Data Engineering Resources

AI Agent Architectures: Patterns, Applications, and Implementation Guide

AI agent architectures provide structural blueprints for designing intelligent systems that perceive environments, process information, and execute actions.

June 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 6,817 Views · 7 Likes

When Incentives Sabotage Product Strategy

Learn in this article how to tackle incentives sabotaging product strategy with strategic rejection techniques that align goals, improve focus, and build trust.

June 13, 2025

by Stefan Wolpers

CORE

· 1,780 Views · 5 Likes

RAG vs. CAG: A Deep Dive into Context-Aware AI Generation Techniques

RAG retrieves external knowledge to ground AI responses, while CAG uses internal context for personalization—combine both for smarter, context-aware systems.

June 13, 2025

by Rambabu Bandam

· 4,166 Views · 2 Likes

Exploring the IBM App Connect Enterprise SELECT, ROW and THE Functions in ESQL

This article is all about the different ways you can use SELECT in IBM App Connect Enterprise: returning arrays, rows, or just that one perfect value.

June 13, 2025

by Matthias Blomme

· 1,561 Views

Modernizing Financial Systems: The Critical Role of Cloud-Based Microservices Optimization

Cloud-based microservices enhance fintech by cutting costs by 30%, accelerating recovery by 40%, and boosting uptime to 99%.

June 13, 2025

by Sibasis Padhi

· 2,439 Views · 2 Likes

KubeVirt: Can VM Management With Kubernetes Work?

KubeVirt, while promising for organizations exploring virtualization, several caveats remain for the support of at-scale virtual machine workloads

June 12, 2025

by Chris Ward

CORE

· 3,352 Views · 1 Like

HTAP Using a Star Query on MongoDB Atlas Search Index

The MongoDB document model for OLTP mirrors business objects and resembles a star schema. With Atlas Search indexes, it enables HTAP without a separate analytical DB.

June 12, 2025

by Franck Pachot

· 1,626 Views · 2 Likes

The Missing Infrastructure Layer: Why AI's Next Evolution Requires Distributed Systems Thinking

Let's explore how investing in proven AI infrastructure yields a competitive advantage over those who continue trying to solve infrastructure problems at the app layer.

June 12, 2025

by John Vester

CORE

· 2,321 Views · 3 Likes

Engineering Resilience Through Data: A Comprehensive Approach to Change Failure Rate Monitoring

CFR measures how often changes break production. This article shows how to track it accurately using event data, confidence scoring, and real-time dashboards.

June 12, 2025

by Saumen Biswas

· 2,740 Views · 3 Likes

Designing Scalable Multi-Agent AI Systems: Leveraging Domain-Driven Design and Event Storming

Use Domain-Driven Design and Event Storming to define agent roles, boundaries, and scalable architectures for complex Multi-Agent AI Systems aligned with business needs.

June 12, 2025

by Kaustav Dey

· 4,433 Views · 3 Likes

Automating Sentiment Analysis Using Snowflake Cortex

Learn how to use Snowflake Cortex to classify customer sentiment and categorize feedback by theme—then automate it weekly using nothing but SQL. No ML training required.

June 12, 2025

by Rajanikantarao Vellaturi

· 2,268 Views · 2 Likes

AI-Native Platforms: The Unstoppable Alliance of GenAI and Platform Engineering

The future of software development involves an AI-powered DevEx. This marks the end of static platforms and the dawn of an intelligent era.

June 11, 2025

by Graziano Casto

CORE

· 2,974 Views · 2 Likes

From ETL to ELT to Real-Time: Modern Data Engineering with Databricks Lakehouse

The data engineering landscape has evolved from traditional ETL and ELT processes towards real-time processing, driven by the demand.

June 11, 2025

by Srinivasarao Rayankula

· 2,924 Views · 5 Likes

Converting List to String in Terraform

Use join(), format(), and jsonencode() in Terraform to name resources, format scripts/logs, and ensure clarity in dynamic configurations.

June 11, 2025

by Mariusz Michalowski

· 3,260 Views · 1 Like

Building Generative AI Services: An Introductory and Practical Guide

Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.

June 11, 2025

by Srinivas Chippagiri

CORE

· 18,426 Views · 13 Likes

Traditional hashes miss unknown malware. Similarity digests like TLSH, ssdeep, and sdhash improve detection by comparing file similarities. This article benchmarks them.

June 11, 2025

by Udbhav Prasad

· 2,347 Views

Software Specs 2.0: An Elaborate Example

Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation

June 11, 2025

by Stelios Manioudakis

CORE

· 7,391 Views · 4 Likes

Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)

Learn in this article how BDD, AI-powered Cursor, and Playwright MCP simplify test automation, enabling faster, smarter, and more collaborative workflows.

June 11, 2025

by Kailash Pathak

CORE

· 3,545 Views

Cognitive Architecture: How LLMs Are Changing the Way We Build Software

LLMs are transforming software design by enabling cognitive, agent-driven systems that reason and act, moving beyond traditional, rigid architectures.

June 11, 2025

by Graziano Casto

CORE

· 2,588 Views · 2 Likes

Understanding the Mandelbrot Set: A Beautiful Benchmark for Computing Power

Explore how the Mandelbrot set, a complex fractal generated by simple math, serves as a benchmark for testing computing power memory and parallel processing.

June 10, 2025

by Vivek Vellaiyappan Surulimuthu

· 1,715 Views · 2 Likes

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