# Shopify Shopify is an all-in-one commerce platform with developer documentation, CLI tools, APIs, app-building tools, and the Hydrogen headless commerce toolkit. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Reimagining advertising with AI DevFeed: [Reimagining advertising with AI]() Original publisher: [Read original article]() Published: 2026-09-16T13:00:00Z Content type: release Language: en Sources: [OpenAI News]() Topics: [Artificial Intelligence](), [OpenAI](), [ChatGPT](), [hubspot](), [Shopify]() Tags: [advertising](), [agents](), [ai](), [chatgpt](), [hubspot](), [integrations](), [openai](), [plugin](), [product](), [shopify](), [sponsored]() ### AI overview OpenAI introduces AI-powered advertising features in ChatGPT, including Sponsored Agents that let users converse with select business-sponsored agents after viewing an ad. It also adds prompt-based campaign tools and AI creative tools, plus integrations with HubSpot and Shopify. ### Source excerpt Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify. ## Shopify Drops React Native for Swift and Kotlin as AI Changes Cross-Platform Development Tradeoffs DevFeed: [Shopify Drops React Native for Swift and Kotlin as AI Changes Cross-Platform Development Tradeoffs]() Original publisher: [Read original article]() Author: Bruno Couriol Published: 2026-09-16T12:45:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [React Native](), [Shopify](), [Mobile](), [cross-platform](), [Kotlin](), [Swift](), [AI Models]() Tags: [ai](), [ai-coding](), [android](), [apple](), [cross-platform](), [declarative](), [development](), [kotlin](), [mobile](), [news](), [react-native](), [shopify](), [shopify-drops-react-native](), [swift](), [web-development]() ### AI overview Shopify is rewriting its flagship mobile apps in Swift and Kotlin after reassessing React Native. The decision followed the expected work to adopt React Native's New Architecture and improvements in AI coding models, which Shopify said made a clean-slate native rewrite more attractive than migration. ### Source excerpt Shopify recently announced it is abandoning React Native to rewrite its flagship apps in Swift and Kotlin. With the significant jump in the quality of AI models, Head of Mobile Mustafa Ali reassessed Shopify's commitment to React Native, estimating that the benefit/cost ratio of maintaining native codebases across mobile platforms was now above that of using an abstraction layer. By Bruno Couriol ## Salesforce staggers back to feet after global outage DevFeed: [Salesforce staggers back to feet after global outage]() Original publisher: [Read original article]() Author: Lindsay Clark Published: 2026-09-16T10:06:00Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [Shopify]() Tags: [customers](), [errors](), [outage](), [saas](), [salesforce](), [services]() ### AI overview Salesforce is recovering from a global outage that caused severe delays, intermittent errors, and inability to access services for customers attending the company's annual conference in San Francisco. ### Source excerpt As thousands attend annual conference in San Francisco, customers get 'severe delays, intermittent errors, and inability to access services' ## Native is now the future of mobile at Shopify DevFeed: [Native is now the future of mobile at Shopify]() Original publisher: [Read original article]() Author: Simon Willison Published: 2026-09-10T21:11:15Z Content type: opinion Language: en Sources: [Simon Willison's Weblog]() Topics: [Mobile](), [React Native](), [Shopify](), [AI-assisted coding](), [Kotlin](), [Swift](), [Open Source](), [Android](), [Generative AI](), [iOS]() Tags: [ai](), [ai-2-236](), [ai-assisted-search](), [ai-assisted-search-36](), [android](), [android-14](), [coding-agents](), [coding-agents-248](), [generative-ai](), [generative-ai-1-982](), [ios](), [ios-26](), [kotlin](), [llms](), [llms-1-948](), [mobile](), [mobile-41](), [open-source](), [open-source-320](), [react](), [react-43](), [react-native](), [shopify](), [shopify-8](), [swift](), [swift-12]() ### AI overview Shopify is moving its mobile apps from React Native back to separate Swift and Kotlin codebases. The article explains that AI agents can now handle enough implementation, translation, testing, and review work to reduce the cost of maintaining separate platforms. It also notes the planned relocation or archival of Shopify's React Native libraries. ### Source excerpt Native is now the future of mobile at Shopify Shopify are