Data Engineering Resources

AI's Cognitive Cost: How Over-Reliance on AI Tools Impacts Critical Thinking

Learn how over-reliance on AI tools impacts critical thinking, with insights from Michael Gerlich's 2025 study on cognitive offloading and AI usage trends.

June 17, 2025

by Srinivas Chippagiri

CORE

· 17,422 Views · 3 Likes

Driving Streaming Intelligence On-Premises: Real-Time ML With Apache Kafka and Flink

This article explores how to design, build, and deploy a predictive ML model using Flink and Kafka in an on-premises environment to power real-time analytics.

June 17, 2025

by Gautam Goswami

CORE

· 2,062 Views · 6 Likes

Why 99% Accuracy Isn't Good Enough: The Reality of ML Malware Detection

ML models need to be complemented with traditional detection techniques for malware detection to work in real enterprise environments, due to the "base rate problem."

June 16, 2025

by Udbhav Prasad

· 2,521 Views · 5 Likes

Before You Microservice Everything, Read This

Microservices are powerful but often overused. Modular monoliths offer a simpler, scalable way to structure applications, especially at the start of a project.

June 16, 2025

by Nizam Abdul Khadar

· 3,295 Views · 4 Likes

Scrum Smarter, Not Louder: AI Prompts Every Developer Should Steal

A practical guide that helps developers use AI to improve backlog grooming, retros, standups, and reviews, without waiting for the Scrum Master to save the sprint.

June 16, 2025

by Ella Mitkin

· 4,720 Views · 9 Likes

Safeguarding Cloud Databases: Best Practices and Risks Engineers Must Avoid

This article explores database security practices in cloud environments, highlighting risks like misconfigurations, insufficient encryption, and excessive privileges.

June 16, 2025

by arvind toorpu

CORE

· 2,263 Views · 2 Likes

AI Agents in PHP With Model Context Protocol

Supercharge your PHP applications with AI Agents using MCP (Model Context Protocol). Connect powerful tools to LLMs with minimal coding.

June 16, 2025

by Valerio Barbera

· 1,368 Views · 3 Likes

Monitoring and Managing the Growth of the MSDB System Database in SQL Server

The msdb system database in SQL Server is crucial for managing and maintaining tasks such as job scheduling, alerts, and database mail. Learn more about it.

June 16, 2025

by arvind toorpu

CORE

· 2,841 Views · 3 Likes

Create POM With LLM (GitHub Copilot) and Playwright MCP

Learn how to build a scalable, AI-powered test automation framework using Playwright MCP, GitHub Copilot, and the Page Object Model design pattern.

June 13, 2025

by Kailash Pathak

CORE

· 5,027 Views · 5 Likes

Smarter IoT Systems With Edge Computing and AI

IoT Systems can be enhanced and improved in terms of efficiency through the use of artificial intelligence and edge computing

June 13, 2025

by Surendra Pandey

· 2,777 Views · 3 Likes

AI Agent Architectures: Patterns, Applications, and Implementation Guide

AI agent architectures provide structural blueprints for designing intelligent systems that perceive environments, process information, and execute actions.

June 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 7,196 Views · 7 Likes

When Incentives Sabotage Product Strategy

Learn in this article how to tackle incentives sabotaging product strategy with strategic rejection techniques that align goals, improve focus, and build trust.

June 13, 2025

by Stefan Wolpers

CORE

· 1,838 Views · 5 Likes

RAG vs. CAG: A Deep Dive into Context-Aware AI Generation Techniques

RAG retrieves external knowledge to ground AI responses, while CAG uses internal context for personalization—combine both for smarter, context-aware systems.

June 13, 2025

by Rambabu Bandam

· 4,577 Views · 2 Likes

Exploring the IBM App Connect Enterprise SELECT, ROW and THE Functions in ESQL

This article is all about the different ways you can use SELECT in IBM App Connect Enterprise: returning arrays, rows, or just that one perfect value.

June 13, 2025

by Matthias Blomme

· 1,626 Views

Modernizing Financial Systems: The Critical Role of Cloud-Based Microservices Optimization

Cloud-based microservices enhance fintech by cutting costs by 30%, accelerating recovery by 40%, and boosting uptime to 99%.

June 13, 2025

by Sibasis Padhi

· 2,540 Views · 2 Likes

KubeVirt: Can VM Management With Kubernetes Work?

KubeVirt, while promising for organizations exploring virtualization, several caveats remain for the support of at-scale virtual machine workloads

June 12, 2025

by Chris Ward

CORE

· 3,585 Views · 1 Like

HTAP Using a Star Query on MongoDB Atlas Search Index

The MongoDB document model for OLTP mirrors business objects and resembles a star schema. With Atlas Search indexes, it enables HTAP without a separate analytical DB.

June 12, 2025

by Franck Pachot

· 1,664 Views · 2 Likes

The Missing Infrastructure Layer: Why AI's Next Evolution Requires Distributed Systems Thinking

Let's explore how investing in proven AI infrastructure yields a competitive advantage over those who continue trying to solve infrastructure problems at the app layer.

June 12, 2025

by John Vester

CORE

· 2,419 Views · 3 Likes

Engineering Resilience Through Data: A Comprehensive Approach to Change Failure Rate Monitoring

CFR measures how often changes break production. This article shows how to track it accurately using event data, confidence scoring, and real-time dashboards.

June 12, 2025

by Saumen Biswas

· 2,925 Views · 3 Likes

Designing Scalable Multi-Agent AI Systems: Leveraging Domain-Driven Design and Event Storming

Use Domain-Driven Design and Event Storming to define agent roles, boundaries, and scalable architectures for complex Multi-Agent AI Systems aligned with business needs.

June 12, 2025

by Kaustav Dey

· 4,808 Views · 3 Likes

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