A tinkering programmer and author of "Spring Cloud Microservices in Action"
This article explains the MCP and A2A communication protocols, compares their purposes, and explores how they can be combined to build multi‑agent AI systems with coordinated task management, tool integration, and security safeguards.
Java 24 arrived in March 2025 with a slew of preview features and performance tweaks, yet most production teams should ignore it and wait for the September Java 25 LTS release, which stabilizes these innovations for enterprise use.
This article demonstrates how to implement the Model Context Protocol (MCP) using Spring AI, covering the creation of MCP hosts, clients, and servers, configuring dependencies, integrating Claude, adding Brave Search and filesystem tools, and building a functional chatbot that leverages external data sources through standardized LLM interfaces.
The QwQ-32B model, released by Alibaba Cloud, delivers DeepSeek‑R1‑level results with only 32 billion parameters, offers integrated agent capabilities, is open‑source under Apache 2.0, and can be quickly deployed locally via Ollama or integrated into Java applications using Spring AI.
This guide shows how to obtain a free API key from Tencent Cloud's Knowledge Engine, configure OpenAI SDK or a chat client, and call the full‑size 671B DeepSeek‑R1 model without local hardware constraints, with step‑by‑step instructions and sample code.
Learn how to deploy the open‑source DeepSeek‑R1 model using Ollama on Linux or macOS, configure various model sizes, and integrate it into a Spring Boot application with Spring AI to build an API‑driven translation service, complete with code examples and testing.
This step‑by‑step guide shows how to use Coze’s AI application development features to create, test, and publish a no‑code WeChat mini‑program that generates avatars, covering app creation, workflow design, UI building, online debugging, and one‑click deployment.
This article demonstrates how to create an AI‑driven personal expense‑tracking assistant by leveraging Zhipu's GLM‑4V‑Flash multimodal model for receipt OCR, generating SQL statements, and integrating them with MaxKB workflows and a MySQL database, complete with code snippets and deployment steps.
This article consolidates a series of ByteMonk videos covering essential microservice architecture patterns—including service registration and discovery with Eureka, API gateway design, event‑driven architecture, service mesh, aggregator pattern, per‑service databases, bulkhead and strangler patterns, and monolith decomposition case studies—providing practical insights for building scalable, resilient systems.
The article argues that despite AI’s recent breakthroughs, it cannot solve the inherent complexity of software development, and revisits classic software design principles—from modularity and code design to maintenance and performance—presented in John Ousterhout’s “Software Design Philosophy (2nd edition)” as essential guidance for developers.
