Integration Resources

Agentic AI addresses API testing issues through test creation and maintenance, intelligent test coverage, and more. Here's how to prepare development workflows for AI.

November 17, 2025

by Zac Amos

· 3,122 Views · 3 Likes

When Memory Overflows: Too Many ApplicationContexts in Spring Integration Tests

Spring Boot makes integration testing incredibly convenient: you have the entire application up and running in your test. But sometimes you can see memory usage spikes.

November 13, 2025

by Constantin Kwiatkowski

· 4,575 Views · 7 Likes

Gatherers in Java: What They Are and Why They Matter

With Stream API, developers could only customize terminal operations using Collector. Stream Gatherers allow developers to define custom intermediate operations.

November 11, 2025

by Ammar Husain

CORE

· 5,064 Views · 8 Likes

Event-Driven Architecture Patterns: Real-World Lessons From IoT Development

Real-world lessons on building event-driven systems for IoT and microservices — and model optimization with practical code examples.

November 10, 2025

by Bhavna Hirani

· 7,931 Views · 6 Likes

Bridging the Divide: Tactical Security Approaches for Vendor Integration in Hybrid Architectures

Learn about real-world hybrid security use cases and learn tactical strategies for securely integrating vendor software in cloud and on-prem environments.

November 5, 2025

by Dipankar Saha

· 1,922 Views · 2 Likes

Federated API Management: Deploying APIs From WSO2 to AWS API Gateway

This tutorial guides you through the step-by-step process of configuring and integrating AWS API Gateway with the WSO2 API Manager.

November 4, 2025

by Naduni Pamudika

· 1,804 Views · 1 Like

Implementing Zero-Downtime Upgrades in an Enterprise Cloud Application

Learn how to achieve zero-downtime upgrades in enterprise SaaS through resilient architecture, CI/CD automation, and multi-region deployment.

October 31, 2025

by Arun Ganapathi

· 2,792 Views · 1 Like

Make Static Sites Feel Dynamic With APIs Only (No Backend Needed)

This guide covers how the flow works, how to fetch and render data safely, and how to handle speed, SEO, and reliability.

October 29, 2025

by Jeff Tomas

· 3,204 Views · 2 Likes

Anthropic’s Model Context Protocol (MCP): A Developer’s Guide to Long-Context LLM Integration

Anthropic’s Model Context Protocol (MCP) standardizes how AI applications provide context to LLMs. Learn more about MCP and its practical uses.

October 27, 2025

by Naresh Dulam

· 5,813 Views · 4 Likes

Mastering Audio Transcription With Gemini APIs: A Developer's Guide

This guide walks you through implementing audio transcription in your applications using Gemini models, from basic implementations to real-time streaming solutions.

October 22, 2025

by Roline Stapny Saldanha

· 6,060 Views · 1 Like

What Is End-to-End Testing?

Learn end-to-end testing, including its definition, goals, stages, timing, and a practical example, to ensure complete software workflow validation.

October 22, 2025

by Faisal Khatri

CORE

· 2,981 Views · 4 Likes

GraphQL vs REST API: Which Is Better for Your Project in 2025?

REST: simple, cacheable. GraphQL: exact data, mobile-friendly. Choose REST for CRUD/caching, GraphQL for complex queries.

October 22, 2025

by Yilia Lin

· 3,915 Views · 3 Likes

Coarse Parallel Processing of Work Queues in Kubernetes: Advancing Optimization for Batch Processing

In the current modern distributed architecture, this article will explain how to execute a Kubernetes Job with optimized and multiple parallel worker processes.

October 20, 2025

by Tanu Jain

· 3,073 Views · 1 Like

Anypoint Mulesoft Masking Sensitive Data With DataWeave Custom Function in Logging

Secure MuleSoft logs by masking sensitive data with DataWeave, regex, and custom functions to ensure compliance and data protection.

October 17, 2025

by Ashok S [ASoyanke]

· 2,837 Views · 1 Like

Centralized Configuration Management With Consul

In this article, learn how to set up centralized configuration in Spring Boot using HashiCorp Consul for dynamic, environment-specific settings management.

October 15, 2025

by Vishnu Viswambharan

· 2,943 Views · 2 Likes

Types of Web 3 APIs

Choosing the right API architecture depends on your application’s specific needs like it's enterprise integration, user interaction or deep protocol-level communication.

October 15, 2025

by Oliver Ifediorah

· 2,180 Views · 1 Like

Automating REST Interface Generation

This article explores the challenges faced, the solutions adopted, and the prospects for further improving the process. The rules vary depending on the guidelines.

October 13, 2025

by Francesco Panico

· 1,763 Views · 3 Likes

Apache Iceberg REST Catalog: The Key to Vendor-Agnostic Data Interoperability

In this article, I have demonstrated how Iceberg Data can be accessed through the Iceberg REST Catalog from Data Mesh with a simple Python application.

October 13, 2025

by Pravin Dwiwedi

· 2,653 Views · 1 Like

What Is API Testing?

API testing explained: Learn what an API is, its different testing types, tools, and benefits to improve software quality and reliability.

October 13, 2025

by Faisal Khatri

CORE

· 2,112 Views · 4 Likes

Why Enterprise AI Needs Agentic Messaging Platforms

AI projects stall on plumbing, not progress. Agentic messaging platforms unify APIs, tools, and observability so teams can focus on AI logic.

October 13, 2025

by John Vester

CORE

· 1,351 Views

The Latest Integration Topics