Evaluate workflow changes with datasets and experiments, read clearer node summaries, and connect new tools for meetings, operations, and more.
Highlights
Evaluate workflows with repeatable test cases
Build a dataset, attach evaluators, and run an experiment against a workflow version. Review scores alongside each input, expected answer, and actual output to see where changes improve quality and where they introduce regressions.
Understand your workflow at a glance
Redesigned LLM nodes put the model up front and group tools, knowledge, and MCP servers in one row. Code, Files, Audio, Search Tables, and Text-to-SQL nodes also summarize their configuration directly on the canvas.
New Integrations & Actions
Granola: Pull meeting notes, transcripts, and attendees, trigger workflows the moment a new note lands, and index your meetings into knowledge bases.
Smartsheet: Create and manage sheets, rows, columns, and folders.
YouSign: Send documents for e-signature, track every signer, and download the signed result.
Marqeta: Issue cards, manage users, and list transactions.
AppsFlyer: Pull performance reports, export raw in-app events, and send server-to-server events.
Celigo: List your integration flows, run them, and check on their runs.
Aha!: Create and update features and ideas, and react when a feature changes.
Formbricks: Create surveys and collect their responses.
Featurebase: Create feedback posts and changelog entries, and update post statuses.
Infor SyteLine: Look up customers, items, stock availability, and pricing in your ERP.
OSV.dev: Check packages, commits, and versions against the open-source vulnerability database.
Baseten and Modular: Two more places to run your models.
Gemini 3.7 Flash, Grok 4.5, and Grok 4.6: New picks in the model list.
Gmail: Create drafts and forward, label, archive, or trash emails; Send & Wait for Response now supports HTML message bodies.
Google Calendar: Respond to invitations and set event colors.
Slack: Join and leave channels, and schedule messages for later.
Outlook: Set a Reply-To on outgoing email, reply from shared mailboxes, use wildcards in send allowlists, and search by typing category names.
Microsoft Teams: Filter Get Channel messages by date range.
NetSuite: Find purchase orders by name or SKU, search any record type, and read custom fields.
Workday: Rebuilt connection setup, smoother pagination, and clearer errors.
Google Drive: Create File can convert uploads straight into Google Docs, Sheets, or Slides.
HashiCorp Vault: Connect to self-hosted Vault using your own CA bundle.
StackAI: New Video to Text action: point it at a video URL and get a transcript back, timestamps optional.
StackAI MCP: The MCP server can now serve resources, not just tools.
Improvements
Inline images in Microsoft Teams
Bot replies render images as rich cards and preserve the order of text and pictures.
More steps for browser tasks
Browser agents support up to 120 steps per task, with a default of 30.
Split files into a set number of parts
Choose the number of parts in the Split Files node to divide a batch evenly across downstream work.
Citations across sub-workflows
Citations pass through the Project node (beta) and the Read Knowledge Base File action, preserving sources in downstream answers.
Bug Fixes
Expressions: Two dozen node outputs that had gone missing from the expression picker are back.
Builder edits: Quick tab switches and background refreshes no longer lose your latest changes.
Workflow duplication: Duplicating a workflow no longer auto-publishes the copy.
Triggers: Testing a trigger no longer disconnects the published version.
Slack: File uploads in a thread now fire the app-mention trigger.
SharePoint: The file trigger remembers what it has already processed for 30 days, so nothing gets handled twice.
SharePoint: List Folder now handles folders with up to 50,000 items.
Outlook: Emails attached to a bounce or a forward can now be read.
Salesforce: Organizations using External Client Apps can now connect by entering their domain.
Azure SQL: Failed queries now show the actual database error instead of a vague one.
Egnyte: Connections refresh their tokens instead of silently expiring.
Speech to Text: Long recordings no longer time out mid-transcription.
Published chat: The connect-account card now shows up on published interfaces.
Custom Actions: AI refinements now edit the draft you're looking at, not an older one.
Node errors: Error messages can now be selected and copied.
Node names: Duplicated nodes get distinct names instead of confusing look-alikes.
Run details: Sidebar content no longer clips offscreen.
Run panel: Stays visible while you have node results open.
Google Sheets: Column descriptions now match your columns regardless of letter case.
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