer who built over 10 MCP servers over three months discovered that production MCP servers require different logging than regular REST APIs after spending 8 hours debugging random failures. Th…
A developer who built five MCP servers shares seven hard-learned lessons for production deployments. Key mistakes include returning empty arrays that cause clients to hang, manually constructing JSON …
A developer built an AI chat agent using Model Context Protocol (MCP), Spring AI, and Google Gemini to answer weather questions with real tool integration. The system includes a Spring Boot MCP server…
A fintech engineer argues that LLM failures often stem from poor architecture rather than hallucination. They demonstrate that chaining multiple probabilistic LLM calls can drastically reduce reliabil…