Data Engineering Resources

AI-Driven Test Automation Techniques for Multimodal Systems

Learn how AI-powered test automation improves reliability and efficiency in multimodal AI systems by addressing complex testing challenges effectively.

May 19, 2025

by Gaurav Sharma

· 3,785 Views · 5 Likes

The Smart Way to Talk to Your Database: Why Hybrid API + NL2SQL Wins

Plain-English questions against a live MySQL database in DBConvert Streams — and the five-table joins text-to-SQL wrote to answer them.

May 19, 2025

by Dmitry Narizhnykh

CORE

· 7,584 Views · 3 Likes

Integrating Model Context Protocol (MCP) With Microsoft Copilot Studio AI Agents

Model Context Protocol (MCP) integrates seamlessly with Copilot Studio, enabling AI agents to access real-time data and interoperate.

May 19, 2025

by Aravind Nuthalapati

CORE

· 24,635 Views · 1 Like

Endpoint Security Controls: Designing a Secure Endpoint Architecture, Part 2

This outlines a layered approach to endpoint security, covering Zero Trust, Secure by Default, device approval, hardening, patching, malware protection, and encryption.

May 16, 2025

by Akanksha Pathak

CORE

· 5,328 Views · 1 Like

Unit Testing Large Codebases: Principles, Practices, and C++ Examples

This guide shares best practices for writing scalable unit tests in large C++ codebases, covering dependency injection, Google Test, and Google Mock.

May 16, 2025

by Smarth Behl

· 5,418 Views · 2 Likes

The Full-Stack Developer's Blind Spot: Why Data Cleansing Shouldn't Be an Afterthought

Full-stack developers often focus on clean code but neglect clean data, leading to performance issues, security vulnerabilities, and frustrated users.

May 16, 2025

by Farah Kim

· 3,910 Views · 2 Likes

Data Quality: A Novel Perspective for 2025

New testing techniques, smarter anomaly detection, and multi-cloud strategies are improving data reliability. Advanced tools are revolutionizing data quality management.

May 16, 2025

by Srinivas M

· 3,824 Views · 1 Like

Building Resilient Networks: Limiting the Risk and Scope of Cyber Attacks

Network Segmentation is a strategy to limit attack surface and improve network performance, security, monitoring, and response.

May 16, 2025

by Dileep Jain

· 3,117 Views

How Can Developers Drive Innovation by Combining IoT and AI?

Discover how developers can drive innovation by combining IoT and AI to create transformative solutions and unlock new opportunities across industries.

May 16, 2025

by Harris Anderson

· 4,241 Views · 2 Likes

AI-Driven Root Cause Analysis in SRE: Enhancing Incident Resolution

This article examines how AI is transforming root cause analysis (RCA) in Site Reliability Engineering by automating incident resolution and improving system reliability.

May 16, 2025

by Nikhil Kapoor

· 4,946 Views · 5 Likes

AWS to Azure Migration: A Cloudy Journey of Challenges and Triumphs

Migrating from AWS to Azure isn’t a simple swap — it needs planning, testing, and adaptation, from cost benefits to Microsoft integration.

May 15, 2025

by Abhi Sangani

· 5,582 Views

Integrating Google BigQuery With Amazon SageMaker

This guide explains how to connect Google BigQuery to Amazon SageMaker Studio using Data Wrangler for real-time machine learning.

May 15, 2025

by Shamnad Mohamed Shaffi

· 5,555 Views · 1 Like

Detection and Mitigation of Lateral Movement in Cloud Networks

Learn how hackers bypass lateral movement detection, their advanced techniques, and practical strategies like microsegmentation and AI to secure your network.

May 15, 2025

by Tanvir Kaur

· 6,803 Views · 1 Like

Optimizing Integration Workflows With Spark Structured Streaming and Cloud Services

Learn how Spark Structured Streaming and cloud services optimize real-time data integration with scalable, fault-tolerant workflows for modern applications.

May 15, 2025

by Bharath Muddarla

· 7,880 Views · 3 Likes

Designing a Java Connector for Software Integrations

A Java connector unites different systems by allowing them to send information effectively while making crucial data freely available through interoperable interfaces.

May 15, 2025

by Anant Wairagade

· 7,578 Views · 1 Like

Vibe Coding With GitHub Copilot: Optimizing API Performance in Fintech Microservices

Can GitHub Copilot optimize fintech APIs? We test its performance, help, vibe coding flow, real-world impact, and limits.

May 15, 2025

by Sibasis Padhi

· 8,383 Views · 8 Likes

Customer 360: Fraud Detection in Fintech With PySpark and ML

A big data ML solution using PySpark to link bank accounts and transactions for a unified customer view (Customer 360), while detecting fraud implicitly.

May 15, 2025

by Ram Ghadiyaram

CORE

· 4,922 Views · 7 Likes

Mastering Advanced Aggregations in Spark SQL

OLAP (Online Analytical Processing) aggregation techniques in Spark SQL are used for complex, multi-level data analysis over large datasets.

May 15, 2025

by Ram Ghadiyaram

CORE

· 5,566 Views · 8 Likes

Cosmos DB Disaster Recovery: Multi-Region Write Pitfalls and How to Evade Them

Learn how multi-region writes ad managed in Cosmos DB, key considerations to steer clear or, and best practices to architect a resilient system.

May 14, 2025

by Yash Gautam

· 5,214 Views · 3 Likes

Developers Beware: Slopsquatting and Vibe Coding Can Increase Risk of AI-Powered Attacks

Slopsquatting and vibe coding are fueling a new wave of AI-driven cyberattacks, exposing developers to hidden risks through fake, hallucinated packages.

May 14, 2025

by Aminu Abdullahi

· 4,795 Views · 2 Likes

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