Data Engineering Resources

AI Code Refactoring: Principles, Techniques, and Benefits

Refactoring enhances code quality, performance, and maintainability using AI to automate improvements. Key principles are readability, modularity, and efficiency.

November 12, 2025

by Mitchell Jhonson

· 1,911 Views · 2 Likes

The DSPM Paradox: Perceived Controls for an Uncontrollable Data Landscape

You can't stop every burglar, but you can ensure your valuables are in a safe they can't crack. Why DSPM tools create an illusion of control in modern data security.

November 12, 2025

by Hamid Akhtar

· 1,265 Views

A Growing Security Concern: Prompt Injection Vulnerabilities in Model Context Protocol Systems

Prompt injection can make AI assistants a privilege‑escalation risk. Learn attack patterns and layered defenses: isolation, sanitization, validation.

November 11, 2025

by Janani Annur Thiruvengadam

CORE

· 2,178 Views · 4 Likes

Gatherers in Java: What They Are and Why They Matter

With Stream API, developers could only customize terminal operations using Collector. Stream Gatherers allow developers to define custom intermediate operations.

November 11, 2025

by Ammar Husain

CORE

· 5,024 Views · 8 Likes

Creating an MCP Server With Spring AI

This article provides a step-by-step guide to creating a Model Context Protocol (MCP) server using Spring AI and explains the advantages of using MCP.

November 11, 2025

by Gunter Rotsaert

CORE

· 5,098 Views · 6 Likes

Decentralized Identity Management: The Future of Privacy and Security

As more of our information goes digital and cybersecurity awareness increases, DIM feels like the natural next step of identity management.

November 11, 2025

by Ben Hartwig

· 2,933 Views · 2 Likes

Docker Security: 6 Practical Labs From Audit to AI Protection

Master Docker security with six practical labs that take you from basic configuration audits to advanced AI workload protection

November 10, 2025

by Shamsher Khan

CORE

· 4,916 Views · 6 Likes

How Tool-Call Observability Enables You to Support Reliable and Secure AI Agents

Observability is key for performance and data security. Here's how to build the essential components into your AI agent infrastructure

November 10, 2025

by Gil Feig

· 2,151 Views · 2 Likes

Event-Driven Architecture Patterns: Real-World Lessons From IoT Development

Real-world lessons on building event-driven systems for IoT and microservices — and model optimization with practical code examples.

November 10, 2025

by Bhavna Hirani

· 7,839 Views · 6 Likes

GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails

Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.

November 10, 2025

by Sajal Nigam

· 4,949 Views · 4 Likes

Hudi vs. Delta vs. Iceberg: How to Choose the Right Lakehouse Table Format

Hudi excels at real-time upserts, Delta handles ACID workloads, and Iceberg supports large-scale analytics with flexible schemas.

November 10, 2025

by harshraj bhoite

· 3,619 Views · 1 Like

Regression Analysis for Time Series Data: Models and Applications

Ready to use regression analysis for time series data? Explore how this method works in practice to effectively predict future outcomes and drive growth.

November 10, 2025

by Oleksandr Stefanovskyi

· 1,603 Views · 1 Like

AI-Driven Generative Design: Automating Architectural Layouts

AI-driven generative design automates architectural layouts using optimization and machine learning, enabling faster, smarter, and data-driven design solutions.

November 10, 2025

by Gurcharan Singh

· 1,896 Views

Beyond Dashboards: How Autonomous AI Agents Are Redefining Enterprise Analytics

Agentic AI is fundamentally changing how organizations extract insights from data and make strategic decisions, moving from reactive reporting to autonomous intelligence.

November 7, 2025

by Mohan Krishna Mannava

· 2,097 Views · 2 Likes

Prompt Engineering vs Context Engineering

Use prompt engineering for experimentation; use context engineering for production systems requiring accuracy and consistency

November 7, 2025

by Vineet Bhatkoti

· 3,245 Views · 3 Likes

Understanding Proxies and the Importance of Japanese Proxies in Modern Networking

Understand how proxies work and why Japanese proxies offer superior speed, security, and regional access for businesses, developers, and online tasks.

November 7, 2025

by Adamo Tonete

· 2,517 Views · 1 Like

Unlocking Modernization: SUSE Virtualization on Arm64 With Harvester

Learn about how SUSE Virtualization and Ampere enable energy-efficient cloud modernization with Arm64 support, unifying VMs and containers on one platform.

November 6, 2025

by Craig Hardy

· 3,096 Views · 2 Likes

A Practical Guide to Modernizing Data Serving Architectures Using DBSQL

Learn how we replaced our traditional RDS serving layer with direct lakehouse querying to improve performance, reduce cost, and achieve real-time data freshness.

November 6, 2025

by PRAVEEN DOOTAGANI

· 2,722 Views

Optimizing Write-Heavy Database Workloads for Low Latency

This article will explore the performance-related complexities that teams commonly face with write-heavy workloads and discuss your options for tackling them.

November 6, 2025

by Felipe Mendes

· 2,116 Views · 4 Likes

Tactical Domain-Driven Design: Bringing Strategy to Code

Tactical DDD transforms business understanding into code through seven core patterns — from entities to domain events — building software that truly reflects the domain.

November 6, 2025

by Otavio Santana

CORE

· 3,697 Views · 1 Like

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