> For the complete documentation index, see [llms.txt](https://docs.jetadmin.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.jetadmin.io/whats-new-updates/readme.md). # What’s New Product highlights, development previews, and documentation updates from Jet Admin. Explore the latest features and improvements in Jet Admin. {% updates format="full" %} {% update date="2026-09-29" %} ## Refine your app’s design and build with a clearer plan September 2026 · AI App Builder preview & platform improvements This week’s builder updates make visual editing easier, help the assistant plan around your connected data, and keep your chosen design consistent as your app evolves. Templates load faster, and file imports and assistant responses are more reliable. ### 🎨 Preview: edit several elements before saving Make adjustments across multiple elements, then apply them together with **Save Changes**. Use the eye button to hide selection outlines and see how your borders and other styling will look in the app. The **Elements Tree** is back in the element editor. Browse and select parent or child elements to reach the exact part of a component you want to change. ![Elements Tree in the element editor](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FNkRtb3oqbwkWKF3OFPrY%2Fsept29-elements-tree.jpg?alt=media) ### 🗺️ Preview: connect your data before planning When you ask the assistant to build an app around an existing resource, the updated flow helps it request access and inspect the data structure before preparing a plan. Review the proposed app and confirm before generation starts. Planning and generation now follow separate steps, improving consistency around resource access and plan confirmation. The preview waits until the initial generation finishes. ![Assistant requesting a Firebase connection before planning the app](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2F9BAM55KrqOY56rTy1m7Q%2Fsept29-connect-resource.jpg?alt=media) ### ✨ Preview: keep your chosen design as you build Your selected design now stays with the app and guides later requests, helping new pages and edits follow the same visual style. The design picker also includes more starting styles. ![Design picker with app design options](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FLGJ6G0sR1D3K0jFo7qXw%2Fsept29-designs.jpg?alt=media) The default Jet design has been refined to produce layouts closer to the familiar Jet Admin style. Updated guidance also improves the appearance of generated controls, including date pickers, sliders, and select menus. ![Task Tracker app using the refined default Jet design](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FbhqucOpQ00Pgn3ApMR41%2Fsept29-jet-theme.jpg?alt=media) ### ⚡ Get started faster with templates Applying a template now copies its files concurrently, reducing the wait before setup completes. Preview startup has also been optimized so you can reach your app sooner. The assistant is better at finding CSV files attached in earlier messages and using bulk import instead of creating records one by one. [Explore the AI App Builder](https://docs.jetadmin.io/ai-app-builder/overview). ### 🛠️ Fixes and refinements * **Assistant progress:** improved real-time updates during tool calls so long-running tasks are easier to follow. * **File search and edits:** fixed searches with folder or file filters returning no results, and fixed errors when the assistant removes text with a replace operation. * **Element editing:** improved detection of an element’s location in source code. Opening an element’s file now works even when no other files are open. * **Sliders:** fixed values continuing to change after releasing the mouse over an embedded frame. * **App generation:** reduced unnecessary checks for files and workflows in empty projects before generation starts. * **Template gallery:** the demo page now shows current templates instead of outdated demo apps. * **Project management:** deleting a project is faster when you have many projects. * **Free plan email controls:** custom built-in email templates are disabled on the Free plan, and the **Send email** action is limited to one email per minute. * **Disabled and deleted projects:** requests are blocked consistently across backend services, workflows, sync, and the Data API. {% endupdate %} {% update date="2026-09-22" %} ## Edit your app visually and bring data into the builder September 2026 · AI App Builder preview & platform improvements This week’s builder preview gives you more control over individual elements and makes it easier to start with your own files. Import data through the assistant, review the results, and stop unused previews when you need to free a preview slot. ### 🎨 Preview: fine-tune elements directly in your app Select an element in the preview to open its style editor. Adjust backgrounds, including gradients, borders, corner radius, shadows, opacity, and spacing. Text elements also show typography controls. Preview your adjustments before committing them. **Discard** cancels your pending edits, while **Save Changes** asks the assistant to apply them to your app’s source code so they persist after reloading. You can also describe changes to the selected element in chat. Static text can be edited directly; for text generated from variables, use the assistant to update the underlying content. ![Element style editor](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FGRilrSD5NPa8UhLK2G6T%2Felement-editor.webp?alt=media) ### 📎 Preview: start your app with files Attach files to your initial prompt before creating an app. Bring a CSV with your starting data or add supporting documents and images alongside your description. Attachments appear in the prompt box, where you can remove files before starting