Building an AI Support Workflow with a Remote MCP Server: A Production Case Study

A real-world case study of an AI support workflow that classifies inbound email, retrieves prior sent-mail precedents through a remote MCP server, and hands human-reviewed drafts to staff in Gmail.

Shopify Metafields: What It Is & How To Use It

Shopify Metafields offer a convenient way to customize a Shopify store without code. Learn what it is & how to add it to your online store.

Architecting Custom Order Pages in Shopify Using Customer Account UI Extensions

What Is a Website Manifest and Why Do You Need it?

Learn what a website manifest is, how it powers Progressive Web Apps, and why it's essential for creating app-like experiences on mobile devices. Includes implementation tips.

We Replaced Shopify Search With AI — Here’s What Actually Happened

How we built a custom MCP + OpenSearch product discovery system—and what real customers are already doing with it.

Making “Available to Try” Accurate for Product Kits

For kits on Shopify + STORIS, “Available to try” should only light up when every component has stock at that store—and fail closed when inventory data is missing.

Shopify Update — Online Store 2.0: What It Means for Shopify Owners

For this article, we provide an overview of the new Shopify update they call Online Store 2.0. The update touches on three major categories. Learn what they mean for your store, now and for the future.

Drupal 8, Grounded in Symfony

Drupal is a powerful open-source and flexible content management system (that's why we love working with it). But lets face it, it's earlier versions have a few "wrinkles."

How to use a Seeder Service to Pre-Populate Your Database in NestJs

Discover how to use Seeder Service to pre-populate your database inside of NestJS. Follow the steps with clear code and complete it!

Telemedicine: HL7 Integration with CGM LabDAQ

This article breaks down an example of how telemedicine positively affects preventative healthcare showing an example of an HL7 Integration with CGM LabDAQ software.

How I Used AI and Python to Validate STORIS and Inntopia Data for Planning, Mapping, and Pattern Finding

I do not dump whole exports into a chatbot. I use an LLM to help write tight Python that answers one question at a time, prove it on a small sample, then run it locally larger data sets. That keeps work repeatable, cuts token cost, and keeps sensitive fields off hosted tools while I plan integrations and product mapping.

Symfony CMF vs WordPress CMS

WordPress is well-known the world over for its relative ease-of-use and plug-and-go capabilities. Businesses of all shapes and sizes use this content management system for all sorts of websites, from content sites to lead generation to e-commerce or even social networks.