New features and improvements shipped every week.
Approve actions faster with bulk actions, AI-generated previews, and a stacked card design.
Approve all pending actions in one click instead of going through them one by one
Each approval card now shows an AI-generated preview of what the agent is about to do, so you know exactly what you're approving
Pending approvals stack with a 3D depth effect so you can see how many are queued up
A smarter prompt box that helps you get started with animated suggestions.
The prompt box now shows animated placeholder suggestions with integration icons to help you get started
More visibility into runs, team invites, and faster agent wake-ups.
Run details now show a step-by-step breakdown of everything that happened
Download the actual files your agent produced during a run
Invite members from your organization directly into your workspace
Granola integration is live
When a tool connection fails, you see the actual error instead of a generic failure message
Agents hibernate instead of shutting down, so they wake up much faster when you come back
Two new node types let your workflows tap into AI reasoning and your knowledge base directly.
New AI Node that runs AI-powered processing, summarization, extraction, or classification inside any workflow node
New RAG Node that retrieves relevant context from your uploaded documents and knowledge bases
RAG automatically chunks large files, generates embeddings, and stores them in a vector index so queries return only the most relevant passages, even across hundreds of pages
Supports PDFs, Word docs, CSVs, and plain text with overlapping chunks to preserve context across section boundaries
Give your agents specialized knowledge with Skills, build agents entirely through conversation, and enjoy a smoother experience.
Upload markdown skill files to give agents specialized knowledge, instructions, or playbooks — with preview and raw viewing modes
Upload files directly to your agent during chat conversations for processing
Building and testing agents now happens through natural chat messages instead of separate buttons — the entire agent creation feels like a conversation
Redesigned home page with a clean centered layout and collapsible sidebar
Action nodes in test runs now pause before executing, giving you full control to approve or reject each action
Agents automatically recover from inactive sandbox states — conversations always work, even after extended breaks
Browser notifications alert you when agent builds complete
Higher character limits in the prompt input box for longer, more detailed agent instructions
Clearer thought labels show what your agent is doing (e.g., "Searching Web", "Fetching Page")
New animated sandbox setup loader while your agent's environment initializes
Switch between agent versions, copy Agent IDs for debugging, and enjoy real-time schedule updates.
New version selector lets you switch between agent versions and restore previous configurations - managing agents →
Edit live agents without breaking them - changes are saved as a new draft until you're ready to publish
Copy Agent IDs directly from the agent page header for easier debugging and API integration
Schedule changes sync instantly across all your open tabs - no more refreshing to see updates - scheduling guide →
Your agents now catch configuration errors before they happen, with automatic validation of integration tools.
Automatic tool validation prevents errors by checking that all referenced integrations exist before building - learn about integrations →
Clearer error messages show you exactly which tools are available when something goes wrong
Trigger configurations now support custom input schemas for more flexible automation - trigger guide →
Request access to workspaces with a single click, and use slash commands for faster navigation.
Request access to workspaces you don't have permission to view - workspace owners get notified instantly - workspaces guide →
New slash commands let you quickly navigate and take actions without leaving your keyboard - keyboard shortcuts →
See who's requesting access to your workspace with names instead of cryptic IDs
Chat with your agents from Slack DMs, and get deeper visibility into how your agents run.
Sync Slack DM threads with your workspace - chat with agents directly from Slack - Slack integration →
See a thinking indicator while your agent processes messages from Slack
Rich Block Kit messages make agent responses more interactive and easier to read
Filter runs by Test vs Live to quickly find what you're looking for - managing runs →
Live badge shows which runs are currently executing in real-time
View detailed input and output data for each node in your workflow
Developer mode shows the Python code behind each workflow node - developer tools →
Copy workflow code and resize the code panel to fit your screen
Download debug JSON for troubleshooting complex workflows
Trigger your agents automatically when events happen in your connected apps.
Set up integration triggers to run agents when events happen in Slack, HubSpot, and more - trigger guide →
Configure trigger settings with a new dynamic form that adapts to each integration
Credentials are now locked when your agent goes live, preventing accidental disconnections - credentials guide →
Integration logos appear in color throughout the app for easier recognition
Major improvements to the agent building experience with enhanced auto-scroll, redesigned action cards, and a smoother setup wizard.
Enhanced auto-scroll behavior in the AI assistant panel for a more natural conversation flow
Redesigned action cards with clearer visual hierarchy and better touch targets
Improved setup wizard flow with progress indicators and contextual help - quickstart guide →
New ways to visualize and manage your agents with Kanban boards and intelligent workflow layouts.
New Kanban board view for the agents listing page with drag-and-drop support - managing agents →
Intelligent node positioning for hierarchical workflow visualizations - workflow viewer →
Integration toolkit logos now display on workflow nodes
Agent runs pagination with status filtering - managing runs →
Scheduled triggers visible directly in the workflow viewer
Financial modeling prompts now include state-driven context
Visual feedback when AI edits your spreadsheets and improved workspace management.
Beautiful shimmer animation shows when AI is actively editing spreadsheets
User worksheets now open as tabs instead of side panels - worksheets guide →
New invite code system for controlled onboarding
Enhanced workflow viewer with better node positioning and integration display
Redesigned integration connection flow with spotlight overlay - connecting integrations →
Login button added to marketing website header
Improved integration management and new starter templates.
Click-to-scroll, hover highlighting, and auto-expand for toolkits in connection panel
Action message history for Build, Test, and Connect actions
10 new agent templates for common automation patterns - browse templates →
Vector & PostHog analytics integration
New technical blog post: Computer Use vs Tool Use in agentic AI
Flexible data management with auto-created worksheets and full user worksheet support.
Auto-creation of worksheets with full user worksheet support - worksheets guide →
New dedicated password reset page
Beautiful error page with shader animations and streaming haikus
Better file upload experience with progress animations - uploading files →
Tabbed interface and automated agent scheduling.
New tabbed interface with VS Code-style performance optimizations
Agent scheduling system for automated runs on your preferred cadence - scheduling guide →
Run Now button for immediate agent execution
Real-time run updates via WebSocket
File upload directly in the initial prompt box - uploading files →
Node title, description, and type visible in job execution panel
Watch your agents being built in real-time.
Real-time build logs stream to your screen as agents are built - building agents →
New mock connection page for integration flow testing
Completely redesigned landing page with modern animations.
Redesigned landing page with modern animations and improved UX
View Workflow button in agent setup flow - workflow viewer →
Beautiful error page with shader animations
Manual transition button to skip guided setup flow
New content sections with beautiful WebGL-enhanced visuals.
Blog section with WebGL shader-enhanced cards
Human/Machine toggle for different reading preferences
Seamless login modal on the landing page
Templates section with pre-built agent templates - browse templates →
Real-time agent status updates via WebSocket
Setup wizard moved to bottom of chat thread for cleaner flow - quickstart guide →
Start building intelligent agents that work for you. No code required.
