Data Engineering Resources

A Principled Framework for Scalable Experimentation and Reliable A/B Testing

Scalable experimentation framework enabling rigorous A/B testing, reliable metrics, and data-driven decisions across engineering teams.

December 25, 2025

by Sayantan Ghosh

· 19,743 Views · 1 Like

AI-Driven Schema Evolution and Adaptive Pipelines

AI-driven schema evolution enables self-healing data pipelines that autonomously detect, adapt to, and govern continuous schema changes for reliable enterprise analytics.

December 25, 2025

by Rambabu Bandam

· 2,619 Views · 1 Like

Autonomous Pipelines: Transforming CI/CD With Full Automation

The future of CI/CD is about moving beyond simple automation to truly intelligent, autonomous systems and code flows that flow seamlessly and safely to production.

December 25, 2025

by Lakshmi Prasad Rongali

· 2,136 Views · 2 Likes

Data Modeling: From ERwin to the Cloud

Learn in this article how data modeling has evolved from ERwin to cloud-native tools, boosting efficiency, governance, and AI-driven schema design.

December 24, 2025

by Anisha Sagi

· 1,651 Views · 1 Like

JavaScript Data Grid Comparison: 8 Popular Options Reviewed

I reviewed eight top JavaScript data grids and compared them by performance, customization, accessibility, cost, integration, and devX.

December 24, 2025

by Marina Chernyuk

· 5,285 Views · 3 Likes

Expose Any MCP Server as a Web API

Transform your MCP server into an HTTP API anyone can access from anywhere. This guide shows how to wrap your local MCP server with Express.js and tunnel via ngrok.

December 24, 2025

by Vivek Vellaiyappan Surulimuthu

· 1,899 Views · 1 Like

Implementing Automated Validation and Anomaly Detection

Ensure high-quality data in large-scale pipelines with automated validation, anomaly detection, and scalable frameworks that maintain accuracy and consistency.

December 23, 2025

by Venkataram Poosapati

· 2,237 Views · 1 Like

Atomic Writes in NoSQL: A Multi-Cloud Deep Dive

We analyze atomic write strategies in AWS, GCP, Azure, and Alibaba, demonstrating how MultiCloudJ ensures unified, consistent transaction semantics across NoSQL

December 23, 2025

by Sandeep Pal

· 2,408 Views · 3 Likes

Blockchain + AI Integration: The Architecture Nobody's Talking About

Blockchain-AI integration demands new architectures: off-chain computation with on-chain verification, solving trust issues in decentralized intelligent systems.

December 23, 2025

by Dinesh Elumalai

CORE

· 3,731 Views · 2 Likes

Bridging the Gap Between Data Lakes and Warehouses

Data lakehouses combine the flexibility of data lakes with the reliability, performance, and governance features of data warehouses.

December 23, 2025

by Venkataram Poosapati

· 1,539 Views · 2 Likes

A Practical Guide to Blocking Cyber Threats

Learn how charities, NGOs, and community organizations can secure data and IT systems with appropriate access controls and minimal cost.

December 23, 2025

by Atish Kumar Dash

· 805 Views

Phantom APIs: The Security Nightmare Hiding in Your AI-Generated Code

Phantom APIs are now emerging through AI-generated code, creating hidden attack surfaces. Learn how they form and how to detect them before attackers do.

December 22, 2025

by Igboanugo David Ugochukwu

CORE

· 3,339 Views · 3 Likes

LLMOps Explained: How It Works, Key Benefits, and Best Practices

This article discusses LLMOps, how it works, key benefits, and best practices to streamline large language model operations for efficiency and scalability.

December 22, 2025

by Lilly Gracia

· 1,662 Views · 1 Like

Fortifying Cloud Security Operations with AI-Driven Threat Detection

Transforming cloud security operations by leveraging predictive and intelligent automation for faster, smarter threat detection and response.

December 19, 2025

by Atish Kumar Dash

· 1,421 Views · 1 Like

Technology Evolution From Traditional Automation to AI-Driven MCP Servers

AI-driven Multi-Cloud Platform (MCP) servers marks a shift from rigid, rule-based workflows to adaptive, intelligent systems.

December 19, 2025

by Shivi Kashyap

· 2,382 Views · 1 Like

Looking at the Evolving Landscape of ITSM Through the Lens of AI

Elevating the ITSM Experience with Intelligent Workflows, Predictive Insights, and Autonomous Service Experiences for Smarter IT Operations.

December 18, 2025

by Atish Kumar Dash

· 1,462 Views · 1 Like

Building AI Agents Using Docker cagent and GitHub Models

This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.

December 18, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 3,186 Views · 1 Like

We Taught AI to Talk — Now It's Learning to Talk to Itself: A Deep Dive

Human-crafted prompts are becoming obsolete. The future of AI lies in "Intent Engineering," where AI systems generate and optimize their own prompts internally.

December 18, 2025

by Nidhi Sharma

· 2,765 Views · 1 Like

Why Your UEBA Isn't Working (and How to Fix It)

Traditional UEBA can't catch modern threats. Learn how AI-powered behavioral analytics detects sophisticated attacks instantly without months of training.

December 18, 2025

by Alvin Lee

CORE

· 1,271 Views · 1 Like

Infrastructure as Code: How Automation Evolved to Power AI Workloads

Learn about how Infrastructure as Code progressed in 2025 and how it helped automation, particularly for provisioning AI infrastructure.

December 18, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,456 Views · 3 Likes

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