Keep Prices Out of the Model: A Rate-Freshness Guard for Jewellery WhatsApp Assistants
A WhatsApp assistant for an Indian jewellery store will be asked about prices constantly. Today's rate, making charges, the cost of a design in a gi…
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Building a Google Merchant Center MCP server: what the Merchant API doesn't tell you
I run GSC Wizard , an SEO tool with an MCP server that already exposed Search Console and GA4 to Claude and ChatGPT. This month I added Google Merch…
Accessible digital downloads: sell files everyone can actually open, read, and use
A digital download has exactly one job: arrive in a form the buyer can actually use. When it does not — the PDF is a scanned picture of text, the vi…
A Guide to 4 Cheap Hosted Application Logging Clues (Postgres SaaS API)
The cheapest useful logging setup is the one that can reconstruct a bad pricing decision across the API, worker, and cron job. Pick centralized sear…
Building an Interactive Excel Dashboard for E-commerce Product Analysis: A Case Study of Jumia Products
Data Cleaning & Preparation Data Cleaning This is the process of finding and fixing mistakes, duplicates, or missing information in a given data…
Transactional SMS Alerts Provider Comparison for US and Europe Pricing
TL;DR: For an e-commerce contact form, pick the SMS provider whose delivery controls match the support team's failure policy, then put destination a…
E-commerce Metrics API Query Alerting with Lambda Webhooks for Node.js Explained
Short answer: for a small Node.js application, keep failure alerting boring. Poll one completion metric after the nightly e-commerce pipeline's dead…
E-commerce platforms in 2026: what Shopify, WooCommerce, BigCommerce and Squarespace actually cost
E-commerce platforms in 2026: what Shopify, WooCommerce, BigCommerce and Squarespace actually cost Most small business owners compare e-commerce pla…
We checked 100 WooCommerce stores for AI-shopping readiness
AI shopping agents (ChatGPT's shopping answers, Perplexity, Google's AI results) decide which products to show by reading what a store publishes. We…
AI for Retail: Personalized Shopping Experiences
Last week a shopper bought running shoes from your store. Two days later, she opens your app. The home screen shows a winter jacket, a sofa sale, an…
I built a Canadian sales tax API that handles all 13 provinces and territories
TrueNorth API validates a Canadian address and calculates the exact tax for it in two calls: 41 product tax categories, all 13 provinces and territo…
Magento 2.4.6 Lost Support in August: What Waiting Actually Costs
If your store runs Magento 2.4.6, it stopped receiving security patches on 11 August 2026. The one exception is Adobe Commerce, the paid edition, wh…
The Model Got Better. Your Judgment Got Worse.
The Model Got Better. Your Judgment Got Worse. Two posts sat near the top of the front page this week, and they describe the same failure from oppos…
From Zero to One: How I Built a Multi-Market B2B Badge & Trophy Site with an AI Agent Configurator
The Niche: Badges, Medals, Coins, and Trophies Most e-commerce builders chase apparel and gadgets. I went the other way: B2B medals, award plaques,…
Googlebot Renders Your JavaScript. ChatGPT Doesn't.
A few weeks ago I posted a milestone on LinkedIn : NessFlow had crossed 50 million server log lines analyzed in private beta. Most of the replies we…
How to Build a Custom Ecommerce Store with Thor Commerce and AI
Building a custom ecommerce storefront used to mean choosing between two uncomfortable options: start from a rigid template, or spend months rebuild…
Designing Useful Support Answers for Pre-Purchase Questions
A customer-support assistant sits between changing store facts and a shopper who expects a clear answer. That makes the design problem closer to kno…
A Merchant-Controlled Architecture for AI Support
AI support becomes useful only when the operating rules behind it are explicit. The hard part is rarely writing a fluent reply; it is deciding which…
FedEx Shut Down Its SOAP API. Your WooCommerce Store Might Have Failed Silently
TL;DR: FedEx permanently shut down its legacy SOAP Web Services on June 1, 2026. Any integration still depending on those endpoints stopped getting…
A Delivery Label Is Not a Fulfillment Model
Digital products are often sold with one short promise: instant delivery . That label is convenient until the product behind it changes. A subscript…
Payment Succeeded. Did the Transaction?
A payment API returns success . The interface turns green. Everyone relaxes. But what exactly succeeded? The payment rail may have accepted or settl…
A Practical Taxonomy for Ecommerce Support Questions
AI support becomes useful only when the operating rules behind it are explicit. The hard part is rarely writing a fluent reply; it is deciding which…
Designing AI Assistance for Agents, Not Just Automation
The safest way to introduce AI into support is to treat every automated answer as the result of a small, reviewable process rather than as free-form…
Your Amazon scraper is returning mixed currencies and won't tell you
If you scrape Amazon through rotating residential proxies, your price column probably contains dollars, euros and zloty at the same time. Nothing in…
Quality Gates for Async Batch Generation of Product Images from Titles and Descriptions
A storefront request must not sit open while a catalog image run finishes. That constraint changes the design before model choice does. Short answer…
AI-Powered Price Tracking for Latin America: Building PreciosML
How We Monitor500K+ Product Prices Across Latin America Every Hour Price monitoring in Latin America sounds simple. Until you try it. Between Falabe…
Connect a Carrd Landing Page to Payhip Without Building a Backend
Affiliate disclosure: I’m an independent Payhip Partner. The optional signup link at the end is my partner link; I may receive a commission from Pay…
Why I built a full PayPal checkout on Cloudflare Workers instead of using Stripe
When I migrated a 4-year-old e-commerce store to Webround, the client had one non-negotiable requirement: PayPal had to work. Their customers were u…
I shipped a Tokopedia scraper that undercuts the incumbents 5x — here's the boring part
I shipped a Tokopedia scraper that undercuts the incumbents 5x — here's the boring part Indonesia's biggest marketplace has a data problem: everyone…
I built a production-ready Shopify Hydrogen theme and open-sourced it
Every Hydrogen project I've worked on started the same way — wire up a cart, build a PDP, add filters, then spend weeks on the "extras" that aren't…