;
;

DZone Integration Zone

Recent posts in Integration on DZone.com

Why AI Agents Need a Shared Enterprise Ontology

Agents Can Communicate, But Do They Understand Each Other? Two agents. Same customer ID. Different decisions. That is the semantic gap hiding insid...
Posted on 23 October 2026 | 7:00 pm

Adding Graph Retrieval to a RAG Pipeline With Python

The majority of retrieval-augmented generation (RAG) examples start as follows: document segmentation; create embedding representations for segment...
Posted on 23 October 2026 | 4:00 pm

When RabbitMQ Accepts a Message but Does Not Route It to a Queue

RabbitMQ is a message broker that applications use to communicate asynchronously. A publisher sends a message to an exchange with a routing key. Th...
Posted on 22 October 2026 | 3:00 pm

Build a Voice Assistant With Gemini Live API

I wanted a Nest Hub that I could actually program. Something on the kitchen wall that shows the time, the weather, my teams, what's cooking and wha...
Posted on 21 October 2026 | 3:30 pm

Spring AI on Local LLMs

Why Running It Locally The usual reason given is privacy, and it’s a real one. A prompt sent to a local model never leaves the machine, which chang...
Posted on 21 October 2026 | 2:00 pm

Data Integration Landscape 2026: Event Streaming, API, and Batch in the Era of Agentic AI

Data integration used to be treated as back-office plumbing. Difficult, yes, and always operationally critical, but rarely seen as strategic. That ...
Posted on 20 October 2026 | 7:00 pm

OwlVigil Open-Sources Its Go SDK for Enterprise AI

Since the launch of OwlVigil, I have been contemplating a key objective: fully unlocking its capabilities for developers, enabling seamless integra...
Posted on 20 October 2026 | 2:30 pm

Why 200 OK Is the Most Dangerous Lie in Enterprise Integration

A customer changes her email address in a mobile app on Friday afternoon. The app displays a green confirmation message:
Posted on 19 October 2026 | 6:00 pm

Post-Quantum TLS for Cloud APIs and Microservices

Why Every TLS Termination Is a Separate Migration Boundary A cloud application rarely has one TLS connection. A single API request can be decrypted...
Posted on 16 October 2026 | 6:00 pm

Complex Event Processing (CEP) With Apache Flink: What It Is and When (Not) to Use It

https://dzone.com/articles/apache-flink-1Most teams working with Apache Flink think about stream processing: filter events, aggregate values, enric...
Posted on 16 October 2026 | 5:00 pm

When Retries Become Failure Amplifiers: The Hidden Cost of Recovery at Scale

The City Traffic Analogy Imagine a city's traffic system during rush hour. A minor accident blocks one lane on a major highway. Traffic slows down,...
Posted on 16 October 2026 | 12:00 pm

Global Setup in Playwright TypeScript for API Testing

If you need to generate prerequisite test data, such as adding dummy records through an API, before executing your test suite, using Global Setup i...
Posted on 15 October 2026 | 1:00 pm

How to Test PUT, PATCH, and DELETE API Requests Using Playwright TypeScript

API testing is the practice of verifying that an API behaves as expected. In Agile environments, teams often perform it early in the SDLC as part o...
Posted on 14 October 2026 | 3:00 pm

Builder Pattern + Faker in API Test Automation Using Playwright With TypeScript

Ever felt stuck writing Playwright tests because of messy or hardcoded test data? It usually starts simple, but as your tests grow, like testing an...
Posted on 13 October 2026 | 5:00 pm

How Cache Invalidation Caused Memory Pressure and API Failures at Scale

Most production systems do not fail loudly. They degrade quietly. This case started with an API that was technically “healthy.” It was serving traf...
Posted on 9 October 2026 | 3:00 pm

Threat Modeling Context-Aware AI: A STRIDE Walkthrough

Context-aware AI has become the default architecture for grounding Large Language Models (LLMs) in private, enterprise data. It is also quietly one...
Posted on 9 October 2026 | 2:00 pm

Gossips on Cryptography: Part 4

In this blog, we will continue our discussion from the previous parts. If you have not read them, please read them first. Parts 1 & 2 – Caesa...
Posted on 1 October 2026 | 5:00 pm

Build Software Faster With Three Simple Principles

Development in small companies and startups often slows down at the boundaries between people and teams. A developer waits for a product decision. ...
Posted on 1 October 2026 | 4:00 pm

Why Databricks and Snowflake Speak the Kafka Protocol: Ingestion vs Architecture

Kafka-compatible ingestion is showing up everywhere now, including in analytics platforms that have nothing to do with running Kafka. Databricks ad...
Posted on 30 September 2026 | 3:00 pm

Beyond HTTP Handoffs: Build Durable Agent-to-Agent Services With Temporal Nexus

Agent systems are increasingly decomposed into specialized services: a planning agent delegates research, a research agent invokes retrieval and sy...
Posted on 30 September 2026 | 1:00 pm