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DZone Integration Zone

Recent posts in Integration on DZone.com

Prevent Duplicate API Calls With Idempotency: Patterns That Work

A failure pattern I have seen repeatedly in enterprise integrations: a payment request times out at the caller, succeeds downstream, and is then re...
Posted on 8 September 2026 | 1:00 pm

Handling Large API Responses Without Freezing the Client: A Practical Architecture With Temporal, Kafka, and RAG

A large API response becomes a client problem long before it becomes a network problem. A browser can receive hundreds of megabytes and still becom...
Posted on 4 September 2026 | 5:00 pm

Building a Python API Client That Doesn’t Fall Apart When the API Misbehaves

The first version of almost every API client I write looks embarrassingly simple. Send a request. Parse the JSON. Return the result.
Posted on 3 September 2026 | 2:00 pm

How to Detect AI-Generated Images in C# Using an API

When someone uploads an image to your application, it might look perfectly fine at first glance. It might open correctly, pass file validation, and...
Posted on 1 September 2026 | 2:00 pm

Why Ping-Based Uptime Checks Are Failing Modern SaaS Architectures

In the early days of the web, monitoring availability was simple: a server either responded to a ping, or it didn't. HTTP checks tightened that up ...
Posted on 31 August 2026 | 4:00 pm

When Guest Access Becomes an Attack Surface: A Technical Analysis of the City-Forum Campaign

Learn how attackers enumerated Salesforce Experience Cloud and ServiceNow portals — and how defenders can detect and prevent the same abuse. When G...
Posted on 27 August 2026 | 4:00 pm

Understanding RabbitMQ Exchange Types in Spring Boot

In this blog, you will take a closer look at the different exchange types that can be used in RabbitMQ. All are demonstrated by means of examples...
Posted on 26 August 2026 | 1:00 pm

Tail-Based Sampling in the OpenTelemetry Collector: Keeping the Traces That Matter

Head-based sampling makes a decision the instant a trace starts, before anyone knows whether that trace is boring or the one you will spend Friday ...
Posted on 25 August 2026 | 4:00 pm

From Chat Completions to Responses: Why Is OpenAI Upgrading Its Core API?

This article was originally published on my blog. For the latest version and future updates, please visit the original post: https://jaketao.com/la...
Posted on 24 August 2026 | 1:00 pm

How to Secure Fintech REST APIs Against BOLA Vulnerabilities

Broken Object Level Authorization (BOLA) occurs when a REST API exposes an object identifier—such as an account, transaction, or loan ID — without ...
Posted on 24 August 2026 | 12:00 pm

Building Meeting Audio RAG on Microsoft Foundry With Fast Transcription and Foundry IQ

Every recorded meeting your organization has ever held is already a knowledge base. It just happens to be stored in the least queryable format imag...
Posted on 21 August 2026 | 7:00 pm

Reliability Without Control: Operating SRE Practices in Platform–SaaS and API-Dependent Systems

Originally, back-end and front-end Site Reliability Engineering (SRE) were owned by teams. They code the programs, set up databases and infrastruct...
Posted on 20 August 2026 | 7:00 pm

Prompt, Fine-Tune, or Compile: The Three Ways to Build Anything in AI

It started as a fleeting thought while I was heads-down building agentic AI systems: somewhere between "just call the API" and "let's train our own...
Posted on 20 August 2026 | 2:00 pm

Why Is the Agent Card Important?

Let's begin with the definition of an AI agent.  Agents are software entities that perform tasks autonomously on behalf of a user or another progra...
Posted on 19 August 2026 | 4:00 pm

A Developer's Guide to Chrome Extension Manifest V3 Declarative Net Request API

Google's transition from Manifest V2 to Manifest V3 has been one of the most significant architectural overhauls in the history of browser extensio...
Posted on 19 August 2026 | 3:00 pm

AI-Powered API Development With Spring AI

Artificial intelligence has rapidly become a core capability in modern software development. For Java developers, integrating these capabilities in...
Posted on 14 August 2026 | 4:00 pm

Why Your Unified API Strategy Will Break

Every B2B SaaS product team knows this moment. You're trying to close a deal, and the prospect says, "We just need you to sync with our CRM. And ou...
Posted on 13 August 2026 | 6:00 pm

Zone-Aware Routing in Kubernetes: Reducing Latency, Improving Resilience, and Lowering Cloud Costs

This guide explains zone-aware routing from a Kubernetes-first point of view. It covers:
Posted on 13 August 2026 | 12:00 pm

From Microservices to Agent Services: The Next Architectural Shift

The evolution from monolithic applications to microservices transformed enterprise software by decomposing business capabilities into independently...
Posted on 12 August 2026 | 6:00 pm

Building an AI-Powered Incident Triage Agent with .NET Aspire

Every on-call engineer understands this situation well. An alert fires at 2 a.m., engineers spend the first five minutes figuring out what it means...
Posted on 10 August 2026 | 6:00 pm