Data Engineering Resources

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

· 1,979 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

· 807 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

· 2,243 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

· 3,232 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

· 1,198 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

· 1,608 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

· 1,538 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

· 1,054 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 Srinivas Mudireddy

· 1,749 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

· 1,524 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

· 916 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

· 949 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

· 2,089 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

· 2,873 Views · 2 Likes

Top 5 Tips to Shrink and Secure Docker Images

You can shrink Docker images from over 1 GB to under 10 MB by using various techniques. The article talks about five tips that will help achieve this.

December 9, 2025

by Akash Lomas

· 1,802 Views · 4 Likes

How to Prevent Quality Failures in Enterprise Big Data Systems

Ensure reliable data pipelines with medallion architecture: Bronze, Silver, Gold layers catch quality issues early, preventing silent failures and bad decisions.

December 9, 2025

by Ram Ghadiyaram

CORE

· 1,518 Views · 1 Like

Disaster Recovery Testing for DevOps

When we think of Disaster Recovery, we expect instant restoration after deletions, outages, or attacks — but is that really how it works in practice?

December 8, 2025

by Daria Kulikova

· 2,359 Views · 3 Likes

The Hidden Cost of AI Agents: A Caching Solution

The true bottleneck in AI agent systems is data access, not LLMs. Semantic caching and coordinated query handling transform performance and cost.

December 8, 2025

by Janani Annur Thiruvengadam

CORE

· 2,356 Views · 6 Likes

Discover Hidden Patterns with Intelligent K-Means Clustering

K-Means goes beyond surface-level patterns to identify true shopper segments, enabling smarter cart-value forecasting and targeted recommendations.

December 5, 2025

by Raja Chakraborty

· 3,393 Views · 1 Like

AWS Agentic AI for App Portfolio Modernization

AWS Agentic AI automates and enriches portfolio assessments, fusing business context with technical signals to deliver faster, more consistent modernization decisions.

December 5, 2025

by Subrata Saha

· 3,276 Views · 1 Like

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