Integration Resources

Integration Reliability for AI Systems: A Framework for Detecting and Preventing Interface Mismatch at Scale

Prevent AI system failure by enforcing contract consistency across four layers: validation, testing, runtime monitoring, and fail-fast boundaries.

February 24, 2026

by Anurag Jindal

· 1,771 Views

Data Driven API Testing in Java with Rest-Assured and TestNG: Part 1

Learn how to perform data-driven API automation testing with Rest-Assured using object arrays and TestNG's @DataProvider annotation.

February 23, 2026

by Faisal Khatri

CORE

· 2,233 Views · 2 Likes

Building a Sentiment Analysis Pipeline With Apache Camel and Deep Java Library (DJL)

This tutorial shows how to build a sentiment analysis pipeline entirely in Java using Apache Camel and Deep Java Library (DJL).

February 23, 2026

by Vignesh Durai

· 3,001 Views · 2 Likes

Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026

AWS Step Functions is central to modern serverless data engineering, yet many teams struggle to build pipelines that scale reliably in production.

February 19, 2026

by Jubin Soni, FBCS

CORE

· 2,117 Views

Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications

Explore Google Gemini 3 API’s architecture, native multimodality, and agentic workflows with a hands-on guide to building a production-ready multimodal AI.

February 18, 2026

by Jubin Soni, FBCS

CORE

· 1,932 Views · 1 Like

How to Build Permission-Aware Retrieval That Doesn't Leak Across Teams

Permission-aware retrieval ensures that the assistant uses only allowed information. A context graph enforces access control to prevent cross-team leakage.

February 18, 2026

by Anusha Kovi

CORE

· 1,773 Views · 1 Like

Trust No Agent: How to Secure Autonomous Tools on Your Machine

Most developers run autonomous agents with zero isolation. This guide teaches you how to build defense in depth to contain the blast radius.

February 17, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,043 Views · 5 Likes

Serverless Is Not Cheaper by Default

A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.

February 13, 2026

by David Iyanu Jonathan

· 2,401 Views · 1 Like

Jakarta EE 12 M2: Entering the Data Age of Enterprise Java

Jakarta EE 12 aligns repositories, restrictions, queries, ORM, and NoSQL into a unified data model, making domain-centric data access a first-class platform feature.

February 11, 2026

by Otavio Santana

CORE

· 1,530 Views · 3 Likes

Model Context Protocol Vs Agent2Agent: Practical Integration with Enterprise Data

MCP is production-ready for LLM-to-tool integration; A2A enables emerging multi-agent collaboration. They complement, not compete, and neither replaces Spark or Airflow.

February 9, 2026

by Ram Ghadiyaram

CORE

· 1,857 Views · 1 Like

Enabling Single-Sign-On in SaaS Application

Single sign-on plays an important role in enhancing the security of your application. Let's deep dive into implementing SSO in an Angular-based web application.

February 1, 2026

by Jiwan Gupta

· 1,483 Views

How to Verify Domain Ownership: A Technical Deep Dive

A practical guide to implementing the three standard domain verification methods: DNS TXT, meta tags, and file-based verification.

February 3, 2026

by Illia Pantsyr

· 2,391 Views · 1 Like

Distributed Task Queue With Python asyncio + Redis (A Celery Replacement)

This article discusses how to build a lightweight, distributed task queue using Python asyncio and Redis as a simpler alternative to Celery for I/O-bound workloads.

February 3, 2026

by Surya Bhaskar Reddy Karri

· 1,927 Views · 2 Likes

Building Resilient Industrial AI: A Developer’s Guide to Multi-ERP RAG

Move beyond prompt engineering. This guide outlines a hybrid RAG architecture for securely integrating legacy ERPs with cloud orchestration.

February 3, 2026

by Rahul Kumar Thatikonda

· 1,709 Views · 1 Like

Testcontainers Explained: Bringing Real Services to Your Test Suite

Testcontainers enables realistic integration testing with broad language support while balancing fidelity, performance, and nuanced adoption strategies.

January 30, 2026

by Ammar Husain

CORE

· 1,681 Views · 2 Likes

5 Technical Strategies for Scaling SaaS Applications

In this article, I want to take a closer look at the pitfalls of popular SaaS scaling strategies, drawing on my own experience, and share the lessons learned.

January 29, 2026

by Mykhailo Kopyl

· 2,010 Views · 1 Like

2 Hidden Bottlenecks in Large-Scale Azure Migrations

Moving a massive on-premise system to the cloud isn't just about copying VMs. Here is how to overcome the two hidden performance killers.

January 28, 2026

by Dippu Kumar Singh

· 2,236 Views

GraphQL vs REST — Which Is Better?

Which API design paradigm should you choose for your application? GraphQL or REST. This article looks at the pros and cons of each.

January 27, 2026

by Ananth Iyer

· 7,103 Views · 7 Likes

Designing Mathematical Software for Humans

Mathematical software should mirror how people reason, not just compute. Design APIs that express ideas clearly and make exploration intuitive.

January 27, 2026

by Dhyey Mavani

· 2,318 Views

Versioning Lies: A Date Contract Is a Promise That Never Breaks

Modify URI-based API versioning to use date-based versions, easing operations, ensuring immutability, and also separating core logic from API responses.

January 27, 2026

by Akash Rasal

· 1,392 Views · 1 Like

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