moving from React Native back to separate Swift and Kotlin codebases for their native apps, for the exact reason you would expect: We decided to switch from native to React Native in 2020 for three reasons: Stop building the same features twice Allow developers to work across the stack Spend less time chasing feature parity and more time shipping value [...] Native still means building and maintaining software on two platforms, that cost has not disappeared. What changed is that agents can now do enough of the implementation, translation, testing, and review work that it's no longer the deciding factor it was in 2020. It's a well-written post, which gives full credit to React Native as a great platform for the six years they were using it. Shopify are the maintainers of three significant React Native libraries: react-native-skia, flash-list, and restyle. The first two are finding new homes; the third "has a smaller user base than our other libraries" and will be archived at the end of 2026. Via Hacker News Tags: android, mobile, open-source, ios, ai, react, generative-ai, llms, ai-assisted-search, coding-agents, swift, shopify ## Shopify powers observability for global-scale commerce with ClickHouse DevFeed: [Shopify powers observability for global-scale commerce with ClickHouse]() Original publisher: [Read original article]() Author: ClickHouse Published: 2026-08-20T00:00:00Z Content type: article Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [observability](), [Shopify](), [telemetry](), [data](), [log management](), [Databases](), [Kubernetes](), [Cloud](), [Go](), [Ruby](), [TypeScript]() Tags: [clickhouse](), [cloud](), [data](), [databases](), [events](), [go](), [infrastructure](), [kubernetes](), [logs](), [metrics](), [observability](), [ruby](), [scale](), [shopify](), [telemetry](), [traces](), [transactions](), [typescript]() ### AI overview Shopify built Observe, a unified observability platform on ClickHouse, to consolidate metrics, logs, traces, and exceptions. The platform delivers up to 30x faster queries, ingests about 100 million events per second at peak, and keeps telemetry queryable in under a minute while improving cost predictability. ### Source excerpt Shopify unified global-scale observability on ClickHouse, achieving up to 30x faster queries while ingesting 100 million events per second at peak. ## Vercel Connect now supports CLI setup for 100+ connectors DevFeed: [Vercel Connect now supports CLI setup for 100+ connectors]() Original publisher: [Read original article]() Author: Bhrigu Srivastava Published: 2026-08-11T19:00:00Z Content type: release Language: en Sources: [Vercel News]() Topics: [Vercel](), [Command-line interface](), [Shopify](), [GitHub]() Tags: [cli](), [connectors](), [github](), [shopify](), [vercel]() ### AI overview Vercel Connect now supports CLI setup for more than 100 services. Users can create and attach connectors from the terminal, with the CLI pre-populating service details and prompting for required credentials. Attached connectors can provide short-lived, scoped provider tokens. ### Source excerpt You can now integrate 100+ services through Vercel Connect from the CLI. Previously, vercel connect create completed setup in the terminal for some services, and opened the dashboard for everything else. Pass the service name to create a connector, then attach it to your project: The CLI pre-populates the brand name, icon, auth type, and MCP or discovery URL, then prompts for any credentials the service requires and creates the connector. After attaching the connector, call getToken with its UID (service/name) to request a short-lived, scoped token from the provider: Get started by browsing the connectors directory, or read the CLI reference. Read more ## Sidekick's continual learning loop DevFeed: [Sidekick's continual learning loop]() Original publisher: [Read original article]() Author: Andrew McNamara Published: 2026-08-05T14:52:54Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Artificial Intelligence](), [Shopify](), [GraphQL](), [Ground truth / benchmark quality](), [Latency](), [Code]() Tags: [agent](), [ai](), [frontier-model](), [latency](), [model](), [production](), [retrieval](), [routing](), [safety]() ### AI overview Shopify describes a continual learning loop for its GraphQL agent that turns production failures, user corrections, and sampled traffic into ground truth and model-weight improvements. The approach is reported to exceed frontier-model quality