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DZone Integration Zone

Recent posts in Integration on DZone.com

Inside a Large Retailer’s Web Architecture: Data Extraction and Analytical Insights

Recently, I was trying to identify and understand my daily sugar and other nutrient intake. So, I was trying to find ways to get my bills sorted an...
Posted on 26 December 2025 | 7:00 pm

Expose Any MCP Server as a Web API

Transform your MCP server into an HTTP API that anyone can access from anywhere The Goal You have an MCP server running locally. You want oth...
Posted on 24 December 2025 | 2:00 pm

Blockchain + AI Integration: The Architecture Nobody's Talking About

Walk into any tech conference today, and you'll hear buzzwords flying: AI this, blockchain that. But ask anyone about the actual architecture requi...
Posted on 23 December 2025 | 5:00 pm

Phantom APIs: The Security Nightmare Hiding in Your AI-Generated Code

The call came at 2:47 AM on a Tuesday in October 2024. I'd been following API security incidents for fifteen years, but this one made my coffee go ...
Posted on 22 December 2025 | 8:00 pm

CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations

Today, organizations are investing in technology more than ever before. However, many of them stumble — not because they lack resources, but becaus...
Posted on 17 December 2025 | 6:00 pm

Event-Driven Architecture's Dark Secret: Why 80% of Event Streams Are Wasted Resources

Event-driven architecture has become the darling of modern software engineering. Walk into any tech conference, and you'll hear evangelists preachi...
Posted on 16 December 2025 | 7:00 pm

Streaming vs In-Memory DataWeave: Designing for 1M+ Records Without Crashing

The Real Problem With Scaling DataWeave MuleSoft is built to handle enterprise integrations — but most developers test with small payloads. Everyth...
Posted on 15 December 2025 | 7:00 pm

From Metrics to Action: Adding AI Recommendations to Your SaaS App

You log into your DevOps portal, pinched to think about 300 different metrics: CPU, latency, errors, all lighting up red on your dashboard. But wha...
Posted on 15 December 2025 | 4:00 pm

Secrets in Code: Understanding Secret Detection and Its Blind Spots

In a world where attackers routinely scan public repositories for leaked credentials, secrets in source code represent a high-value target. But eve...
Posted on 12 December 2025 | 6:30 pm

How to Test POST Requests With REST Assured Java for API Testing: Part II

In the previous article, we learnt the basics, setup, and configuration of the REST Assured framework for API test automation. We also learnt to te...
Posted on 12 December 2025 | 2:00 pm

When Dell's 49 Million Records Walked Out the Door: Why Zero Trust Is No Longer Optional

I've spent the better part of two decades watching companies learn hard lessons about security. But nothing prepared me for what I saw unfold in 20...
Posted on 10 December 2025 | 2:00 pm

Selenium Testing: A Complete Guide

Selenium is widely loved by web testers worldwide thanks to its versatility and simplicity. Testing with Selenium is relatively straightforward, wh...
Posted on 10 December 2025 | 1:00 pm

Commercial ERP in the Age of APIs and Microservices

Enterprise Resource Planning (ERP) systems have a long history of supporting commercial activities in both the manufacturing and retail industries....
Posted on 10 December 2025 | 12:00 pm

AWS Agentic AI for App Portfolio Modernization

Rethinking Application Modernization in the GenAI Era Enterprises are accelerating their modernization journeys, driven by cloud mandates and growi...
Posted on 5 December 2025 | 6:00 pm

MCP Elicitation: Human-in-the-Loop for MCP Servers

What Is MCP The Model Context Protocol (MCP) is an open standard developed by Anthropic that enables large language models (LLMs) to receive data f...
Posted on 3 December 2025 | 5:00 pm

A Comparative Analysis of AI Tools for Developers in 2025

Overview Nowadays, AI-powered coding assistants transform how developers write, refactor, and comprehend code. This technology blog examines the fe...
Posted on 2 December 2025 | 3:00 pm

Level Up Your API Design: 8 Principles for World-Class REST APIs

You’ve probably built a “REST API” before. But what does “RESTful” truly mean? It’s not just about using JSON and HTTP. It’s a spectrum, best descr...
Posted on 28 November 2025 | 2:00 pm

Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers

I learned this lesson the hard way. A few years back, I built a donation platform I thought was bulletproof. The design? Slick. Payments? Smooth. I...
Posted on 28 November 2025 | 1:00 pm

Run LLMs Locally Using Ollama

Over the past few months, I’ve increasingly shifted my LLM experimentation from cloud APIs to running models directly on my laptop. The reason is s...
Posted on 27 November 2025 | 4:30 pm

Automating FastAPI Deployments With a GitHub Actions Pipeline

Deploying FastAPI apps manually gets old fast. You SSH into a server, pull the latest code, restart the service, and hope nothing breaks. Maybe you...
Posted on 27 November 2025 | 3:30 pm