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📰 Dev.to · Benji Fisher

19 articles · Updated every 3 hours · View all reads

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The State of Agentic Commerce — May 2026
Dev.to · Benji Fisher 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The State of Agentic Commerce — May 2026
In April, the story was a platform pulling a lever: Shopify migrated its entire UCP fleet to...
UCP Variant Data: The #1 Reason Agent Checkouts Fail
Dev.to · Benji Fisher 1mo ago
UCP Variant Data: The #1 Reason Agent Checkouts Fail
A user asks an AI shopping agent for "a medium grey t-shirt." The agent finds the product. It picks a...
The UCP Technical Council Just Shipped Attribution into Core. Here's What That Means.
Dev.to · Benji Fisher ⚡ AI Lesson 1mo ago
The UCP Technical Council Just Shipped Attribution into Core. Here's What That Means.
On May 5, 2026, the UCP Technical Council merged PR #391 into the spec's main branch — adding a...
AI Commerce Needs MLPerf — and Here's an Early Attempt
Dev.to · Benji Fisher 📐 ML Fundamentals ⚡ AI Lesson 2mo ago
AI Commerce Needs MLPerf — and Here's an Early Attempt
Validating a UCP manifest takes a second. Scoring it for agent-readiness takes another. Neither of...
Is My Store UCP Ready? How to Check in 60 Seconds
Dev.to · Benji Fisher 📣 Digital Marketing & Growth ⚡ AI Lesson 2mo ago
Is My Store UCP Ready? How to Check in 60 Seconds
The short answer: enter your domain here and you'll know in under 60 seconds. This UCP ready check...
UCP Tech Council Expands: What the Meeting Minutes Tell Us About Where the Protocol Is Heading
Dev.to · Benji Fisher ⚡ AI Lesson 2mo ago
UCP Tech Council Expands: What the Meeting Minutes Tell Us About Where the Protocol Is Heading
On Friday just gone, five of the largest technology companies in the world quietly joined the...
Agentic Commerce Optimization: What 4,491 Merchants Reveal About UCP Readiness
Dev.to · Benji Fisher 📣 Digital Marketing & Growth ⚡ AI Lesson 2mo ago
Agentic Commerce Optimization: What 4,491 Merchants Reveal About UCP Readiness
Agentic Commerce Optimization: What 4,491 Merchants Reveal About UCP Readiness Every UCP...
Introducing Side-by-Side Store Compare: See How Any Two UCP Stores Stack Up
Dev.to · Benji Fisher 2mo ago
Introducing Side-by-Side Store Compare: See How Any Two UCP Stores Stack Up
Three months into running UCPChecker, the most common follow-up question we get from anyone reading a...
UCP v2026-04-08 Spec Update
Dev.to · Benji Fisher 2mo ago
UCP v2026-04-08 Spec Update
On April 9th, the UCP Technical Council shipped v2026-04-08 — the first spec bump since January's...
We Tested 5 AI Models on Expiring Travel Inventory — Here's How They Failed
Dev.to · Benji Fisher 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
We Tested 5 AI Models on Expiring Travel Inventory — Here's How They Failed
Last week, a conversation started in UCP Discussion #328 between contributors from Google, a global...
The Developer's Guide to UCP Tools in 2026
Dev.to · Benji Fisher 2mo ago
The Developer's Guide to UCP Tools in 2026
If you're implementing UCP for the first time — or maintaining an existing deployment — the tooling...
3,000 UCP Stores, Open Data: Why We're Publishing Our Dataset on Hugging Face
Dev.to · Benji Fisher 3mo ago
3,000 UCP Stores, Open Data: Why We're Publishing Our Dataset on Hugging Face
We've been crawling UCP manifests since January. For the first few months, the data lived in our own...
The BigCommerce UCP Guide: The Sleeping Giant of API-First Agent Commerce
Dev.to · Benji Fisher ⚡ AI Lesson 3mo ago
The BigCommerce UCP Guide: The Sleeping Giant of API-First Agent Commerce
BigCommerce has very limited UCP adoption in our monitoring dataset — we’ve verified just 2...
The Magento UCP Guide: What Enterprise Monitoring Data Tells Us About Adobe Commerce Agent Readiness
Dev.to · Benji Fisher 📣 Digital Marketing & Growth ⚡ AI Lesson 3mo ago
The Magento UCP Guide: What Enterprise Monitoring Data Tells Us About Adobe Commerce Agent Readiness
As of our most recent scan across 3,235 domains, we have not verified a single Magento or Adobe...
The Shopify UCP Guide: What 3,200 Monitored Domains Taught Us About AI Agent Commerce
Dev.to · Benji Fisher 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
The Shopify UCP Guide: What 3,200 Monitored Domains Taught Us About AI Agent Commerce
Shopify accounts for the overwhelming majority of UCP adoption. Of the 2,826 verified UCP merchants...