Data Engineering Resources

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

· 2,134 Views · 4 Likes

AI Infrastructure: Compute, Storage, Observability, Security, and More

In this final article, you will learn about AI infrastructure compute, storage, observability, optimization, security, and deployment architecture.

October 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,486 Views · 4 Likes

AI-Driven Developer Tools: Transforming the Future of Software Development

AI-driven developer tools boost speed, quality, and security in software development by automating coding, testing, and debugging.

October 13, 2025

by Ilya Dudkin

CORE

· 1,743 Views · 1 Like

Beyond Traditional Load Balancers: The Role of Inference Routers in AI Systems

Inference routing is the process of routing AI inference requests to the most suitable model based on cost, latency, quality, etc.

October 13, 2025

by Bhala Ranganathan

CORE

· 2,134 Views · 1 Like

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

· 1,376 Views

Infusing AI into Your Java Applications

An introductory tutorial for Java developers on writing AI-infused applications using Quarkus with LangChain4j. You don't need Python to write AI apps.

October 10, 2025

by Don Bourne

· 6,322 Views · 10 Likes

Long-Running Durable Agents With Spring AI and Dapr Workflows

Spring AI agentic patterns show how to coordinate multiple ChatClient calls to LLMs. We look at how Dapr Workflows can make these interactions durable and resilient.

October 10, 2025

by Mauricio Salatino

· 4,619 Views

Introduction to Spring Data Elasticsearch 5.5

Getting started with the latest version of Spring Data Elasticsearch 5.5 and Elasticsearch 8.18 as a NoSQL database for our data storage.

October 10, 2025

by Arnošt Havelka

CORE

· 3,151 Views · 2 Likes

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

· 4,822 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

· 4,385 Views · 5 Likes

Building Realistic Test Data in Java: A Hands-On Guide for Developers

Learn how to build a simple API that delivers believable fake users, perfect for testing, demos, or UI prototyping. No more “John Doe” data, finally, real-feel mocks.

October 10, 2025

by Wallace Espindola

· 3,555 Views · 8 Likes

Using LLMs to Automate Root Cause Analysis in Incident Response

LLMs streamline incident response by quickly identifying root causes from logs and alerts, cutting down manual effort and downtime.

October 9, 2025

by Venkatesan Thirumalai

· 4,673 Views · 3 Likes

Evaluating LLM-Powered Voice Assistants: A Guide Beyond Traditional Metrics

A practical guide to evaluating LLM-powered voice assistants using multi-dimensional metrics covering helpfulness, accuracy, safety, and system performance.

October 9, 2025

by Surya Teja Appini

· 2,889 Views · 2 Likes

Building a Supply Chain Digital Twin Technology

Learn about digital twin technology using Python in supply chain management: model supply chain networks, enhance decision-making, and optimize operations.

October 9, 2025

by Manvinder Kumra

· 2,147 Views · 1 Like

How GenAI Can Eliminate SME Bottlenecks in Enterprise Systems

An AI-powered system, a knowledge-enabled system to explain enterprise code, reducing SME dependency and accelerating productivity.

October 9, 2025

by Monil Shah

· 1,757 Views · 3 Likes

Low Code, High Impact: A Solution Architect’s Guide to Building Scalable Community Platforms With AI and Low-Code Tools

How to build a modular, low-code community platform using Webflow, Supabase, AI-powered media generation, and Google Cloud Run.

October 9, 2025

by Rahul Ranjan

· 2,213 Views · 1 Like

Virtualization Meets Acceleration: Powering AI Workloads

AI doesn’t need new infrastructure — just smarter use of what you already have. Scale it securely and efficiently using your existing Cisco and VMware infrastructure.

October 9, 2025

by Siva Kiran Nandipati

· 2,971 Views · 1 Like

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

· 6,998 Views · 7 Likes