Integration Resources

Fixing a Test Involves Much More Than Simply Making It Pass

Learn why using Postman's 'Fix test' may mask bugs — tips to investigate failures, preserve test intent, and protect API reliability. Verify, then act.

October 10, 2025

by Stelios Manioudakis

CORE

· 4,795 Views · 3 Likes

AI-Assisted Kubernetes Diagnostics: A Practical Implementation

Proof-of-concept tool using GPT-4 to detect failing Kubernetes pods, analyze logs and events, and suggest fixes with human approval for common issues.

October 10, 2025

by Shamsher Khan

CORE

· 4,324 Views · 5 Likes

Efficiently Reading Large Excel Files (Over 1 Million Rows) Using the Open-Source Sjxlsx Java API

The primary objective of this article is to prevent the "out of memory-Java heap issue" when reading large Excel files using the open-source "sjxlsx" library.

October 9, 2025

by Mahendran Chinnaiah

· 6,958 Views · 7 Likes

Theia Deep Dive, Part 2: Mastering Customization

Part 2 of building your own custom IDE with Theia. Learn how to strip down the UI, rewire contributions, and craft a UX tailored to your product.

October 9, 2025

by Maksim Kachurin

· 2,716 Views · 1 Like

The Top 20 Problems With Batch Processing (and How to Fix Them With Data Streaming)

20+ hidden issues with batch processing — like data loss, duplication, and latency — and why data streaming is the smarter solution.

October 8, 2025

by Kai Wähner

CORE

· 2,248 Views · 5 Likes

Theia Deep Dive, Part 1: From Zero to Your Own IDE

Part 1 of building your own custom IDE with Theia. From setup and plugins to a working browser-based IDE with a custom UI and splash screen.

October 8, 2025

by Maksim Kachurin

· 5,922 Views · 2 Likes

Transforming Your Node.js REST API into an AI-Ready MCP Server

Learn how to upgrade your Node.js REST API into an AI-ready MCP server to enable intelligent, agent-driven interactions.

October 8, 2025

by Lakshmi Narayana Rasalay

· 6,702 Views · 1 Like

Building Cost-Effective Internet Scale Applications

How cloud developers can build highly scalable applications with zero initial cost of running the infrastructure and scale them to millions of user requests.

October 7, 2025

by Ranjit Aneesh

· 3,614 Views · 2 Likes

Why Incomplete Documentation Is a Security Vulnerability in SaaS

Security isn’t just firewalls and tools — bad documentation can cause breaches. Treat docs like code, keep them consistent, and automate updates to stay secure.

October 7, 2025

by Favour Efeoghene

· 1,954 Views · 1 Like

Enhance Development With DevoxxGenie and MCP

This blog provides a tutorial on how to integrate AI agents, specifically MCP agents, into your coding workflow using the DevoxxGenie plugin for JetBrains IDE.

October 6, 2025

by Gunter Rotsaert

CORE

· 1,672 Views

Salesforce Data Cloud: Setting Up and Using the Ingestion API

In this guide, learn to use Salesforce Data Cloud Ingestion API for real-time and bulk data ingestion to deliver accurate, personalized customer experiences.

October 2, 2025

by Ramesh Bellamkonda

· 4,078 Views · 2 Likes

Implement a Circuit Breaker for an Unavailable API Service Running in App Connect on CP4I Using Red Hat Service Mesh

Learn how to implement the Circuit Breaker pattern using Red Hat OpenShift Service Mesh and IBM App Connect to prevent app outages.

October 2, 2025

by Abhinav Priyadarshi

· 2,465 Views · 2 Likes

Scoped Filtering: A Practical Bridge to RBAC

Need RBAC but can’t afford an architecture overhaul? Scoped filtering lets you enforce access control at the API level, making it easy to layer onto your existing system.

September 30, 2025

by Aditi Kanaujia

· 2,238 Views · 4 Likes

How to Integrate AI APIs Into Your Projects

AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”

September 29, 2025

by Devesh Garg

· 2,952 Views · 1 Like

*You* Can Shape Trend Reports: Join DZone's Database Systems Research

Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.

Updated September 29, 2025

by DZone Editorial

· 58,299 Views · 36 Likes

LLM-First Vibe Coding

This article provides an overview of vibe coding and LLM-first development, exploring their impact on workflows, productivity, and software engineering.

September 26, 2025

by Nilesh Bhandarwar

· 3,626 Views · 3 Likes

The New API Economy With LLMs

The rise of powerful LLMs is creating a new API economy where natural language replaces structured code as the primary interface.

September 24, 2025

by Rachit Jain

· 3,767 Views · 2 Likes

Key Principles of API-First Development for SaaS

In this article, I’d like to share my experience and best practices for API-first development in SaaS, highlighting five key aspects you should consider.

September 24, 2025

by Mykhailo Kopyl

· 2,961 Views · 1 Like

Using TanStack Query for Scalable React Applications

With built-in caching, retries, and background refetching, TanStack Query takes the pain out of CRUD operations in large-scale React applications.

September 24, 2025

by Poornakumar Rasiraju

· 3,492 Views

Top 5 RAD Platforms for Developers

A plain-spoken review of five Java-friendly RAD platforms. I cover CRUD speed, extensibility, security, deployment, support, lock-in, and pricing.

September 23, 2025

by Amir Shelli

· 5,148 Views · 4 Likes

The Latest Integration Topics