generation. ![Files attached to the initial app prompt](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2F9pWaYPY4RbE6nEZF6oCj%2Fprompt-attachments.webp?alt=media) ### 📥 Preview: import data with automatic field mapping Ask the assistant to import a CSV into Jet Tables. The new import tool processes the file in bulk, reducing the need for the assistant to create records one at a time. The assistant can inspect the file’s columns and map them to fields in an existing collection, even when their names differ. Action details show the mapping, created records, and any import errors so you can review the result. Manual import remains available in the Data workspace. ![Import action showing field mapping and results](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FFBA1Ao7I0EUPss7Tizhh%2Fcollection-import.webp?alt=media) ### ⏹️ Preview: stop previews you’re no longer using If you reach the simultaneous preview limit, open an unused preview’s menu and select **Stop Preview**. This frees a slot so you can continue working in another app without waiting for the preview to stop on its own. **Restart Preview** is available in the same menu. ![Stop Preview and Restart Preview controls](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FmTJQ75llD1OUpcR5NzQs%2Fstop-preview.webp?alt=media) [Explore the AI App Builder](https://docs.jetadmin.io/ai-app-builder/overview). ### 🛠️ Fixes and refinements * **New app styling:** fixed spacing and styling issues affecting newly generated apps. * **Google Sheets:** fixed an error when retrieving the structure of a newly connected resource. * **App imports:** preview waits for the import to finish before starting. * **Build reliability:** fixed handling of Unicode characters in build output and corrected cases where the assistant used an invalid build command. * **API documentation:** fixed excess blank space on large screens and updated documentation links. * **Assistant timeouts:** deployed a fix for recurring request timeouts. We’re continuing to monitor the issue. * **Free project limits:** corrected daily app-creation limits to include projects switched to the Free plan. {% endupdate %} {% update date="2026-09-15" %} ## Lovable imports, design selection, and authentication across environments September 2026 · AI App Builder preview & platform improvements This week’s preview introduces new ways to bring an app into Jet Admin and choose its design before generation. Platform updates also improve authentication across environments and address issues with filtering, version history, and data editing. ### 📦 Preview: import a Lovable app Upload an app archive and let the assistant adapt the project for Jet Admin. The import flow identifies a Lovable project, updates the files needed for compatibility, and attempts to run the app. The initial flow has been tested with Lovable projects. Imports from other builders and migration of more complex data connections still need validation. ![App archive selected in the Import App dialog](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FBqpHMEnXQ8o5zkD3LCbZ%2Fseptember-15-import.png?alt=media) ### 🎨 Preview: choose a design before building Select a design alongside your prompt to guide the app’s appearance from the first generation. You can also start from a template’s design and describe a different app, rather than using the entire template. This goes beyond changing theme colors after an app is created: the selected design can guide layouts, components, and imagery. The design selector and its template options are still in development. ![Design selector beside the app-generation prompt](https://250870895-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8xy7P3kSppSd57K7pcpL%2Fuploads%2FUIELLj7xe5gZebwAFYVc%2Fseptember-15-design.png?alt=media) ### ⚡ Preview: more focused AI edits The assistant can find relevant files and update specific sections without rewriting an entire file. This is intended to reduce the time spent on small changes and fixes across an existing app. The benefit depends on the task; generating new files still requires writing their contents. [Explore the AI App Builder](https://docs.jetadmin.io/ai-app-builder/overview). ### 🔐 Test authentication in different environments Sign-in and sign-up flows can now use the selected non-production environment instead of always using production. This supports testing separate authentication configurations, including SSO and external authentication. An optional shared key lets you reference corresponding authentication configurations by the same name in development and production, so queries and components do not need separate configuration IDs. ### 🛠️ Fixes and refinements * **SDK filtering:** fixed collection requests that ignored filters passed to `collection.list()`. * **Version history:** fixed an issue that could leave a revert stuck after an earlier attempt failed. * **Duplicate records:** optional fields containing values remain visible when duplicating a record. * **Resource search:** fixed the Create Resource dialog changing width while searching. * **Template previews:** apps created from a template retain its preview image. * **Assistant details:** improved code display in tool-call popups. {% endupdate %} {% update date="2026-09-08" %} ## Start with a template and take control of your app’s changes September 2026 · AI App Builder · Development preview This month’s builder updates focus on getting your app started and refining it as you go. Choose a template, adjust its appearance, and review changes before keeping them. ### 🧩 Start from a template Choose a starting template and build on its app structure. Updates to the generation flow help the assistant request a data connection and use the resource you’ve connected.
Template selection

