Data Engineering Resources

What’s Wrong With Data Validation — and How It Relates to the Liskov Substitution Principle

Most systems assume data is valid, causing redundant or missing checks. This article suggests modeling validated data as a separate type.

August 18, 2025

by Mykola Haliullin

· 2,054 Views · 3 Likes

Prompt-Based ETL: Automating SQL Generation for Data Movement With LLMs

Prompt-based ETL uses LLMs to convert plain English into validated, schema-aware SQL, automating data transformation and enabling self-serve analytics.

August 18, 2025

by Saisuman Singamsetty

· 6,803 Views · 4 Likes

Real-Time Analytics Using Zero-ETL for MySQL

Learn how to set up a zero-ETL integration from Amazon RDS for MySQL to Amazon Redshift using AWS CLI for real-time analytics without complex pipelines.

August 18, 2025

by Harpreet Kaur Chawla

· 1,872 Views · 2 Likes

Logging MCP Protocol When Using stdio, Part II

Learn different ways to log the MCP JSON protocol over stdio, with an intro to MCP and a deep dive into its key components and their nuances.

August 18, 2025

by Raghuraman Ramaswamy

CORE

· 3,334 Views · 5 Likes

Building AI Agents With .NET: A Practical Guide

Build autonomous, goal-driven AI agents in .NET using OpenAI’s GPT models. Learn how to integrate perception, reasoning, action, and learning in C#.

August 18, 2025

by Devdas Gupta

· 6,473 Views · 4 Likes

React Server Components in Next.js 15: A Deep Dive

RSC moves logic to the server for faster loads, less JS, and cleaner code. No useEffect, no DOM access. Start small, scale later.

August 18, 2025

by Yusup Izripov

· 3,950 Views · 4 Likes

Architecting Compound AI Systems for Scalable Enterprise Workflows

Learn how to architect modular and secure agentic workflows using compound AI systems for scalable enterprise automation.

August 18, 2025

by Srinivas Sandiri

· 2,247 Views · 2 Likes

My First Practical Agentic App: Using Firebase and Generative AI to Automate Office Tasks

A virtual office assistant that streamlines everyday office duties — drafting emails, summarizing meetings, etc., driven by Generative AI and Firebase.

August 15, 2025

by Lakshmi Narayana Rasalay

· 2,064 Views · 3 Likes

Green DevOps: Building Sustainable Pipelines and Energy-Aware Cloud Deployments

This article explores how teams are measuring energy usage, optimizing pipelines, and deploying eco-conscious applications using modern tools and techniques.

August 15, 2025

by Gideon Ali

· 2,954 Views · 2 Likes

How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)

We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.

August 15, 2025

by Kishore Thota

· 3,410 Views · 3 Likes

How to Build ML Experimentation Platforms You Can Trust?

Trustworthy ML needs more than dashboards — it relies on layered systems with monitoring, testing, and statistical tools to ensure reliable experimentation.

August 15, 2025

by Arun Thomas

· 1,748 Views · 1 Like

Virtualized Containers vs. Bare Metal: The Winner Is…

With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?

August 15, 2025

by Chris Ward

CORE

· 4,930 Views · 7 Likes

Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?

Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.

August 15, 2025

by Satrajit Basu

CORE

· 2,969 Views · 2 Likes

Data Pipeline Architectures: Lessons from Implementing Real-Time Analytics

Real-time pipelines sound great — until you're buried in Kafka ops, broken joins, and silent delays. Here's what actually works, and when simpler tools win.

August 15, 2025

by Chandan Shukla

· 2,410 Views · 2 Likes

How IoT Devices Communicate With Alexa, Google Assistant, and HomeKit — A Developer’s Deep Dive

Discover how voice assistants like Alexa, Google Assistant, and Siri communicate with IoT devices through cloud APIs, secure protocols, and smart home hubs.

August 14, 2025

by Praveen Chinnusamy

· 13,942 Views · 5 Likes

Cloud Data Engineering for Smarter Healthcare Marketing

Cloud data engineering helps healthcare marketers turn vast, unused patient data into real-time, personalized campaigns.

August 14, 2025

by Joydeep Bhattacharya

CORE

· 2,274 Views · 2 Likes

A Comprehensive Comparison of Serverless Databases and Dedicated Database Servers in the Cloud

Serverless databases auto-scale, cut ops overhead, and offer pay-per-use pricing, ideal for cloud apps that prioritize agility over infrastructure.

August 14, 2025

by arvind toorpu

CORE

· 3,972 Views · 3 Likes

The Next Frontier in Cybersecurity: Securing AI Agents Is Now Critical and Most Companies Aren’t Ready

AI agents are rewriting the rules of cybersecurity. Learn why legacy tools fail and what it takes to secure autonomous systems.

August 14, 2025

by Arjun Subedi

· 2,517 Views · 5 Likes

Is Codex the End of Boilerplate Code?

Boilerplate code has always been the background noise of software development. But OpenAI’s Codex is here to handle such tasks with surprising accuracy and speed.

August 14, 2025

by Mateusz Skrzyniarz

· 2,042 Views · 1 Like

No More ETL: How Lakebase Combines OLTP, Analytics in One Platform

Databricks Lakebase is a serverless Postgres database unifying real-time transactions and analytics for modern apps and AI—no ETL or infra hassle.

August 14, 2025

by Junaith Haja

· 3,494 Views · 3 Likes

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