Data Engineering Resources

Virtual Threads in JDK 21: Revolutionizing Java Multithreading

The introduction of Virtual Threads in JDK 21 represents a major milestone for Java’s concurrency ecosystem. Understand the basics and best practices in this article.

December 15, 2025

by Jiwan Gupta

· 3,205 Views

ITBench, Part 3: IT Compliance Automation with GenAI CISO Assessment Agent

The CISO Assessment Agent converts natural language compliance requirements into executable policies, enabling organizations to scale security operations.

December 12, 2025

by Yuji Watanabe

· 870 Views · 1 Like

Secrets in Code: Understanding Secret Detection and Its Blind Spots

Even the best secret scanners miss valid tokens in open-source projects. This research shares data and practical tips for safer API-key design.

December 12, 2025

by Jayson DeLancey

· 2,710 Views · 2 Likes

Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes

Leverage AI’s predictive analytics and automation with Kubernetes autoscaling and self‑healing to transform cloud deployments more efficiently.

December 12, 2025

by Sandeep Batchu

· 1,432 Views · 1 Like

Modern Blueprint for Privacy-First AI/ML Systems

Designing ML systems that protect privacy by design through on-device learning, ID-free experimentation, and federated intelligence.

December 12, 2025

by Arun Thomas

· 510 Views · 1 Like

The Tinker and the Tool: Lessons Learned for Using AI in Daily Development

This article explores the necessary philosophical shift and practical workflow adjustments for developers using AI coding assistants. The biggest lesson is that the value of the human engineer has moved entirely to critical thinking and ultimate ownership.

December 12, 2025

by Ioan Tinca

· 594 Views · 1 Like

Taming Gen AI Video: An Architectural Approach to Addressing Identity Drift and Hallucination

Most Gen AI tools treat video as stateless images. Discover how better architectures, identity conditioning, and state-aware pipelines make AI video production reliable.

December 11, 2025

by Andrei Klubnikin

· 1,837 Views · 1 Like

How GPU Power Is Shaping the Next Wave of Generative AI

The next wave of GenAI will be shaped not by model design, but by how effectively organizations secure and scale GPU compute.

December 11, 2025

by Igor Voronin

· 772 Views · 1 Like

Demystifying Agentic Test Automation for QA Teams

Testing is shifting from brittle scripts to autonomous AI agents that explore your app and find edge cases — QA’s new job is strategy, oversight, and amplification.

December 11, 2025

by John Vester

CORE

· 2,193 Views · 2 Likes

Why Senior Developers Are Actually Less Productive with AI Copilot (And What That Tells Us)

Experienced developers experience productivity drops with AI Copilot because verification overhead exceeds the gains from generation speed. Junior developers gain 35%, seniors lose 12%.

December 11, 2025

by Dinesh Elumalai

CORE

· 3,138 Views · 5 Likes

Securing Cloud Workloads in the Age of AI

5 practical steps to building bulletproof cloud systems in an era of rapidly evolving AI-driven cyber threats and risks.

December 10, 2025

by Atish Kumar Dash

· 1,094 Views · 1 Like

Architecting Intelligence: A Complete LLM-Powered Pipeline for Unstructured Document Analytics

How OCR, LLMs, and vector search work together to deliver reliable insights for analytics, compliance, and decision-making.

December 10, 2025

by Jas Tandon

· 1,555 Views · 4 Likes

Building Trusted, Performant, and Scalable Databases: A Practitioner’s Checklist

Modern databases: secure, resilient, and high-performing with zero-trust, optimized queries, and fault-tolerant architecture.

December 10, 2025

by Saurabh Dashora

CORE

· 1,480 Views · 3 Likes

When Dell's 49 Million Records Walked Out the Door: Why Zero Trust Is No Longer Optional

An investigation into the API security crisis reshaping enterprise architecture and why Zero Trust principles are essential for resiliency.

December 10, 2025

by Igboanugo David Ugochukwu

CORE

· 1,016 Views · 2 Likes

AI-Driven Alpha: Building Equity Models That Survive Emerging Markets

Enduring alpha requires engineering for resilience — regime awareness, stress testing, observability, and execution realism separate robust models from brittle ones.

December 9, 2025

by Jay Mehta

· 1,688 Views · 3 Likes

Reproducibility as a Competitive Edge: Why Minimal Config Beats Complex Install Scripts

Complex install scripts create fragility, drift, and wasted hours. Reproducibility gives you a real competitive edge in speed, quality, and operational clarity.

December 9, 2025

by Con Hrisikos

· 1,476 Views · 1 Like

How to Achieve and Maintain Cloud Compliance With System Initiative

System Initiative bakes compliance into your infrastructure from day one with a live digital twin and policy enforcement across three layers.

December 9, 2025

by Nick Stinemates

· 896 Views · 1 Like

AI SDLC Transformation, Part 2: How to Measure Impact (and Avoid Vanity Metrics)

Learn how to measure AI-driven software delivery beyond vanity metrics, focusing on capability, sustainability, and real transformation impact.

December 9, 2025

by Orkhan Gasimov

· 919 Views · 1 Like

Agile Is Dead, Long Live Agility

Agile is dead, long live agility. The brand may have failed, but its core ideas succeeded. It’s time to move on; the name was just a vehicle.

December 9, 2025

by Stefan Wolpers

CORE

· 2,058 Views · 4 Likes

An Analysis of Modern Distributed SQL

Learn about distributed SQL in modern data ecosystems, covering consensus, partitioning, serverless scaling, vector indexing, and production best practices.

December 9, 2025

by Abhishek Gupta

CORE

· 2,783 Views · 2 Likes

The Latest Data Engineering Topics