Data Engineering Resources

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

· 2,052 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

· 2,234 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

· 3,108 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

· 7,120 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

· 2,992 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

· 3,207 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

· 1,792 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

· 1,474 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

· 2,319 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

· 1,618 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

· 3,185 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

· 2,936 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

· 3,374 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

· 2,506 Views · 3 Likes

Understanding Bigfile Tablespace Defaults in Oracle Database 23ai: Impact and Benefits

Oracle Database 23ai makes bigfile tablespaces the default, simplifying storage management and boosting scalability for modern, cloud-ready databases.

November 3, 2025

by arvind toorpu

CORE

· 2,790 Views · 2 Likes

Navigating the Cyber Frontier: AI and ML's Role in Shaping Tomorrow's Threat Defense

AI and ML are transforming cybersecurity with adaptive defenses, predictive analysis, and automation, shaping a smarter, more resilient digital future.

November 3, 2025

by Geethamanikanta Jakka

· 1,342 Views · 2 Likes

Delta Lake 4.0 and Delta Kernel: What's New in the Future of Data Lakehouses

Delta Lake 4.0 pushes the lakehouse forward with flexible schemas, stronger transactions, remote, multi‑engine access, self‑optimizing performance, and AI‑ready storage.

November 3, 2025

by Sairamakrishna BuchiReddy Karri

· 3,429 Views · 2 Likes

Human-AI Readiness

AI is reshaping work through human-AI collaboration. Learn how organizations can build readiness, maturity, and thrive in the hybrid intelligence era.

November 3, 2025

by Rick Freedman

· 1,750 Views · 2 Likes

Series (3/4): Toward a Shared Language Between Humans and Machines — Quantum Language and the Limits of Simulation

Can quantum computing encode meaning into qubits? This part analyzes how quantum language processing might offer a radically new path.

October 31, 2025

by Frederic Jacquet

CORE

· 1,871 Views · 1 Like

Streamlining Real-Time Ad Tech Systems: Techniques to Prevent Performance Bottlenecks

Ad tech platforms depend on microscopic efficiency. Profiling and disciplined logging collectively cut waste and latency, turning scale into sustainable profit.

October 31, 2025

by Jeet Nishit Mehta

· 1,966 Views · 1 Like

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