Data Engineering Resources

Turn SQL into Conversation: Natural Language Database Queries With MCP

Exemplifies how a dedicated MCP server that is able to access databases can enable LLMs to inspect them and offer their users useful pieces of information.

July 14, 2025

by Horatiu Dan

CORE

· 3,544 Views · 8 Likes

Building Resilient Go Apps: Mocking and Testing Database Error Responses

Learn to simulate Azure Cosmos DB errors in Go to test retry logic and error handling using custom transports and policies — no real service failures needed.

July 14, 2025

by Abhishek Gupta

CORE

· 2,409 Views · 3 Likes

Understanding Time Series Databases

Time series databases (TSDBs) are specialized database systems optimized for storing, retrieving, and analyzing chronological data.

July 14, 2025

by Nikhil Makhija

· 3,200 Views · 3 Likes

Vibe Coding: Conversational Software Development — Part 2: In Practice

AI is transforming software development in Part 2 of my 'Vibe Coding' series. Explore conversational coding, code generation in practice, and developer productivity.

July 14, 2025

by Gaurav Gaur

CORE

· 2,920 Views · 4 Likes

The 7 Biggest Cloud Misconfigurations That Hackers Love (and How to Fix Them)

Everyone's an admin until they shouldn't be. Ninety-nine percent of cloud identities have excessive permissions, making lateral movement trivial for attackers.

July 14, 2025

by David Iyanu Jonathan

· 3,646 Views · 5 Likes

Cloud Hardware Diagnostics for AI Workloads

AI workloads need reliable hardware. Cloud providers are developing intelligent diagnostics to predict, detect, and resolve GPU and server failures efficiently.

July 14, 2025

by Sam Prakash Bheri

· 2,517 Views

AI-Powered Ransomware and Malware Detection in Cloud Environments

AI is reshaping malware and ransomware detection in cloud environments. It reviews core detection models, highlights technical challenges, and discusses future directions

July 14, 2025

by Eugene Aryeetey

· 1,981 Views

My Dive into Local LLMs, Part 2: Taming Personal Finance with Homegrown AI (and Why Privacy Matters)

Turn your local LLM (Llama 3 + Ollama on Ubuntu) into a private finance analyzer that categorizes spending and generates insights—no cloud, full privacy.

July 14, 2025

by Praveen Chinnusamy

· 17,198 Views · 5 Likes

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt hampers growth and innovation. Smart AI integration in SaaS helps reduce it by improving code quality, scalability, and proactive maintenance.

July 11, 2025

by Karan Rawal

· 3,421 Views

MongoDB Change Streams and Go

Change streams allow you to subscribe to real-time updates in your MongoDB collections and databases. Learn how to work with change streams and Go.

July 11, 2025

by Ado Kukic

· 2,737 Views · 1 Like

Beyond the Glass Slab: How AI Voice Assistants are Morphing Into Our Real-Life JARVIS

Jarvis-like AI agents are becoming real. As someone building them at Alexa, I see Agentic AI handling tasks, making decisions, and more, reshaping how we live and work.

July 11, 2025

by Praveen Chinnusamy

· 10,840 Views · 3 Likes

When MySQL, PostgreSQL, and Oracle Argue: Doris JDBC Catalog Acts as the Peacemaker

What is this magical Doris JDBC Catalog? It's like a universal key in the data world, opening the doors to multiple databases with one key.

July 11, 2025

by Zen Hua

· 2,660 Views · 1 Like

Scaling Multi-Tenant Go Apps: Choosing the Right Database Partitioning Approach

Multi-tenant applications face a fundamental challenge: how to efficiently store and query data for tenants of vastly different sizes?

July 11, 2025

by Abhishek Gupta

CORE

· 1,638 Views · 2 Likes

Indexed Views in SQL Server: A Production DBA's Complete Guide

Learn indexed views in SQL Server from a seasoned DBA's perspective with practical examples, performance testing, and best practices for database optimization.

July 11, 2025

by arvind toorpu

CORE

· 4,721 Views · 4 Likes

Testing the MongoDB MCP Server Using SingleStore Kai

In this article, learn how to set up and test the MongoDB MCP Server with SingleStore Kai using MCPHost, notebooks, and real-time queries powered by Ollama LLM.

July 11, 2025

by Akmal Chaudhri

CORE

· 1,536 Views · 1 Like

Modernize Your IAM Into Identity Fabric Powered by Connectors

In an era where most enterprises are moving their workloads to cloud, and AI-driven environments, modernizing IAM isn’t just a buzzword, but an absolute necessity.

July 10, 2025

by Anant Wairagade

· 2,103 Views

Contract-Driven ML: The Missing Link to Trustworthy Machine Learning

Model accuracy means nothing if data breaks in production. Learn how data contracts ensure reliability, prevent silent failures, and protect ML performance.

July 10, 2025

by Sana Zia Hassan

· 2,325 Views · 1 Like

Decoding the Secret Language of LLM Tokenizers

This guide shows how tokenization affects cost and speed, and how to cut your bill with caching, fine-tuning, RAG, and smart prompt design.

July 10, 2025

by Komninos Chatzipapas

· 3,080 Views · 1 Like

Master AI Development: The Ultimate Guide to LangChain, LangGraph, LangFlow, and LangSmith

Master AI development with LangChain tools. Build, prototype and monitor LLM apps using LangChain, LangGraph, LangFlow and LangSmith diagrams included.

July 10, 2025

by Ram Ghadiyaram

CORE

· 8,453 Views · 5 Likes

When Caches Collide: Solving Race Conditions in Fare Updates

Race conditions in fare caches can cause stale prices. Learn how to detect, debug, and prevent them in high-traffic systems.

July 10, 2025

by Ravi Teja Thutari

CORE

· 3,125 Views · 2 Likes

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