while reducing latency and serving costs by 96%. ### Source excerpt How we compress production failures into model weights every day, beat frontier-model quality, and cut serving costs 96%. ## Building an agentic harness that outlasts the model DevFeed: [Building an agentic harness that outlasts the model]() Original publisher: [Read original article]() Author: Zack Deveau Published: 2026-07-29T15:30:00Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Application Security](), [Shopify](), [Vulnerabilities](), [Code review](), [Orchestration](), [pull-requests](), [Rails](), [Ruby](), [web applications](), [Back end]() Tags: [agentic](), [application-security](), [backend](), [building](), [code](), [orchestration](), [pull-requests](), [review](), [ruby](), [shopify](), [vulnerabilities](), [web-applications](), [workflow]() ### AI overview Shopify describes an agentic code review and test-oracle harness for application security. The harness scans software for vulnerabilities, validates findings with real tests, generates Shopify-specific fixes, and opens relevant pull requests. The article also explains its Dispatch orchestrator, parallel scanning workflow, reusable application context, and diff-based follow-up scans. ### Source excerpt We built an agentic code review and test oracle harness that discovers vulnerabilities, proves them with real tests, and provides Shopify-tuned fixes. ## Vercel Connect adds 100+ preset connectors DevFeed: [Vercel Connect adds 100+ preset connectors]() Original publisher: [Read original article]() Author: Ben Sabic Published: 2026-07-21T00:00:00Z Content type: release Language: en Sources: [Vercel News]() Topics: [Vercel](), [Model Context Protocol](), [Shopify](), [Command-line interface](), [configuration]() Tags: [cli](), [configuration](), [connectors](), [mcp](), [product](), [shopify](), [update](), [vercel]() ### AI overview Vercel Connect now offers preset connectors for more than 100 services, including Shopify, Resend, Sanity, Okta, Workday, and Jira. These predefined configurations reduce setup work by supplying service metadata, authentication details, and MCP or discovery URLs, while users still need to provide required credentials and create the connector. ### Source excerpt Vercel Connect now includes preset connectors for 100+ services, including Shopify, Resend, Sanity, Okta, Workday, and Jira. Preset connectors are predefined configurations for supported services. They reduce manual setup by pre-populating the brand name, icon, auth type, and MCP or discovery URL. Unlike managed connectors, preset connectors don't register your app with the external service for you. Add a connector Select a preset from the connectors directory in the Vercel dashboard. Review the pre-populated configuration, add any credentials the service requires, and create the connector. You can also start from the CLI: Today, vercel connect create opens the dashboard to complete setup. Full CLI support for preset connectors is coming soon. Request tokens After attaching a preset connector, request tokens the same way you do for any other Connect provider. Call getToken with the connector's UID (service/name) to receive a short-lived, scoped token: To get started, browse the preset connectors or learn more in the documentation. Read more ## Wix vs. Shopify: Which is better for building your online store? DevFeed: [Wix vs. Shopify: Which is better for building your online store?]() Original publisher: [Read original article]() Author: Webflow Team Published: 2026-07-05T00:00:00Z Content type: comparison Language: en Sources: [Webflow Blog]() Topics: [Shopify](), [Back end]() Tags: [business](), [development](), [ecommerce](), [how-to](), [platform](), [pricing](), [shopify]() ### AI overview A comparison of Wix and Shopify for building and managing an online store, covering ease of use, ecommerce workflows, features, and pricing considerations. ### Source excerpt Learn the differences between Wix and Shopify, where each excels and falls short, and how to choose the best ecommerce platform for your business. ## Quick: An internal hosting platform for the AI era DevFeed: [Quick: An internal hosting platform for the AI era]() Original publisher: [Read original article]() Author: Daniel Beauchamp Published: 2026-06-10T12:49:23Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [hosting](), [Shopify](), [Artificial Intelligence](), [API](), [Cloud](), [nginx](), [HTML](), [Filesystems](), [Web Development]() Tags: [ai](), [api](), [cloud](), [hosting](), [html](), [server](), [shopify](), [storage]() ### AI overview Shopify's Quick is an internal hosting platform that lets employees publish folders of HTML and assets to secure, employee-only URLs without frameworks, deployment pipelines, or configuration files. The article describes its Google Cloud Storage and NGINX architecture, Identity-Aware Proxy authentication, local-folder upload workflow, and planned API capabilities for data, file storage, and AI-related functionality. ### Source excerpt Quick lets anyone at Shopify ship a site in seconds. It has changed the culture of how we build and share. ## Build and deploy Shopify storefronts on Vercel DevFeed: [Build and deploy Shopify storefronts on Vercel]() Original publisher: [Read original article]() Author: Marcelo de Almeida Published: 2026-06-04T00:00:00Z Content type: release Language: en Sources: [Vercel News]() Topics: [Shopify](), [Vercel](), [Command-line interface]() Tags: [building](), [cli](), [free](), [integration](), [launch](), [production](), [shopify](), [update](), [vercel](), [workflow]() ### AI overview Vercel now lets users create Shopify stores directly from Vercel, configure Shopify credentials through an integration, build with v0, and deploy production-ready storefronts. Users can create free test stores, claim them at launch, and connect existing Shopify stores. ### Source excerpt You can now create a Shopify store directly from Vercel and start building a production-ready storefront in minutes. Install the Shopify integration to automatically configure your Shopify credentials in Vercel. Create a free test store, build with v0 and deploy without leaving your workflow. When you're ready to launch, you can claim the store and take ownership of it. Update: Connect an existing Shopify store to Vercel is now supported. Get started by installing Shopify from the Vercel Marketplace, v0 , or Vercel CLI to start building your next commerce experience. Read more ## garnix is joining Shopify DevFeed: [garnix is joining Shopify]() Original publisher: [Read original article]() Published: 2026-05-28T00:00:00Z Content type: release Language: en Sources: [Garnix Blog]() Topics: [Shopify]() Tags: [open](), [service](), [shopify]() ### AI overview garnix is joining Shopify, while the garnix service is being shut down and its code is being open-sourced. ### Source excerpt We are open-sourcing garnix and shutting down the service. ## We replaced Redis with MySQL for inventory reservations--and it scaled DevFeed: [We replaced Redis with MySQL for inventory reservations--and it scaled]() Original publisher: [Read original article]() Author: Emilie Noel Published: 2026-05-12T16:51:53Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [MySQL](), [Redis](), [Database](), [Shopify](), [Transactions]() Tags: [database](), [ecommerce](), [mysql](), [payment-processing](), [performance](), [redis](), [scale](), [shopify](), [transactions]() ### AI overview Shopify explains how it replaced Redis with MySQL for inventory reservations during checkout. Using one row per inventory unit, SKIP LOCKED, composite primary keys, and connection visibility, the rebuilt system met high-throughput and consistency requirements during peak Black Friday 2025 traffic. ### Source excerpt How we used SKIP LOCKED, composite primary keys, and connection visibility to hit our scale targets. ## How to Process Payments Without Shopify DevFeed: [How to Process Payments Without Shopify]() Original publisher: [Read original article]() Author: Aarthi Poonia Published: 2026-03-30T00:00:00Z Content type: tutorial Language: en Sources: [Dodo Payments Blog]() Topics: [Shopify](), [Software as a service](), [Software]() Tags: [alternatives](), [checkout](), [digital-products](), [fees](), [how-to](), [merchant-of-record](), [payments](), [saas](), [shopify](), [tax](), [webhooks]() ### AI overview This guide explains how to sell digital products and SaaS without Shopify by using a payment layer, hosted or embedded checkout, webhooks, and Merchant of Record services. It describes potential savings from avoiding Shopify's monthly platform fee and outsourcing tax compliance, while noting the tradeoffs of Shopify's broader commerce features. ### Source excerpt Sell digital products and SaaS without Shopify's monthly fees. Use Merchant of Record platforms for simpler checkout, automatic tax compliance, and better margins. ## Shopify Merchant of Record: What Shopify