Data Engineering Resources

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

· 3,210 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

· 2,429 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

· 3,004 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

· 2,684 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

· 2,083 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

· 3,547 Views · 1 Like

Master Production-Ready Big Data, Apache Spark Jobs in Databricks and Beyond: An Expert Guide

Refine Apache Spark performance in Databricks with strategies. Includes expert insights, PySpark examples, and diagrams for efficient data processing.

November 6, 2025

by Ram Ghadiyaram

CORE

· 1,729 Views · 1 Like

Build a LangGraph Multi-Agent System in 20 Minutes With LaunchDarkly AI Configs

Use LangGraph workflows that get their intelligence from RAG search, enhanced with MCP tools for live external data, and LaunchDarkly AI Configs—all without code changes.

November 5, 2025

by Scarlett Attensil

· 2,201 Views · 6 Likes

AI Code Generation: The Productivity Paradox in Software Development

AI boosts coding speed short-term, but long-term gains need human oversight, reuse, and focus on code quality beyond cycle time.

November 5, 2025

by Ammar Husain

CORE

· 2,946 Views · 4 Likes

The Tech Landscape of 2026: What Developers Need to Learn Now

This guide outlines the emerging themes and skills you need to succeed for designing and securing intelligent systems heading into 2026.

November 5, 2025

by Kailash Pati Dutta

· 6,895 Views · 20 Likes

AI-Assisted Software Engineering With OOPS, SOLID Principles, and Documentation

Top-down defines the "what"; bottom-up builds the "how." OOP and SOLID enable flexible, reusable design. AI helps, but only with a clear structure and context.

November 5, 2025

by Narendran Solai Sridharan

· 2,862 Views · 1 Like

Modular Monoliths Explained: Structure, Strategy, and Scalability

Modular monoliths: one deployable unit, cleanly split into modules. Simpler ops, strong boundaries, no microservice overhead.

November 4, 2025

by Ammar Husain

CORE

· 3,133 Views · 5 Likes

Federated API Management: Deploying APIs From WSO2 to AWS API Gateway

This tutorial guides you through the step-by-step process of configuring and integrating AWS API Gateway with the WSO2 API Manager.

November 4, 2025

by Naduni Pamudika

· 1,759 Views · 1 Like

Series (4/4): Toward a Shared Language Between Humans and Machines — Humans as Co-Creators: Ethics, Strategy, and the Future of a Shared Language

The focus is on the ethical, cultural, and strategic choices necessary to guide AI as a partner, ensuring we preserve human uniqueness while collaborating.

November 4, 2025

by Frederic Jacquet

CORE

· 1,439 Views · 3 Likes

Agentic AI Using Apache Kafka as Event Broker With the Agent2Agent Protocol (A2A) and MCP

Agentic AI becomes scalable and production-ready when powered by Apache Kafka with MCP and A2A for real-time, decoupled agent communication.

November 4, 2025

by Kai Wähner

CORE

· 2,285 Views · 7 Likes

Top Takeaways From Devoxx Belgium 2025

In October 2025, Devoxx Belgium showcased its 22nd edition, emphasizing Java and AI advancements. Sessions covered were AI workflows, architecture decisions, and more.

November 4, 2025

by Gunter Rotsaert

CORE

· 1,584 Views · 3 Likes

AIOps to Agentic AIOps: Building Trustworthy Symbiotic Workflows With Human-in-the-Loop LLMs

Build secure, human-in-the-loop AIOps workflows using agentic AI for smart alert triage, context summarization, and automated, safe incident resolution.

November 4, 2025

by Pratik Prakash

CORE

· 3,042 Views

Building a Resilient Observability Stack in 2025: Practical Steps to Reduce Tool Sprawl With OpenTelemetry, Unified Platforms, and AI-Ready Monitoring

Learn how to cut observability tool sprawl, adopt OpenTelemetry, and build a vendor-neutral, AI-ready observability stack for reliability at scale in 2025.

November 3, 2025

by Marija Naumovska

CORE

· 2,846 Views · 1 Like

5 Critical Databricks Performance Hacks That Most Engineers Miss (100x Faster Queries)

In this article, learn to boost Databricks' performance with six proven optimization strategies for UDFs, AQE, Delta Lake, broadcasts, and Photon acceleration.

November 3, 2025

by Ram Ghadiyaram

CORE

· 3,239 Views · 4 Likes

What Is Agent Observability? Key Lessons Learned

A foundational guide to the key concepts of agent observability including best practices, metrics, and common challenges.

November 3, 2025

by Lior Gavish

· 2,474 Views · 3 Likes

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