Template selection

HR Management template preview

HR Management template preview

### 🎨 Adjust your app’s appearance Use the theme editor to customize your app’s appearance as you build.
Theme editor

Theme editor

### 🕓 Review changes before keeping them Inspect uncommitted changes in version history, create a saved version, or discard edits you don’t want to keep. This gives you a clearer point to review the work before continuing. {% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% update date="2026-08-25" %} ## A more flexible builder that helps you keep working August 2026 · AI App Builder · Development preview The Jet Builder v3 beta work brings a responsive layout, a dark theme, and improvements to reconnecting and recovering your work. Navigation and workflow visibility are also getting more attention. ### 📱 Build across screen sizes Use the responsive builder layout on smaller screens and switch to a dark theme. The responsive layout is an initial version.
Builder dark theme

Builder dark theme

Builder on mobile

Builder on mobile

### 🔄 Reconnect and recover your session Reconnect to the builder after an interruption and restore execution state after a reload. Tool results remain available in the conversation, and errors can be reviewed in chat. ### 🧭 Navigate your app and workflows Move between routes in the preview, inspect version changes, and open the workflows list from the builder. Workflow logs give you more context when reviewing a run. ### 💳 See your remaining credits See the credits left while you build and access billing and upgrade options from the builder. {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% update date="2026-07-28" %} ## Build connected apps and review them before publishing July 2026 · AI App Builder · Development preview July’s Jet Builder v3 work connects the app-building experience with data, permissions, and automation. Preview your pages, review the assistant’s prompts, and prepare your app for publishing. ### 👀 Preview the page you’re working on Select a page in the builder and inspect it in preview. Review the result as you refine the app, then use the publishing flow when it is ready to share.
App page selection

App page selection

Publish controls

Publish controls

### 🔐 Work with users and permissions Use the assistant to work with users, teams, and their properties. Configure collection and action permissions as part of the app’s setup. ### ⚙️ Connect data and automation Bring synced resources into the building flow and work with functions and triggers through the assistant. ### ✅ Review the assistant’s next step Confirmation prompts give you a point to review the assistant’s proposed action. Updated app navigation and user settings make it easier to move around the builder. {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% update date="2026-06-30" %} ## Connect more tools and see what changed in your project June 2026 · Integrations & Governance June’s updates expand the tools you can connect and the project activity you can review. Action forms also make inputs easier to understand and configure. ### 🔎 Track more project activity Audit logs cover changes to users and groups, resources, agents, workflows, environments, and project settings. Use the activity history when investigating how a project changed.
Project activity trail

