Data Engineering Resources

Agentic AI vs Traditional AI Agents: What Makes Them Autonomous?

Agentic AI represents a transformative leap beyond traditional AI by demonstrating autonomy, proactive goal-setting, adaptive multi-step planning, and persistent memory.

August 8, 2025

by Sairamakrishna BuchiReddy Karri

· 2,004 Views · 2 Likes

State Machines Behind the Scenes of Flight Booking and Payments

Flight bookings rely on state machines to coordinate seat holds, payments, and retries. GCP Workflows make the process reliable and resilient.

August 8, 2025

by Ravi Teja Thutari

CORE

· 2,951 Views · 3 Likes

API Testing With Playwright: A Guide for QA Engineers and Developers

Playwright enables unified API and UI testing with support for all HTTP methods, authentication, retries, and mocks—helping build reliable backend tests fast.

August 8, 2025

by Rama Mallika Kadali

· 2,790 Views · 2 Likes

Boosting Algorithms Demystified: A Deep Dive into XGBoost With Code and Explanation

XGBoost is a fast, regularized, gradient boosting framework delivering top-tier accuracy, efficiency, and interpretability on structured data tasks

August 8, 2025

by Priyam Ganguly

· 2,122 Views · 1 Like

Designing Secure APIs: A Developer’s Guide to Authentication, Rate Limiting, and Data Validation

Secure APIs with strong authentication, rate limiting, input validation, and versioning to prevent attacks, manage traffic, and ensure long-term stability.

August 8, 2025

by Surendra Pandey

· 1,927 Views · 3 Likes

Databricks DBRX vs OpenAI GPT-4o vs Claude 3: Which LLM Is Best for Enterprise Use Cases?

Compare DBRX, GPT-4o, and Claude 3 in enterprise AI. Choose between open-source control, multimodal capability, or context-aware ethical alignment.

August 8, 2025

by Sairamakrishna BuchiReddy Karri

· 2,177 Views · 1 Like

Exploring C++23: Multidimensional Subscript Operator

C++23's multidimensional subscript operator simplifies array access, improving code readability and generic programming.

August 7, 2025

by Vishal Jain

· 2,038 Views · 1 Like

JWT Policy Enforcement, Rate Limiting, IP White Listing: Using Mulesoft, API Security, Cloudhub 2.0

Learn how to enforce JWT policies in API Manager with a RAML project. Secure endpoints using Auth0, plus apply IP whitelisting and rate limiting in Anypoint.

August 7, 2025

by ARINDAM GOSWAMI

· 2,275 Views

Boost Your Coding Agent and Understand Its Reasoning with 3 Simple Prompts

Use the custom prompts from this article and the linked repository to have the agent (1) plan, (2) implement, and (3) review any code for better results.

August 7, 2025

by Mező István

· 1,573 Views · 3 Likes

Impact of Artificial Intelligence on Network Routers and Switches

AI is transforming network routers and switches by driving intelligent automation, boosting performance and security, while streamlining operational complexity.

August 7, 2025

by Nikhil Kapoor

· 2,109 Views · 4 Likes

Availability to Accountability: Running AI Workloads Responsibly in the Cloud

In this article, learn the core challenges of running AI in the cloud — availability, reliability, observability, and responsibility — and how to overcome them.

August 7, 2025

by Sam Prakash Bheri

· 2,116 Views

What the AI Coding Experience Senior Software Engineers Want

Explore existing problems with AI-assisted coding. AI tools need to give developers more structure, more control, and more ways to test and trust what gets built.

August 7, 2025

by Bobur Umurzokov

· 2,223 Views · 8 Likes

Introduction to Data-Driven Testing With JUnit 5: A Guide to Efficient and Scalable Testing

Use JUnit 5’s @ParameterizedTest with @EnumSource and @MethodSource to run tests with multiple data inputs, improve test coverage, and efficiency for robust applications.

August 7, 2025

by Otavio Santana

CORE

· 3,292 Views · 6 Likes

Understanding Agentic AI: From Simple Chatbots to Autonomous Decision-Making Systems

The term "agentic AI" has become increasingly popular in tech circles, but what does it actually mean? Learn what makes agentic AI different from RAG.

August 7, 2025

by Swati Tyagi

· 2,178 Views · 2 Likes

Cloud Sprawl Is a Given; Cloud Complexity Doesn’t Have to Be

Cloud sprawl is inevitable — but complexity isn’t. IaC alone isn’t enough. Real control comes from visibility, automation, and enforcing every change through code.

August 6, 2025

by Aharon Twizer

· 2,361 Views · 1 Like

jBPM as AI Orchestration Platform

Zero "agentic AI". Zero "cloud native". Zero other hype. Just an approach to achieving an efficient AI-centric automation using 100% free open-source components.

August 6, 2025

by Sergey Lukyanchikov

· 1,980 Views · 3 Likes

Building Scalable, Resilient Workflows With State Machines on GCP

Learn how to build scalable, resilient backend workflows on Google Cloud using state machines, Workflows, Eventarc, and more with real-world use cases.

August 6, 2025

by Ravi Teja Thutari

CORE

· 4,085 Views · 2 Likes

Model Context Protocol (MCP): A Comprehensive Guide to Architecture, Uses, and Implementation

This article explores MCP’s architecture, technical features, real-world use cases, and how it improves on traditional AI function-calling methods.

August 6, 2025

by Nilesh Bhandarwar

· 8,084 Views · 4 Likes

Build Your Own Customized ChatGPT Using OpenAI

Learn to build a no-code AI bot to generate test cases from user stories using ChatGPT. Customize tone, behavior, and export structured test scripts easily.

August 6, 2025

by Gaurav Sharma

· 2,603 Views · 3 Likes

Integration Testing for Go Apps Using Testcontainers and Containerized Databases

Learn how to use Testcontainers with Go and the Cosmos DB emulator for fast, isolated integration testing — no complex test environments needed.

August 6, 2025

by Abhishek Gupta

CORE

· 2,659 Views · 2 Likes

The Latest Data Engineering Topics