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Recent posts in Integration on DZone.com

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

How to Test POST API Requests With Playwright TypeScript

Testing POST API requests is an important skill for modern QA and automation engineers working with backend services and microservices. In this art...
Posted on 29 September 2026 | 4:00 pm

Jakarta Batch in Practice: Reliable Chunk-Oriented Processing for Enterprise Workloads

Batch processing remains vital because many business operations aren't suited to interactive requests. Tasks such as recalculating prices, reconcil...
Posted on 29 September 2026 | 2:00 pm

The Request Timed Out, But the Payment Succeeded: Building Retry-Safe Mobile APIs

Mobile networks are notoriously unreliable. A common scenario is when a user taps "Pay Now" in an app: the payment request reaches the server and i...
Posted on 28 September 2026 | 4:00 pm

Beyond Batch: Engineering Enterprise Systems for Real-Time Decisioning

The Batch Processing Problem Batch processing isn't inherently a disadvantage. It becomes a problem when the business needs a decision now, but the...
Posted on 25 September 2026 | 7:00 pm

How to Verify Response Data in API Testing With Playwright TypeScript

One of the most important parts of API test automation is validating the response body to ensure data integrity. This step plays a key role in func...
Posted on 25 September 2026 | 1:00 pm

6 Techniques To Reduce LLM API Costs With the Python Library

Before diving into solutions, it helps to understand the scale of the problem. Take a common production pattern: a customer support bot that proces...
Posted on 23 September 2026 | 7:00 pm

Building a Secure MCP Server for File Processing: Auth, Rate Limiting, and Idempotency

Most write-ups on building an MCP server focus on the protocol itself: defining tools, handling requests, wiring up a client. That part is genuinel...
Posted on 22 September 2026 | 5:00 pm

Architecting for <1s Latency: Managing Eventual Consistency in Distributed Search Platforms

At a logistics visibility company, the shipment state can change thousands of times per second due to the massive scale of operations. Such changes...
Posted on 22 September 2026 | 3:00 pm

When Production Stops Moving: Running Claude Code Across a Distributed Enterprise Integration Team

Enterprise platforms don't fail gracefully. A stalled integration, a malformed payload, a service that silently drops a field — these aren't abstra...
Posted on 21 September 2026 | 6:00 pm

When an iOS Retry Executes an Agent Twice: Building Effectively-Once Tool Workflows With LangGraph, MCP Tasks, Kafka, and App Attest

A mobile request can fail without the server-side work failing. An iOS app may time out, lose the response after a POST has reached the service, or...
Posted on 21 September 2026 | 5:00 pm

Your Application Has an Unindexed Attack Surface. Do You Know What’s in It?

Security teams usually describe an application through the assets they know about. This includes the production domain, documented APIs, the servic...
Posted on 21 September 2026 | 4:00 pm