Since 2026 every Shopify storefront answers an agent-commerce endpoint at
POST /api/ucp/mcp, advertised at GET /.well-known/ucp. Merchants did not
turn it on and it is not in their admin. It speaks the Universal Commerce
Protocol over JSON-RPC, and the tool that matters is search_catalog: an AI
shop
Merchants are told two opposite things about AI crawlers: block them, because
they take your content and give nothing back; and admit them, because that is
how a store gets into an AI shopping answer. Both assume a decision is being
made. We wanted to know how many stores have made one, and which wa
I run a small AI/automation consultancy in Brazil, and a recent lead-research project needed the full follower list of a public Instagram profile — about 153,000 followers — plus enrichment (bio, public email/phone) to find business accounts worth contacting.
The problem
Pulling a list that size i
📝 Originally published (in Japanese) at forge.workstyle.tech.
This is a record of designing voices from single-line captions, automatically creating a learning corpus, and passing all 12 role-specific voices (narrator/counselor/sales/presenter/operator/MC for both men and women) through full inspe
Introduction
Jumia is one of Africa's leading e-commerce platform that manages millions of transcations with a diverse products from electronics,beauty products and many more categories.Therefore,tracking key perfomance indicators is essential for supply chain operatios and profit optimization
1. Project Introduction and Objective
In this project, I used Microsoft Excel and Power Query to clean and analyze a Jumia product dataset and then built an interactive dashboard to summarize pricing, discounts, ratings and customer engagement.
The main objective was to turn a small raw e-commerc
I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened.
The Setup
I gave an AI agent one job: find paid work online, build the deliverable,
and earn money — autonomously.
Not a chatbot. Not a copilot. An agent that scans 232+ listings across
multiple platforms, filter
Hi DEV!
I was fed up picking up my phone to type a six digit code into the machine I was already sitting at. The desktop authenticators I tried either wanted an account, synced my secrets to their cloud, or both, which rather defeats the point of the thing being under my control.
AuthGeek is a TOT
# Zero-Data USB Tether Diagnostics: Why 11 Out of 14 Phones Hit 15 Mbps Until I Found One Setting
Eleven phones. Fifteen mega
Write Docs People Actually Enjoy Reading
Markdown is everywhere: READMEs, wikis, API docs, even internal memos. But most of what I see is plain and underused. After years of writing and maintaining docs, I've collected a few tricks that make them far more readable and maintainable.
Use T
Originally published on tamiz.pro.
Large language models (LLMs) are transforming how development teams generate unit, integration, and contract tests. A developer types a brief description of the desired behavior, and within seconds, the LLM produces syntactically valid, semantically plausible test