Handles vs What You Still Own DevFeed: [Shopify Merchant of Record: What Shopify Handles vs What You Still Own]() Original publisher: [Read original article]() Author: Ayush Agarwal Published: 2026-03-25T00:00:00Z Content type: tutorial Language: en Sources: [Dodo Payments Blog]() Topics: [Shopify](), [Tooling]() Tags: [checkout](), [compliance](), [digital-products](), [ecommerce](), [merchant-of-record](), [payments](), [shopify](), [tax]() ### AI overview This guide explains that Shopify is generally not the merchant of record in standard setups. Shopify provides commerce, checkout, payment, and integration infrastructure, while merchants typically retain tax and legal seller responsibilities. The article also explains why these responsibilities are more complex for globally sold digital products and when a dedicated Merchant of Record provider may be useful. ### Source excerpt A detailed guide to Shopify Merchant of Record decisions for digital products, including Shopify's actual role, where liability stays with merchants, and how Dodo Payments complements Shopify. ## Building a Magic Mirror: AI retail experiences with Remix DevFeed: [Building a Magic Mirror: AI retail experiences with Remix]() Original publisher: [Read original article]() Author: Nikola Draca Published: 2026-03-19T12:33:46Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Artificial Intelligence](), [Remix](), [webcam](), [Shopify](), [browser](), [API]() Tags: [ai](), [api](), [browser](), [building](), [code](), [customer](), [generate](), [how-to](), [mirror](), [product](), [retail](), [server](), [shopify](), [webcam]() ### AI overview This article presents Shopify's AI-powered magic mirror: a customizable retail installation that uses a display, hidden webcam, and Remix server to recognize visual signals and deliver personalized messages, animations, product recommendations, challenges, and discount codes. It also outlines a makeup shade-matching use case and the hardware needed to build the experience. ### Source excerpt The technical blueprint for an AI-powered mirror that sees customers, analyzes their appearance, and delivers personalized product recommendations in real-time. ## Shopify's journey to faster breadth-first GraphQL execution DevFeed: [Shopify's journey to faster breadth-first GraphQL execution]() Original publisher: [Read original article]() Author: Greg MacWilliam Published: 2026-03-12T12:19:08Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [GraphQL](), [Shopify](), [data](), [Traces]() Tags: [apis](), [data](), [shopify](), [technology](), [traces]() ### AI overview Shopify describes how its GraphQL Cardinal engine replaces conventional depth-first execution with breadth-first field resolution. The approach addresses resolver overhead in deeply nested, high-cardinality queries and reportedly delivers up to 15x faster execution with 90% less memory use for large list queries. ### Source excerpt Conventional GraphQL execution uses depth-first traversal that incurs many hidden costs. We questioned why, rewrote it in a faster breadth-first manner, and saw dramatic results. ## What Replo learned optimizing 100+ billion events in ClickHouse DevFeed: [What Replo learned optimizing 100+ billion events in ClickHouse]() Original publisher: [Read original article]() Author: ClickHouse Published: 2026-03-09T11:40:43Z Content type: article Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [product analytics](), [real-time](), [dashboards](), [Shopify](), [data](), [Artificial Intelligence]() Tags: [analysis](), [analytics](), [case-study](), [clickhouse](), [conversion](), [dashboards](), [data](), [events](), [frontend](), [models](), [performance](), [product](), [real-time](), [revenue](), [scale](), [shopify]() ### AI overview Replo describes how it built real-time, in-product analytics for Shopify merchants using ClickHouse. The article covers data-model iterations, precomputation, deduplication, recomputation boundaries, and the operational challenges of processing more than 100 billion events while keeping dashboards responsive and attribution accurate. ### Source excerpt Replo uses ClickHouse to analyze 100+ billion events in real time, keeping analytics dashboards fast and responsive for 4,000+ Shopify merchants. ## The generative recommender behind Shopify's commerce engine DevFeed: [The generative recommender behind Shopify's commerce engine]() Original publisher: [Read original article]() Author: Yang Liu Published: 