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Engineering, commerce, design, and delivery — notes from our team.
Build, Buy, or Co-Build AI? 10 Questions to Ask Before You Decide

Build, Buy, or Co-Build AI? 10 Questions to Ask Before You Decide

Published 10/15/2026
Gabriel RichardsGabriel Richards

A plain checklist for owners deciding whether to build, buy, or co-build AI. Why co-building is the right call when technology is not your core competency, when buying a tool is enough, and how far the research can be trusted.

SoftwareManagementAI
Build, Buy, or Co-Build AI? 10 Questions to Ask Before You Decide
ARIA Discipline on Hydrogen: Badges, Cards, and Names Scanners Miss

ARIA Discipline on Hydrogen: Badges, Cards, and Names Scanners Miss

Published 10/14/2026
Gabriel RichardsGabriel Richards

Part 3 of the Converge Accessibility craft series: promo badges, product cards, and illegal ARIA names/roles that green scanners miss—and how Hydrogen teams clean them up without making announcements worse.

SoftwareE-CommerceReactHeadlessShopifyUI/UX
ARIA Discipline on Hydrogen: Badges, Cards, and Names Scanners Miss
Automation Was the Easy Part: How We Built the Learning Loop

Automation Was the Easy Part: How We Built the Learning Loop

Published 10/5/2026
Gabriel RichardsGabriel Richards

Self-improving should not mean unsupervised. A practical learning system improves because actions reliably create evidence that changes later decisions, while consequential authority remains governed.

MarketingManagementAI
Automation Was the Easy Part: How We Built the Learning Loop
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
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
A Checklist for Evaluating a Furniture Ecommerce Development Partner

A Checklist for Evaluating a Furniture Ecommerce Development Partner

Published 10/20/2026

Use this checklist to evaluate a furniture ecommerce development partner: test catalog modeling, ERP handoffs, failed orders, and acceptance criteria.

Web DevelopmentE-CommerceShopify
A Checklist for Evaluating a Furniture Ecommerce Development Partner
Isolate Shared State Before Adding Parallel Test Workers

Isolate Shared State Before Adding Parallel Test Workers

Published 10/20/2026
Willem LuijtWillem Luijt

Parallel test runs break on shared state, not CPU count. Here is how we isolated databases, temp files, locks, and reports in a Symfony coverage run, locked only the truly shared fixtures, and merged coverage without hiding failures.

SoftwareWeb DevelopmentSymfonyPHP
Isolate Shared State Before Adding Parallel Test Workers
How to Protect Session-Replay Capacity From Bot Traffic

How to Protect Session-Replay Capacity From Bot Traffic

Published 10/19/2026
Gabriel RichardsGabriel Richards

Session-replay tools can start a tracked session as soon as their script loads. Here is how we gate the tag on consent plus a conservative browser-side bot check, and why we default to recording when unsure.

Web DevelopmentMarketingReact
How to Protect Session-Replay Capacity From Bot Traffic
What Drives the Cost of Furniture Ecommerce Integration?

What Drives the Cost of Furniture Ecommerce Integration?

Published 10/16/2026

Furniture ecommerce integration cost depends on workflows, data, and support. Learn what to scope, compare in proposals, and assign before development.

SoftwareE-CommerceShopify
What Drives the Cost of Furniture Ecommerce Integration?
Shopify Webhook Authentication for Uninstall and GDPR

Shopify Webhook Authentication for Uninstall and GDPR

Published 10/16/2026
Gabriel RichardsGabriel Richards

Shopify lifecycle webhooks can arrive after a merchant’s session or access token is gone. Learn how independent HMAC verification keeps uninstall and privacy handlers available for cleanup and compliance work.

SoftwareE-CommerceReactHeadlessShopify
Shopify Webhook Authentication for Uninstall and GDPR
Is outsourcing website maintenance worth it over doing it in-house?

Is outsourcing website maintenance worth it over doing it in-house?

Published 10/15/2026

Compare outsource website maintenance vs in-house by skills, coverage, and risk. Choose clear ownership with practical scope, recovery, and handoff checks.

Web DevelopmentManagement
Is outsourcing website maintenance worth it over doing it in-house?
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