Data Engineering Resources

Scaling Azure Microservices for Holiday Peak Traffic Using Automated CI/CD Pipelines and Cost Optimization

Automate Azure microservice scaling with CI/CD, AKS, and IaC for cost-effective, error-free holiday peak traffic handling.

May 30, 2025

by Prabhu Chinnasamy

· 5,896 Views · 52 Likes

Agentic AI Systems: Smarter Automation With LangChain and LangGraph

Learn how to build an autonomous AI agent using LangChain and LangGraph to perform intelligent, multi-step tasks like web search, DuckDuckGo, and summarization.

May 30, 2025

by Anand Singh

· 4,479 Views · 2 Likes

Web Crawling for RAG With Crawl4AI

Automate web crawling and data extraction to natural language processing with Crawl4AI for RAG applications in your enterprise.

May 30, 2025

by Shamim Bhuiyan

· 4,334 Views · 2 Likes

Yet Another GenAI Nightmare: Seven Shadow AI Pitfalls to Avoid

With GenAI, anyone can work directly with AI and type whatever prompt they want into any GenAI tool—including corporate AI tools that can access internal data.

May 30, 2025

by Jason Bloomberg

· 3,138 Views · 1 Like

Resolving Parameter Sensitivity With Parameter Sensitive Plan Optimization in SQL Server 2022

Learn how SQL Server 2022's Parameter Sensitive Plan Optimization (PSP) solves parameter sniffing by caching multiple execution plans for parameterized queries.

May 30, 2025

by arvind toorpu

CORE

· 4,050 Views · 3 Likes

Source-Driven Development in Salesforce: Managing Metadata and API Versions

Source-Driven Development streamlines Salesforce deployments with version control and consistent API management, boosting stability and scalability.

May 30, 2025

by Ilya Dudkin

CORE

· 4,164 Views · 1 Like

Designing Fault-Tolerant Messaging Workflows Using State Machine Architecture

State machine patterns, such as Stateful Workflows, Sagas, and Replicated State Machines, improve message reliability, sync consistency, and recovery.

May 30, 2025

by Pankaj Taneja

· 4,660 Views · 3 Likes

Apache Spark 4.0: Transforming Big Data Analytics to the Next Level

Apache Spark 4.0 brings PySpark plotting, polymorphic UDTFs, improved SQL scripting, and Python API updates to enhance real-time analytics and usability.

May 30, 2025

by Ram Ghadiyaram

CORE

· 6,048 Views · 6 Likes

Bridging UI, DevOps, and AI: A Full-Stack Engineer’s Approach to Resilient Systems

Build resilient full-stack systems with Angular, Node.js, DevOps, and AI — featuring CI/CD, microservices, error handling, and future-ready UI with edge AI.

May 29, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,296 Views · 4 Likes

ACID vs BASE: Transaction Models Explained

When it comes to handling transactions, its ACID vs BASE principles. I will cover their description, use cases, and in-depth comparison.

May 29, 2025

by Bartłomiej Żyliński

CORE

· 2,968 Views

Hyperparameter Tuning: An Overview and a Real-World Example

Hyperparameter tuning is critical to optimizing machine learning models, significantly enhancing their performance. This article provides an accessible guide to tuning.

May 29, 2025

by Shailendra Prajapati

· 2,641 Views

Introducing Graph Concepts in Java With Eclipse JNoSQL, Part 2: Understanding Neo4j

Learn how to integrate Neo4j into Java apps using Eclipse JNoSQL 1.1.8 — model entities, define relationships, and query graphs with Cypher and Jakarta Data.

May 28, 2025

by Otavio Santana

CORE

· 5,111 Views · 1 Like

Is Big Data Dying?

Explore the evolution of big data, from Hadoop to cloud-native platforms like Snowflake, and learn how specialized skills shape this thriving industry's future.

May 28, 2025

by bingxi Wu

· 3,927 Views · 1 Like

Comparing Managed Postgres Options on The Azure Marketplace

Azure offers several managed Postgres services designed for a variety of use cases. In this article, we review the key differences among them.

May 28, 2025

by Carlota Soto

· 4,826 Views · 2 Likes

How to Use AWS Aurora Database for a Retail Point of Sale (POS) Transaction System

Using Aurora, AWS's managed, highly scalable relational database, for a POS transaction system ensures efficient scaling to handle high transaction volumes.

May 28, 2025

by Spurthi Jambula

· 4,721 Views · 2 Likes

AI Agents: A New Era for Integration Professionals

Are AI agents just an integration flow with a few extra tricks? Learn what AI agents are and how and where they add value in the current AI landscape.

May 28, 2025

by Gnanaguru Sattanathan

· 3,860 Views · 2 Likes

ITBench, Part 1: Next-Gen Benchmarking for IT Automation Evaluation

Learn more about ITBench, an open framework to benchmark AI agents for IT automation, focusing on reliability, efficiency, and real-world IT scenarios.

May 28, 2025

by Anca Sailer

· 4,180 Views · 1 Like

Memory-Optimized Tables: Implementation Strategies for SQL Server

Through practical implementation guidance and real-world examples, learn how this in-memory technology can deliver 5- 30x performance improvements for OLTP workloads.

May 28, 2025

by arvind toorpu

CORE

· 4,941 Views · 4 Likes

Beyond Accuracy: A Product-Led Case for State Space Models Over Transformers

Transformers dominate AI but struggle with long texts. State Space Models (SSMs) are faster and more efficient for production.

May 28, 2025

by Albert Lie

· 1,740 Views

How to Introduce a New API Quickly Using Micronaut

Knowing when to pivot can be vital to staying ahead of the competition. See how Cursor AI and Heroku can be leveraged to transform an idea into a reality.

May 28, 2025

by John Vester

CORE

· 14,301 Views · 2 Likes

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