Mid-October Product Update

Keep edits in one shared draft, use new models and structured outputs, schedule with advanced cron, and connect more of your tools.

Highlights

Autosave and version history in every editor

Workflow, Agent Builder, and Interface now save through one shared draft engine. Save failures and conflicting edits are visible, and publishing uses the exact draft revision you confirmed. Open version history from each tab, including Interface, and review interface changes before publishing.

Review the current Interface draft and its version history.

New models and structured outputs

Claude Haiku 5.5 is available on Anthropic and AWS Bedrock, and JSON Schema output works across the Claude 5.5 models on both providers. Choose a model, define the fields you need, and return structured data to the rest of your workflow. Gemini 4 Argon also joins the model picker, and GPT Image 2 is available in the Image-to-Image action.

Define the required fields in the fullscreen JSON Schema editor.

Schedule runs with advanced cron

Scheduled Execution now supports advanced cron frequencies. Set a cron expression and timezone, then review the upcoming runs before publishing. For example, 0 9 * * 1-5 schedules a run at 9 AM every weekday in the selected timezone.

Preview upcoming runs in the timezone your team uses.

More ways to connect your tools

New integrations cover support, security, analytics, HR, data operations, and more. Chatwoot brings contacts, conversations, messages, and assignments into workflows. Google Drive now supports a service-account connection alongside user OAuth. The walkthrough below shows where to configure both connections.

Choose Google Drive OAuth or a service-account connection.

New Integrations & Actions

• Akeyless and Keeper: Manage secrets with Akeyless and Keeper Secrets Manager, and provision users through Keeper SCIM.

• Budibase and Baserow: Work with application data: Budibase adds row actions, table listing, and automation triggers; Baserow adds database, table, field, and row management.

• Bugsnag and Chatwoot: Work with projects, errors, events, statuses, and comments in Bugsnag; manage contacts, conversations, messages, and assignments in Chatwoot.

• Jamf Pro and Iru (formerly Kandji): Connect Apple device management to your workflows.

• Linkup, Tako, and Subconscious: Add web search with Linkup, knowledge search and grounded answers with Tako, and hosted reasoning with Subconscious.

• Heap, Iterable, Segment, FullStory, and Pendo: Connect product analytics and customer engagement tools to your workflows.

• HiBob, Gusto, Factorial, Remote.com, and Rippling: Bring HR and workforce operations into your workflows.

• Adyen: Charge saved payment methods and capture payments.

• dbt Cloud, Fivetran, Matillion, Boomi, UiPath Orchestrator, and Tray.io: Connect data pipelines and automation platforms, including Tray.io webhook triggers.

• FireHydrant, Zenduty, and StatusCake: Connect incident response and service monitoring tools.

• Gladia: Transcribe audio with Gladia.

• ServiceM8, Canny, Eventbrite, and MRI Software: Connect field service operations, customer feedback, events, and real-estate data.

• Bouncer, Kanban Tool, Elorus, Testiny, and TimeCamp: New connections for email verification, task boards, business administration, testing, and time tracking.

• TeamDynamix: Load TeamDynamix articles directly into a knowledge base.

• Google Drive: Connect through a Google service account alongside the existing OAuth option.

• Azure SQL: Export query results directly to a file.

• HubSpot: Update deals and objects with the new Update Deal and Update Object actions.

• GitHub and Azure DevOps: Approve GitHub pull requests, and use new Azure DevOps pull request actions and triggers.

• Egnyte: Start a workflow when a new file arrives.

• Zoho Desk and WholeScripts: Search Zoho Desk knowledge-base articles and submit WholeScripts orders.

• Salesforce, Coupa, and QuickBooks MCP: Connect using StackAI-managed OAuth without registering your own app.

• Custom MCP connections: Set a custom header name for API-key authentication.

Improvements

Navigate runs and edit expressions faster

Click a step in run progress to jump to its node on the canvas. Click a variable pill to open that variable in the expression editor. Node renaming is easier, and custom actions are available in the classic sidebar.

Clearer model and connection settings

Auto model explanations have a refreshed layout. Connection settings show clearer access labels and the health of the selected connection.

Updated Browser Navigation

Browser Navigation defaults to Sonnet 5.5, supports Haiku 5.5 as the non-premium option, and lets you choose the model. Sonnet 5 and 5.5 use Anthropic’s browser toolset by default, and browser screenshots are sharper.

Stop a chat run from the composer

Use the Stop button in the chat composer to stop an active response.

Run counts focus on production usage

Usage and analytics run counts now exclude evaluation runs. Totals may be lower even when production traffic is unchanged. Cache statistics are available through a toggle in the analytics menu.

Export analytics to Excel more reliably

CSV exports truncate values that exceed Excel’s per-cell character limit.

More flexible MCP discovery

The projects_list tool supports filters, and the new folders_list tool lists folders.

More consistent API and self-hosted behavior

V2 API Location headers are standardized, Bearer authentication is case-insensitive, and malformed organization API keys are rejected early. Self-hosted connector validation now respects PRIVATE_NETWORK_ALLOWLIST.

Bug Fixes

• Autosave and expressions: Form edits stay in place while autosave is running, and the expression panel stays open while you edit.

• Knowledge-base deletions: Retrieval excludes chunks from files that are no longer in the knowledge base, and an upsert no longer restores a deleted file.

• Pinned-node branches: A pinned node that succeeds no longer sends the run down its failure branch.

• Large code outputs: Code-generated output files over 30 MiB now produce an explicit error instead of silently disappearing.

• Useful failure messages: Failed runs report the underlying failure reason, and failed workflow imports and draft loads show clearer errors.

• Approval cards: Human-in-the-loop tool cards appear in chat even when the agent response is not streaming.

• Conversation memory: Turns save atomically so concurrent runs do not interleave. Expired image links are skipped before they reach the model.

• Bedrock tool loops: Tool-loop history is cached correctly.

• Connections and sessions: Legacy Fernet-encrypted connections migrate correctly, and sessions recover after a JWT secret rotation.

• SharePoint and OneNote: SharePoint connections work with Excel actions. OneNote section lookups handle large notebooks more reliably and support filtering by name.

• Firecrawl, Notion, and Zoom: Firecrawl uses v2 request formats, Notion accepts updated URL formats, and transcript searches no longer silently skip Zoom meetings.

• Asana: Remove a task’s parent, receive clearer validation for empty task and section names, and list portfolio memberships without a user filter.

• Text to Audio: Voice failures are resolved, and outputs are returned as playable MP3 links.

• Organization boundaries: Environment bindings, environment-variable resolution, and local embedding connections are correctly scoped to the organization.