Private AI Data Center: What It Takes Before the First GPU Arrives
A private AI data center is a power and cooling project that happens to end in a model API. One 8-GPU server draws more than the typical ent...
September 30, 2026Read
Software engineering blog
Engineering blog.
Technical articles and tutorials on app building, web app development, website development, Wix Velo, Webflow, Shopify, React, Node.js, AWS cloud architecture, AI integration, and cybersecurity engineering.
Invoice Data Extraction: What the Cloud Vendors Actually Document
Every invoice automation pitch leads with an accuracy percentage. None of the three major document APIs publishes one. Here is what Google,...
September 30, 2026Read
Should Your Product Have an MCP Server? What the Spec Actually Requires
MCP is how ChatGPT, Claude and VS Code reach a product without a bespoke integration for each one. Here is the architecture in the spec’s ow...
September 25, 2026Read
Conversational Commerce: How AI Chat Turns Shopify Visitors Into Buyers
Most store visitors leave with a question unanswered. Conversational commerce closes that gap by answering in the moment, from your live cat...
August 20, 2026Read
AI Agent vs Chatbot: What Is the Difference, and Which One Do You Need?
Chatbots follow scripts. AI agents reason over your live data and take action. A plain-language explanation of the difference, why it change...
July 20, 2026Read
Shopify AI Agent: What It Is, How It Works, and How to Deploy One
A practical guide to AI agents for Shopify stores: how an agent grounded in live catalog and order data differs from a scripted chatbot, wha...
July 20, 2026Read