Project activity trail

### 🔌 Connect more of your tools New MCP connections include Apify, Ahrefs, Confluence, Webflow, and Exa. Jet-managed resources also add Mapbox, Apollo, Brandfetch, Exa, FullEnrich, and Reducto. MCP connections and Jet-managed resources are separate connection options. Check the relevant integration guide for setup and billing details. ### 🎛️ Configure action inputs with more clarity See field descriptions alongside inputs, enable optional fields, and explicitly send a null value. Structured array and object parameters are displayed as fields for supported MCP actions. ### 💬 Respond to the assistant more easily Suggested response options help you answer assistant questions. Updated message formatting makes quotes, tables, and tool responses easier to read. Jira triggers are also included in the integration updates. {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% update date="2026-05-27" %} ## Give your agents more knowledge and more ways to work May 2026 · AI Agents & Workflows Bring agents into your existing tools, give them relevant knowledge, and connect their work to changes in your data. May also adds skills, Python execution, and conversation file previews. ### 📬 Use agents through email and MCP clients Give an agent an email address or connect it to an MCP-compatible client. An “Ask Agent” workflow step can send its reply back to an external channel.
Connect an agent to an MCP client

Connect an agent to an MCP client

### 📚 Add knowledge from websites and text Import website content into a library or paste text from your clipboard. Keyword search complements AI Search, and resource tools show their sync status. ### 🛠️ Add skills and run Python Give agents additional capabilities with Agent Skills. Python support in Execute Code adds another way to process information during a task. ### 📄 Preview files in the conversation Open previews of PDFs, Word documents, spreadsheets, and HTML files directly in the conversation to review the result in context.
Spreadsheet preview in an agent conversation

Spreadsheet preview in an agent conversation

### ⚡ Run workflows when your data changes Use resource triggers to start workflows when connected records change. Resources with trigger support can also use automatic real-time sync, with updates for Attio, Asana, HubSpot, and Intercom. {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% update date="2026-04-21" %} ## Keep an eye on credits and use agents on mobile April 2026 · AI Agents April’s updates make agent usage easier to follow and improve the experience on smaller screens. ### 💳 See your agent’s balance Check the current balance on the agent page and choose a credit tier in billing. ### 📱 Use agents on the go Updated mobile layouts cover agent onboarding, conversations, billing, usage, and connecting resources.
Agent onboarding on mobile

Agent onboarding on mobile

Agent conversation on mobile

Agent conversation on mobile

{% content-ref url="" %} {% endcontent-ref %} {% endupdate %} {% endupdates %} ## Documentation updates ### 15 September 2026: AI-first guide structure The guides now start with building an app using Prompt Assistant. Added focused articles for prompts, data connections, safe testing, publishing, agent setup, and governance. Classic App Builder remains available for existing drag-and-drop projects. ### 14 September 2026: Migration guides Added [Migrating a project to Jet Admin](https://docs.jetadmin.io/getting-started/migrating-a-project), with guides for [Salesforce](https://docs.jetadmin.io/getting-started/migrating-a-project/salesforce), [HubSpot](https://docs.jetadmin.io/getting-started/migrating-a-project/hubspot), [Shopify](https://docs.jetadmin.io/getting-started/migrating-a-project/shopify), [Stripe](https://docs.jetadmin.io/getting-started/migrating-a-project/stripe), and [Airtable](https://docs.jetadmin.io/getting-started/migrating-a-project/airtable). The guides cover connection setup, direct and sync modes, prerequisites, and troubleshooting. The overview explains data blending and its read-only limits. We also revised the articles for clarity and restored their links back to the overview. ## Product release archive These entries summarize previously published announcements. See the [product changelog](https://feedback.jetadmin.io/changelog) for the archive. ### 13 February 2024: SmartSuite, GPT-4, and confirmation dialogs Added a SmartSuite integration for building internal and customer-facing apps. The OpenAI integration added GPT-4 support, and actions gained customizable confirmation dialogs. [Read the announcement](https://jetadmin.canny.io/changelog/new-in-jet-admin-smartsuite-gpt4-confirmation-dialogs-and-more). ### 30 January 2024: Figma import The Figma to Jet plugin imports Figma designs as Jet Admin components. You can add interactions, connect data, and publish the app. [Read the announcement](https://jetadmin.canny.io/changelog/design-in-figma-launch-in-jet-admin). ### 17 January 2024: Component Designer Introduced Component Designer for custom components, including states, styling, event handling, and data connections. [Read the announcement](https://jetadmin.canny.io/changelog/pixel-perfect-apps-component-designer). --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.jetadmin.io/whats-new-updates/readme.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.