# Shopify Published articles for Shopify. 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 ## 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 spent years on React Native -- then rebuilt everything in 12 weeks DevFeed: [Shopify spent years on React Native -- then rebuilt everything in 12 weeks]() Original publisher: [Read original article]() Author: Amanda Caswell Published: 2026-09-10T19:46:50Z Content type: news Language: en Sources: [The New Stack]() Topics: [AI-assisted coding]() Tags: [ai](), [ai-agents](), [ai-engineering](), [android](), [coding](), [ios](), [llms](), [mobile](), [react-native](), [shopify](), [software-development]() ### AI overview Shopify is moving its consumer mobile app from React Native to fully native development, arguing that improved coding agents and LLMs reduce the cost of platform-specific implementation. The article also cites an AI-assisted JavaScript-runtime port as an example of rapidly changing rewrite economics. ### Source excerpt In 2020, Shopify made a bet that resonated across the developer world by writing mobile code once in React Native The post Shopify spent years on React Native -- then rebuilt everything in 12 weeks appeared first on The New Stack. ## Shopify extends lifeline to Tailwind as vibe coding erodes web dev platform's bottom line DevFeed: [Shopify extends lifeline to Tailwind as vibe coding erodes web dev platform's bottom line]() Original publisher: [Read original article]() Author: Brandon Vigliarolo Published: 2026-09-10T19:43:55Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [Web Development](), [modern web development]() Tags: [acquisition](), [acquisitions](), [ai-and-ml](), [css](), [devops](), [foss](), [framework](), [open-source](), [shopify](), [tailwind](), [vibe-coding](), [web](), [web-developers]() ### AI overview Shopify's acquisition gives the open-source CSS framework Tailwind a stable long-term home amid pressure on web development platforms from vibe coding. ### Source excerpt Acquisition gives open source CSS framework 'a stable long-term home' ## 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: Mustafa Ali Published: 2026-09-10T12:25:28Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [React Native](), [AI-assisted coding](), [Large Language Model](), [iOS]() Tags: [agents](), [android](), [apps](), [coding](), [kotlin](), [llms](), [mobile](), [models](), [react-native](), [shopify](), [swift]() ### AI overview Shopify is moving from React Native back to native Swift and Kotlin development after finding that coding agents and LLMs reduce the cost of implementing mobile features separately on each platform. ### Source excerpt Coding agents changed what it costs to build mobile apps twice. Here's why Shopify is moving from React Native back to Swift and Kotlin. ## Tailwind Labs is joining Shopify DevFeed: [Tailwind Labs is joining Shopify]() Original publisher: [Read original article]() Published: 2026-09-09T13:15:00Z Content type: news Language: en Sources: [Tailwind CSS Blog]() Topics: [Web Development](), [modern web development]() Tags: [css](), [framework](), [open-source](), [shopify](), [tailwind](), [user-interfaces]() ### AI overview Tailwind Labs is joining Shopify, which will provide a long-term home for maintaining Tailwind CSS. The team says Tailwind and its other open-source projects will remain MIT-licensed and community-led. ### Source excerpt We're joining Shopify to give Tailwind a stable long-term home where it will be actively maintained for the millions of people who depend on it. ## How River takes security work from a fix to merge DevFeed: [How River takes security work from a fix to merge]() Original publisher: [Read original article]() Author: Erin Son Published: 2026-09-02T16:30:45Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [Vulnerabilities](), [AI Bots]() Tags: [agentic](), [ai-agent](), [autonomous](), [ci](), [security](), [shopify](), [slack](), [vulnerability](), [workflow]() ### AI overview Shopify describes River, an AI agent that manages vulnerability remediation from patch review through merge and verification against the repository head and dependency graph. The article reports a 70% reduction in open dependency issues during the workflow's first 11 days. ### Source excerpt River, Shopify's AI agent in Slack, enables autonomous vulnerability remediation, not just detection. ## The end of credential sprawl for agents DevFeed: [The end of credential sprawl for agents]() Original publisher: [Read original