Shopify

composable commerce vs headless commerce vs mach architecture a supermarket shopping cart with wire basket on castors

Composable Commerce vs. Headless Commerce vs. MACH Architecture: What’s the Difference?

Composable commerce, headless commerce and MACH architecture are not the same thing. This guide defines each one, sets out the differences side by side, reviews the MACH Alliance’s 2025 and 2026 research (78% of mature composable adopters report clear AI ROI against 13% of early-stage ones), compares UK job-advert data and published platform prices, and gives a practical way to decide which approach fits your business.

Read more
shopify canvas build online store chatting with ai a blueprint with a model shop standing on it

Shopify Debuts Canvas, a Way to Build Online Stores by Chatting With AI

Shopify has launched Canvas, a desktop workspace where merchants build or redesign their online store by chatting with Sidekick, its AI agent, while seeing every page at once. We explain how Shopify Canvas works step by step, what Sidekick does behind the scenes, how it builds on Shopify’s earlier AI tools, the limits at launch, what it means for agencies, and whether your business should try it now.

Read more
specs intelligence snap standalone ai assistant a two card slabs stacked offset

Snap Introduces a Standalone AI Assistant, Specs Intelligence

Snap announced Specs Intelligence on 16 September 2026 alongside its $2,195 AR glasses, and made it available without them: a limited preview shipped in the Specs iOS app the same day, with a waitlist for early access on iPhone and Mac. We read Snap’s own product page and FAQ, Engadget’s live coverage of Evan Spiegel’s Los Angeles keynote and the hands-on reporting, then set out what the anticipatory design actually commits to, where the privacy promises are strong and where they are untested, and what an IT team should decide before anyone connects a corporate account.

Read more
commerceagentbench accio open source ecommerce ai agents a three blocks different heights

Accio Open-Sources CommerceAgentBench for E-Commerce AI Agents

Accio, the commerce agent team inside Alibaba International, has open-sourced CommerceAgentBench: 107 long-horizon business tasks running against fourteen offline replicas of real software, each in a fresh container, each graded on the state the agent actually changed. This breakdown covers the task mix, the grading design, the three-harness leaderboard led by Claude Opus 5 at 66/107, the twelve-task swing that a harness alone can produce, the caveats the README discloses about managed endpoints and unmatched reasoning effort, the two-licence split, the sibling Business Arena benchmark, and what any of it should change if you are buying agents this quarter.

Read more
CHAT