Data Resources

The LLM Selection War Story: Part 4 - Your Production Failure Testing Suite

Which LLM is safe for production? This testing suite measures real failure rates across medical, financial, and code review applications. Complete code included.

April 29, 2026

by Dinesh Elumalai

CORE

· 2,656 Views · 1 Like

Beyond Big Data: Designing Agentic Data Pipelines for AI Workloads

Learn how agentic data pipelines go beyond big data to power modern AI workloads with autonomous decision-making, real-time adaptability, and intelligent data.

April 29, 2026

by Liza Kosh

· 3,266 Views · 1 Like

Exploring Databricks Genie: Conversational Analytics with Unity Catalog

We explore how users can now ask questions to understands business insights than writing queries and analyzing the business patterns.

April 29, 2026

by Junaith Haja

· 2,185 Views · 1 Like

Modernizing Cloud Data Automation for Faster Insights

Transform cloud data operations with automated ingestion, scalable ELT processing, and Zero-ETL simplicity for rapid insights.

April 29, 2026

by Sandeep Batchu

· 2,516 Views · 1 Like

The Bill You Didn't See Coming

Egress — not compute — drives surprise cloud costs. Fix it by designing for data locality, using compression/caching wisely, and actively monitoring data flows.

April 28, 2026

by David Iyanu Jonathan

· 3,634 Views · 2 Likes

Beyond Caching: Content Delivery Networks

How CDNs boost speed, security, and scalability. A guide for software engineers, professionals, and architects exploring modern web delivery.

April 27, 2026

by Ammar Husain

CORE

· 2,454 Views · 1 Like

Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service

Build enterprise-ready AI agents using Azure AI Foundry Agent Service with integrated tools, state management, and robust security.

April 27, 2026

by Jubin Soni, FBCS

CORE

· 2,409 Views · 1 Like

Advanced Middleware Architecture For Secure, Auditable, and Reliable Data Exchange Across Systems

A secure, high-performance middleware using JWT, async messaging, and cryptographic auditing enables reliable, scalable, and fully traceable data exchange across systems.

April 23, 2026

by Abhijit Roy

· 3,035 Views

The Bandwidth Tax Nobody Warned You About

Bandwidth — not compute — drives cloud costs. Optimize data movement, compression, and locality, or risk massive bills from hidden data transfer inefficiencies.

April 23, 2026

by David Iyanu Jonathan

· 2,227 Views

Reconciling Privacy Preferences Across Two Datastores With Snowflake and Airflow

This article explains how to turn privacy preference mismatches into a real compliance control using clear matching rules, safe fixes, and full auditability.

April 22, 2026

by Meihui Chen

· 2,501 Views

Stop Adding Indexes: What's Actually Slowing Your SQL Server Queries When SSIS Loads Data

The default response to a slow query is "add an index." Sometimes that's correct. More often, the index isn't the problem.

April 22, 2026

by Abhilash Rao Mesala

· 2,654 Views

Clean Code: Structs, Methods, and Composition Over Inheritance, Part 2

After 6 years of Go, always use painter receivers with mutexes, prefer composition over inheritance, and stop writing Java-style getters for everything.

April 22, 2026

by Vladimir Yakovlev

· 2,546 Views · 1 Like

Building Cost-Aware Product Roadmaps Using Real-Time Data from Distributed Logistics Systems

Dynamic, cost-aware product roadmaps use real-time logistics data, predictive analytics, and alerts to optimize profitability and adapt quickly.

April 21, 2026

by Srikrishna Jayaram

· 2,291 Views

Data Processing for Real Estate: Enabling Smart Analysis and Decision-Making

Transform raw property data into strategic assets using advanced processing, real-time analytics, and automated governance.

April 21, 2026

by Peter Leo

· 2,308 Views

Share live Delta tables with external partners securely and at scale — no data copies needed — fully governed and audited via Unity Catalog.

April 21, 2026

by Seshendranath Balla Venkata

· 2,735 Views · 1 Like

Architecting AI-Native Cloud Platforms: Signals to Insights to Actions

AI-native platforms embed intelligence into cloud infrastructure, allowing systems to sense events, generate insights with AI, and trigger automated actions in real time.

April 21, 2026

by Harvendra Singh

· 2,641 Views

Quality Assurance in AI-Driven Business Evolution

QA is evolving for AI-driven business, focusing on data quality, model validation, and risk management to ensure reliable, trustworthy, well-governed systems.

April 20, 2026

by Parimal Kumar

· 4,209 Views

Cybersecurity with a Digital Twin: Why Real-Time Data Streaming Matters

Digital Twin for Cybersecurity with Data Streaming using Kafka, Flink and Sigma enables real-time visibility to detect and respond to threats.

April 20, 2026

by Kai Wähner

CORE

· 2,966 Views

Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them

Use Apache Iceberg to store embeddings as versioned datasets and treat the vector database as a derived retrieval index.

April 20, 2026

by Vivek Venkatesan

· 2,866 Views

Swift: The Complete Guide to Error Handling in the Network Layer

This is a tutorial on how to develop an Error Handle Service for a network layout, handle errors from the server, and output a readable error message.

April 20, 2026

by Pavel Andreev

· 2,794 Views

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