article]() Author: Dima Voytenko Published: 2026-08-25T04:00:00Z Content type: article Language: en Sources: [Vercel News]() Topics: [Vercel](), [Security](), [OAuth](), [OpenID connect (OIDC)](), [Authorization](), [SDKs](), [API](), [pull-requests]() Tags: [agents](), [connectors](), [github](), [oidc](), [pull-requests](), [sdk](), [security](), [shopify]() ### AI overview Vercel Connect is generally available as a way for applications and agents to obtain short-lived, task-scoped credentials at runtime. It supports connectors for services such as Slack, GitHub, Snowflake, Shopify, and OAuth providers, uses deployment OIDC identity for authentication, refreshes tokens automatically, and avoids storing provider secrets in applications. ### Source excerpt Every useful agent reaches beyond your codebase. It posts to Slack, opens pull requests, queries Snowflake, or calls an internal API. That reach is what makes it valuable, and it's also where the risk lives, because for years, granting it meant provisioning a long-lived token and hoping it never leaked. Vercel Connect replaces long-lived tokens with ones your code requests at runtime, scoped to the task and expiring on their own. During the public beta, we've grown the ecosystem past 100 connectors, unified how they work, and added the governance capabilities teams need in production. Today, Vercel Connect is generally available. Vaults don't fix long-lived tokens Managing credentials has become its own workload. Teams write rotation scripts, copy secrets across environments, and share tokens between users. Putting a token in a vault made it harder to steal, but no less dangerous once stolen. It never expires, and no vault limits what a leaked credential can do. Agents compounded the problem by touching more systems with greater autonomy, more often. Yet the tools to contain a secret haven't changed. With Vercel Connect, your app never stores credentials. It requests one: You register a connector once for a provider like Slack, GitHub, Snowflake, Shopify, or your own OAuth service You attach it to the projects and environments that need it Your code requests a token at runtime, and it refreshes automatically Your app has no provider secret to commit by accident Requesting a token doesn't require another secret. Every deployment on Vercel carries an OIDC identity, and the SDK uses it to prove who's asking. What changes when access becomes a request The difference shows up in the properties of the credential: Property Stored token Vercel Connect Lifetime Never expires Short-lived, refreshed automatically Reach Everything the agent could need Scoped to the task in the request Identity One shared bot for every user App or a specific named user Rotation Mint, update copi ## 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 ## Shopify and Vercel are rebuilding Hydrogen for faster storefronts DevFeed: [Shopify and Vercel are rebuilding Hydrogen for faster storefronts]() Original publisher: [Read original article]() Author: Susan Aziz Published: 2026-07-30T04:00:00Z Content type: news Language: en Sources: [Vercel News]() Topics: [Web Development](), [modern web development](), [SDKs]() Tags: [agents](), [api](), [framework](), [javascript](), [next-js](), [open-source](), [shopify](), [skills](), [svelte](), [vercel]() ### AI overview Shopify and Vercel are rebuilding the Hydrogen headless-storefront framework as an open-source, runtime-agnostic project. The new version supports frameworks including Next.js, Nuxt, and Svelte, with built-in type-safe API clients and cart state. ### Source excerpt Shopify and Vercel Open source and runtime agnostic, runs anywhere JavaScript does Skills let agents extend any storefront with a single command Feature development cut from months to a week for retailers like Paige Shopify powers commerce for millions of merchants worldwide, and Hydrogen is its framework for building headless storefronts. The Shopify team is partnering with Vercel to rebuild Hydrogen from the ground up. The new version is open source and runtime agnostic so developers can build with Next.js, Nuxt, Svelte, or any framework they choose. As a result, storefronts that once required custom glue code now ship with best practices built in, from type-safe API clients to cart state in a single import. Read more ## 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. ## Introducing the ChatGPT for small business program DevFeed: [Introducing the ChatGPT for small business program]() Original publisher: [Read original article]() Published: 2026-07-21T17:00:00Z Content type: article Language: en Sources: [OpenAI News]() Topics: [ChatGPT](), [Artificial Intelligence](), [OpenAI](), [OpenAI Academy](), [Prompt Engineering](), [Shopify](), [Slack]() Tags: [accounting](), [agents](), [ai](), [ai-adoption](), [business](), [chatgpt](), [content](), [customer-stories](), [ecommerce](), [events](), [guides](), [openai](), [openai-academy](), [partner](), [partners](), [product](), [resources](), [shopify](), [skills](), [small-business](), [work]() ### AI overview OpenAI launches the ChatGPT for small businesses program, offering training, AI academies, practical guides, workflows, and partner resources to help small businesses become more productive and scale. ### Source excerpt OpenAI launches the ChatGPT for Small Businesses program, helping entrepreneurs build AI skills, automate work, and grow with ChatGPT Work. ## Pushing software engineering limits with "napkin math" DevFeed: [Pushing software engineering limits with "napkin math"]() Original publisher: [Read original article]() Author: Gergely Orosz Published: 2026-07-21T16:52:07Z Content type: article Language: en Sources: [The Pragmatic Engineer]() Topics: [Software Engineering](), [Development](), [cloud-infrastructure](), [Databases](), [AI Development](), [cursor](), [Shopify]() Tags: [ai](), [ai-engineer](), [build](), [cursor](), [engineering](), [programming](), [shopify](), [software](), [software-engineering]() ### AI overview The article examines Simon Eskildsen's approach to software engineering, including algorithmic programming, long-term infrastructure work at Shopify, and "napkin math" for estimating compute and data-transfer limits. It also discusses turbopuffer's origins, Cursor as an early customer, and considerations around venture-capital funding. ### Source excerpt Turbopuffer cofounder Simon Eskildsen on the benefits of longer tenure, using first principles to build durable software - and why founders should be cautious when raising VC money ## Engineering quality compounds DevFeed: [Engineering quality compounds]() Original publisher: [Read original article]() Author: Mike Shaver, Avery Pennarun Published: 2026-07-21T13:00:00Z Content type: news Language: en Sources: [Blog on Tailscale]() Topics: [engineering-leadership](), [Architecture & Design](), [Firefox](), [systems](), [JIT](), [Linux](), [JavaScript](), [Security](), [Shopify]() Tags: [developer](), [engineering](), [engineering-leadership](), [firefox](), [javascript](), [jit](), [linux](), [news](), [platform](), [security](), [shopify](), [systems]() ### AI overview Mike Shaver joins Tailscale as VP of Engineering, bringing experience in platform engineering, Firefox, Facebook's mobile transition, security products, systems programming, and edge infrastructure. The article frames his role around scaling engineering quality while keeping Tailscale's product reliable, useful, and understandable. ### Source excerpt Mike Shaver joins Tailscale to scale engineering quality. ## 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 ## Inside Shopify Hack Days: Building a prototype for music-playing pages DevFeed: [Inside Shopify Hack Days: Building a prototype for music-playing pages]() Original publisher: [Read original article]() Author: Justin Henricks Published: 2026-07-14T13:55:57Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [glsl](), [real-time](), [App](), [Web](), [API](), [Template]() Tags: [3d](), [api](), [app](), [audio](), [generation](), [glsl](), [hackathon](), [interactive-3d](), [real-time](), [shopify](), [web]() ### AI overview Shopify's Hack Days team built a prototype for music-playing product pages in three days. The project combined a Shopify app, audio playback, per-track purchasing, GLSL visualizers driven by real-time audio, synced lyrics, and tour-date information. ### Source excerpt How a Hack Days team built a music player, custom GLSL visualizers, and an artist toolkit for storefronts, all in three days. ## 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. ## Vercel and Shopify are rebuilding Hydrogen DevFeed: [Vercel and Shopify are rebuilding Hydrogen]() Original publisher: [Read original article]() Author: Amelia Charles Published: 2026-06-30T04:00:00Z Content type: news Language: en Sources: [Vercel News]() Topics: [modern web development](), [SDKs](), [Web Development]() Tags: [api](), [cdn](), [javascript](), [next-js](), [open-source](), [react](), [shopify](), [svelte](), [vercel]() ### AI