2026-02-25T16:04:54Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Shopify](), [Temporal data](), [model-deployment](), [real-time](), [Feature Engineering]() Tags: [architecture](), [engineering](), [feature-engineering](), [generative](), [latency](), [model](), [production](), [real-time](), [scale](), [shopify](), [train](), [training]() ### AI overview Shopify describes a generative recommender that treats buyer journeys as raw event sequences. An autoregressive, causally masked model predicts next products or ads while meeting real-time production constraints at Shopify's scale. ### Source excerpt Treating buyer journeys as sequences instead of simplified signals, and building a model fast enough to serve at scale. ## How Order Editing Replaced a Failing DynamoDB Pipeline with Tinybird DevFeed: [How Order Editing Replaced a Failing DynamoDB Pipeline with Tinybird]() Original publisher: [Read original article]() Author: Tinybird Published: 2026-02-24T11:00:00Z Content type: article Language: en Sources: [Tinybird]() Topics: [Shopify](), [DynamoDB]() Tags: [customer-stories](), [debugging](), [dynamodb](), [infrastructure](), [pipeline](), [shopify](), [team]() ### AI overview A three-person team handling $5B in Shopify GMV replaced a failing DynamoDB pipeline with Tinybird, reducing the need to debug reconciliation failures and allowing the team to focus on shipping features. ### Source excerpt A three-person team running $5B in Shopify GMV couldn't afford to babysit analytics infrastructure. Here's how they stopped debugging reconciliation failures and started shipping features. ## The Dodo Digest: AI Commerce and Dodo Payments Updates DevFeed: [The Dodo Digest: AI Commerce and Dodo Payments Updates]() Original publisher: [Read original article]() Author: Rishabh Goel Published: 2026-01-23T00:00:00Z Content type: news Language: en Sources: [Dodo Payments Blog]() Topics: [Shopify](), [Artificial Intelligence](), [AI Bots](), [agent observability]() Tags: [agentic](), [ai](), [ai-agents](), [announcement](), [newsletter](), [payments](), [shopify](), [subscription-billing]() ### AI overview The Dodo Digest describes Shopify's Universal Commerce Protocol and its support for commerce across AI channels, including ChatGPT, Google AI Mode, Gemini, and Microsoft Copilot. It also highlights Dodo Payments' work on inline checkout, saved payment methods, and global billing for agentic commerce. ### Source excerpt Explore how AI commerce is reshaping payments, plus Dodo's inline checkout, saved methods, and global billing upgrades built for agentic buying. ## Place good startup bets DevFeed: [Place good startup bets]() Original publisher: [Read original article]() Author: hi@swizec.com (Swizec Teller) Published: 2026-01-14T00:00:00Z Content type: opinion Language: en Sources: [Swizec Teller]() Topics: [scaling](), [Shopify](), [Database]() Tags: [core](), [equity](), [sales](), [scaling](), [shopify]() ### AI overview The author reflects on career and startup decisions, including regretting that he declined Shopify before its IPO. He argues that good bets limit downside, preserve upside, and are evaluated using factors such as problem interest, market access and growth, market size, unfair advantage, and early traction. ### Source excerpt You can't win every bet. Your goal is to be a little more right than wrong and keep playing ## Tangle: An open-source ML experimentation platform built at Shopify scale DevFeed: [Tangle: An open-source ML experimentation platform built at Shopify scale]() Original publisher: [Read original article]() Author: Shopify Engineering Published: 2025-12-05T15:47:00Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Machine Learning & Artificial Intelligence](), [Open Source](), [Shopify](), [data-engineering](), [experiments]() Tags: [caching](), [cloud](), [collaboration](), [data-engineering](), [experimentation](), [ml](), [open-source](), [pipelines](), [shopify]() ### AI overview Shopify open-sourced Tangle, an ML experimentation platform designed to make experiments reproducible, accelerate iteration, and enable teams to share pipelines and computation. It supports visual ML and data pipelines, cloud execution, and global caching, reducing repeated data preparation, custom pipeline maintenance, and infrastructure costs. ### Source excerpt Tangle saves months of compute time, makes every experiment automatically reproducible, and allows teammates to share computation without coordination. [Next page]()