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Engineering, commerce, design, and delivery — notes from our team.
Building a Marketing System That Improves Itself

Building a Marketing System That Improves Itself

Published 9/21/2026
Gabriel RichardsGabriel Richards

We're building a self-improving marketing system. The hard part was not finding one AI smart enough to run marketing. It was designing an organization of humans, AIs, and software that learn together without losing accountability.

MarketingManagementAI
Building a Marketing System That Improves Itself
What Is GTM Engineering? Connecting Performance Marketing, Automation and Revenue Systems

What Is GTM Engineering? Connecting Performance Marketing, Automation and Revenue Systems

Published 9/19/2026
Gabriel RichardsGabriel Richards
Greg Saint James

GTM Engineering—go-to-market engineering—connects performance marketing, supervised automation, and revenue systems so measurement, landing paths, and CRM handoffs tell one story.

Marketing
What Is GTM Engineering? Connecting Performance Marketing, Automation and Revenue Systems
Green Scans Aren’t Enough: What Expert Accessibility Audits Catch That Tools Miss

Green Scans Aren’t Enough: What Expert Accessibility Audits Catch That Tools Miss

Published 9/18/2026
Gabriel RichardsGabriel Richards

Automated WCAG scanners can go green while screen-reader shoppers still hit dead ends. Here’s how an expert Converge Accessibility WCAG 2.2 audit—paired with remediation on Hydrogen storefronts—surfaces what SortSite, axe, and Lighthouse miss, and how to triage vendor-owned gaps.

SoftwareE-CommerceHeadlessShopifyUI/UX
Green Scans Aren’t Enough: What Expert Accessibility Audits Catch That Tools Miss
From Floor Conversations to Customers: Guided Selling, Showroom Apps, and Rapora

From Floor Conversations to Customers: Guided Selling, Showroom Apps, and Rapora

Published 9/6/2026
Gabriel RichardsGabriel Richards

How Endertech’s custom showroom systems for large retailers shaped Rapora—a Shopify-native product for smaller multi-location chains that need guided selling, CRM, and Shopify POS. Live at rapora.shop; App Store listing pending.

SoftwareWeb DevelopmentE-CommerceReactHeadlessShopifyKlaviyo
From Floor Conversations to Customers: Guided Selling, Showroom Apps, and Rapora
We Run Our Agency on MCP

We Run Our Agency on MCP

Published 9/6/2026
Gabriel RichardsGabriel Richards

Most AI demos stop at chat. We wired Model Context Protocol into the portal we use to run the agency—originally so OpenAI / ChatGPT and our own in-portal assistant could take real actions—then hardened it for day-to-day use.

SoftwareWeb DevelopmentAISymfony
We Run Our Agency on MCP
How Furniture Retailers Should Choose a Web Development Partner

How Furniture Retailers Should Choose a Web Development Partner

Published 10/2/2026

Learn how furniture retailers should choose a web developer: prioritize operational fit, verify integrations, and define migration, testing, and support ownership.

How Furniture Retailers Should Choose a Web Development Partner
How to Choose the First Business Workflow for AI Automation

How to Choose the First Business Workflow for AI Automation

Published 10/1/2026

Choose first AI automation workflow candidates with clear inputs, verifiable outputs, and human review. Learn how to assess risk, test handoffs, and measure value.

SoftwareManagementAI
How to Choose the First Business Workflow for AI Automation
Magento-to-Shopify Data Mapping: Products, Customers, Orders, and Integrations

Magento-to-Shopify Data Mapping: Products, Customers, Orders, and Integrations

Published 9/29/2026

Magento to Shopify data mapping needs rules before imports. Map products, customers, orders, and ERP identifiers, then validate relationships before launch.

E-CommerceShopifyMagento
Magento-to-Shopify Data Mapping: Products, Customers, Orders, and Integrations
Best Ecommerce ERP Integration Platforms for 2026

Best Ecommerce ERP Integration Platforms for 2026

Published 9/28/2026

Compare the best ecommerce ERP integration platforms for 2026. Celigo fits supported Shopify-to-NetSuite flows; see when Boomi, MuleSoft, or Power Automate fits.

E-CommerceShopifyMagento
Best Ecommerce ERP Integration Platforms for 2026
We Gave the AIs Jobs: Inside Our Marketing Operating System

We Gave the AIs Jobs: Inside Our Marketing Operating System

Published 9/28/2026
Gabriel RichardsGabriel Richards

Once several AI and marketing systems became useful, the hardest design problem was responsibility: who owns strategy, who gathers evidence, who may execute, which system is authoritative for each fact, and when a human must decide.

MarketingManagementAI
We Gave the AIs Jobs: Inside Our Marketing Operating System
Governing AI Planning and Code Execution With Branches, Draft Merge Requests, and Audit Records

Governing AI Planning and Code Execution With Branches, Draft Merge Requests, and Audit Records

Published 9/28/2026
Gabriel RichardsGabriel Richards

AI agents that plan work and propose code need the same gates content pipelines do. Here is how we encode governance in branches, draft merge requests, and audit records—while humans keep merge and publish.

SoftwareManagementAISymfony
Governing AI Planning and Code Execution With Branches, Draft Merge Requests, and Audit Records
How to Measure WebGL Cold-Start Performance Before Visitors See Your Site

How to Measure WebGL Cold-Start Performance Before Visitors See Your Site

Published 9/26/2026
Gabriel RichardsGabriel Richards

A WebGL homepage experience can create a strong first impression, provided it reaches a stable state before visitors are asked to interact with it. This guide explains a practical cold-start measurement process for Next.js marketing sites.

Web DevelopmentReactHeadlessUI/UX
How to Measure WebGL Cold-Start Performance Before Visitors See Your Site
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