overview Vercel and Shopify are rebuilding Hydrogen as an open-source, runtime-agnostic toolkit for headless storefronts. It centralizes Shopify API utilities, cart state, and server-side integrations while supporting frameworks including React, Next.js, Nuxt, and Svelte. ### Source excerpt Hydrogen made headless storefronts easy to ship, but not portable. At Vercel Ship 26 in New York, we announced that we are working with Shopify to rebuild it from the ground up, a shared bet on a more open web. The new version is open source and runtime agnostic, meaning it can run anywhere JavaScript does. You can build with Svelte, Nuxt, Next.js or even bring your own custom framework. Our strategy includes three layers: core, client and server. The core Core is the JavaScript we all used to write for the Shopify API, and never shared. Now it lives in one place. Take formatMoney. The open web already solved most of this with Intl.NumberFormat. But the Shopify API doesn't hand you a number. It responds with a custom type, MoneyV2, and the amount is a signed decimal number serialized as a string. The result is the same, but you're not writing or maintaining the glue code anymore. When the API changes, the upgrade is trivial. Centralize the core and you fix each bug once, ship improvements to everyone, and get back to building. The client Rendering what the core returns involves the same repeated decisions. Cart state is the obvious one. Anyone who's built a commerce app has written a version of this. Different code every time, all chasing the same things. With Hydrogen, the client layer now handles the cart. State management becomes one import. Centralize this and you get the best practices for free, so you can spend your time on the parts that are actually yours to build. It's available for React today on the Hydrogen preview branch, with more frameworks coming. The server Developers need full-stack access to build storefronts that scale without sacrificing performance. Static content should serve instantly from a CDN while dynamic data like inventory streams in. The open-source community solved this with frameworks like Next.js, Nuxt, and SvelteKit: full-stack capabilities with no lock-in to a proprietary runtime. Say your storefront caches product queries with on ## Clustering billions of products for agentic commerce with Catalog API DevFeed: [Clustering billions of products for agentic commerce with Catalog API]() Original publisher: [Read original article]() Author: Mariya Mansurova Published: 2026-06-17T16:54:51Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [AI search](), [AI Bots](), [SDKs]() Tags: [agentic](), [agents](), [ai](), [api](), [data](), [developers](), [llm](), [products](), [search](), [shopify]() ### AI overview Shopify describes an LLM-powered product-clustering pipeline that reconciles differently structured merchant listings into universal product groups for AI-agent search through the Catalog API. ### Source excerpt Building an LLM-powered pipeline to match product listings across millions of merchants into a unified catalog that AI agents can search. ## Teaching Sidekick to say no: automated data curation with LLM judge consensus DevFeed: [Teaching Sidekick to say no: automated data curation with LLM judge consensus]() Original publisher: [Read original article]() Author: Shuang Xie Published: 2026-06-15T19:30:00Z Content type: article Language: en Sources: [Shopify Engineering](), [Shopify Engineering - Shopify Engineering]() Topics: [data](), [Large Language Model](), [Fine-tuning](), [AI Development](), [foundation-models](), [Training AI Models](), [Artificial Intelligence](), [Open Source Models & Datasets](), [Open Source]() Tags: [agentic](), [ai](), [analysis](), [customer](), [data](), [feature-engineering](), [fine-tuning](), [llm](), [open-source](), [shopify](), [training]() ### AI overview Shopify Engineering describes how Sidekick's production training data failed to teach refusal behavior because it contained only successful merchant queries. The article presents automated data curation using consensus among LLM judges to identify blind spots and improve an AI assistant built from an outer planner and specialized skill models. ### Source excerpt Production training data only captures successful queries; it can't teach a model when to say no. We built an automated curation pipeline using LLM judge consensus to close that gap. ## 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 [Next page]()