Data Engineering Resources

From Autocomplete to Co-Creation: How AI Changes Developing/Debugging Workflows in Engineering

AI is not a replacement for engineers but a powerful partner that accelerates coding, debugging, and learning; human judgment still drives the real innovation.

October 29, 2025

by Aishwarya Murali

· 2,538 Views · 1 Like

Emerging Patterns in Large-Scale Event-Driven AI Systems

Build scalable AI event pipelines with Kafka to enable continuous learning systems that perceive, reason, and act in real time.

October 29, 2025

by Devdas Gupta

· 2,908 Views · 4 Likes

Make Static Sites Feel Dynamic With APIs Only (No Backend Needed)

This guide covers how the flow works, how to fetch and render data safely, and how to handle speed, SEO, and reliability.

October 29, 2025

by Jeff Tomas

· 3,273 Views · 2 Likes

End of Static Knowledge Bases? How MCP Enables Live RAG

Learn why static RAG systems fail over time and how the Model Context Protocol (MCP) enables live, hybrid AI architectures that stay accurate and up to date.

October 29, 2025

by Janani Annur Thiruvengadam

CORE

· 2,549 Views · 2 Likes

Series (2/4): Toward a Shared Language Between Humans and Machines — From Multimodality to World Models: Teaching Machines to Experience

Explores technologies attempting to bridge the gap through perception: multimodal systems, digital twins, and research efforts to create World Models.

October 29, 2025

by Frederic Jacquet

CORE

· 2,154 Views · 1 Like

A Developer's Practical Guide to Support Vector Machines (SVM) in Python

Learn how to build, tune, and evaluate high-performance SVM models in Python using Scikit-learn with best practices for scaling, pipelines, and ROC-AUC.

October 29, 2025

by Soumya Banerjee

· 2,666 Views · 2 Likes

Debugging a Spark Driver Out of Memory (OOM) Issue With Large JSON Data Processing

This article draws on real-world debugging experience and aims to provide insights into Spark's memory management challenges.

October 29, 2025

by Raju Ansari

· 2,475 Views · 2 Likes

HSTS Beyond the Basics: Securing AI Infrastructure and Modern Attack Vectors

HTTP Strict Transport Security (HSTS) is a web security policy mechanism that helps protect websites against protocol downgrade attacks and cookie hijacking.

October 29, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,238 Views · 4 Likes

Building Cloud Ecosystems With Autonomous AI Agents: The Future of Scalable Data Solutions

Autonomous AI agents transform cloud ecosystems by automating data workflows, enhancing scalability, governance, and real-time analytics for resilient operations.

October 28, 2025

by Aravind Nuthalapati

CORE

· 10,575 Views · 1 Like

Unlocking Scalable Data Lakes: Building With Apache Iceberg, AWS Glue, and S3

Apache Iceberg + AWS Glue + S3 bring ACID, schema evolution, and time travel to data lakes—fixing schema drift, small files, and cost sprawl at enterprise scale.

October 28, 2025

by Vivek Venkatesan

· 3,892 Views · 1 Like

Production-Ready Multi-Agent Systems: From Theory to Enterprise Deployment

Learn in this article why single AI agents fail and how multi-agent systems used by Uber, LinkedIn, and Klarna achieve 3x faster performance and 40% lower costs.

October 28, 2025

by Praveen Chinnusamy

· 24,359 Views · 2 Likes

Amazon Bedrock Guardrails for GenAI Applications

Guardrails let you create responsible AI policies for generative AI apps. Set limites on topics and content, filter to block or mask unwanted outputs, then apply, test, and version guardrails across models for safety and consistency.

October 28, 2025

by Prabhakar Mishra

· 2,526 Views

Data Migration in Software Modernization: Balancing Automation and Developers’ Expertise

Learn how to balance automation tools and developer logic to ensure clean transitions, reduce time to market, and build scalable software foundations.

October 28, 2025

by Sergey Laptick

· 1,370 Views

Understand and Optimize AWS Aurora Global Database

The default settings in AWS Aurora Global may not work for everyone. This article explains various settings and their implications in availability and consistency.

October 28, 2025

by Subhash Kovela

· 1,844 Views · 1 Like

Unpacking MCP Security: What You Need to Know

MCP supercharges AI agents by bridging LLMs and real-world tools, but may open the door to security gaps. A quick look at security challenges and how to resolve them.

October 28, 2025

by Rushil Shah

· 1,732 Views

Writing (Slightly) Cleaner Code With Collections and Optionals

See how utility methods provided by Kilo's Collections and Optionals classes can help you write more readable and maintainable Java code.

October 27, 2025

by Greg Brown

· 2,776 Views · 1 Like

Set Up Spring Data Elasticsearch With Basic Authentication

Guide to configure SSL communication with Elasticsearch via Spring Data Elasticsearch. Additionally, the communication is secured with BASIC authentication.

October 27, 2025

by Arnošt Havelka

CORE

· 2,185 Views

Using Schema Registry to Manage Real-Time Data Streams in AI Pipelines

Learn how schema registries ensure data consistency, integrity, and scalability in real-time AI pipelines using Apache Kafka and modern streaming tools.

October 27, 2025

by Gautam Goswami

CORE

· 2,492 Views · 3 Likes