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Python

Building an MCP Server Using Python, Docker, and Claude Code
As AI systems evolve from simple text generators to autonomous agents, the need for structured interaction between models and real-world…
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Enterprise Java

Building Read-Write Database Routing in Spring Boot with JPA
Enterprise applications often require the separation of database workloads to improve performance and scalability. Read operations can be directed to…
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Software Development

Platform Engineering in 2026: What It Actually Is, Why It’s Not Just DevOps Renamed, and How to Build an Internal Developer Platform
Gartner predicts 80% of large engineering organisations will have dedicated platform teams by 2026. The DORA 2025 report confirms high-quality…
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Enterprise Java

MCP for Java Developers: A Practical Tutorial With Spring AI and the MCP Java SDK
The Model Context Protocol finally gives Java a universal plug for AI. Here is how to wire up your first…
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Core Java

eBPF for Java Developers: What It Is, Why It’s Revolutionizing Observability, and How It Affects Your JVM Profiling
The technology reshaping how async-profiler and JFR see your code — explained without the kernel jargon. If you have spent…
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Enterprise Java

Resolving the “Validation Failed for Query for Method” Error in Spring Data JPA
This article explains how to diagnose and resolve the error “Validation failed for query for method” in Spring Data JPA.…
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Enterprise Java

Getting Started with TOON Format in Java
Token-Oriented Object Notation (TOON) is a modern data serialization format designed to represent structured data in a compact, human-readable, and…
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Core Java

Prompt Engineering Is Not Enough: How Java Developers Should Structure AI Agent Workflows Using Embabel or Koog
Goal-oriented planning, tool registration, and multi-step task execution — finally, on the JVM. 1. The Problem With Prompt-Only Thinking If…
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