Changelog

Approve or reject workflow steps directly from Slack DMs — when a node needs your sign-off, you get a message with full context and one-tap Approve / Reject buttons

Trigger validation catches missing required fields before a live run starts, so runs no longer fail silently on bad input

Warnings surface when a trigger could fire on every event without filtering, so you can add guards before going live

Clearer thought labels show exactly which tool your agent is using during a run instead of generic "Contemplating"

Browse agent outputs in a redesigned folder view with nested navigation, file previews, and one-click downloads

Spreadsheet outputs now open directly as workspace tabs instead of popups — click any spreadsheet artifact to view it inline

Label your credentials (e.g. "Work" vs "Personal") so your agent knows exactly which account to use

A live status indicator shows when your workflow is rebuilding so you always know what's current

Fixed tool connection badges showing stale status after switching agent versions

Fixed the workflow viewer sometimes staying pinned to an older run instead of the latest one

Fixed shared credentials not being recognized, causing unnecessary re-connection prompts

Build your agent first, connect integrations later — no more blocking setup steps before you can start building

Fixed the arcade game locking you out of other tabs during a build

Dashboard now supports date-range filtering — view metrics for 24 hours, 7 days, 14 days, 30 days, or a custom range

Filter sidebar on the agent listing page for faster navigation

"Run Now" properly inherits trigger configuration so manual and scheduled runs behave the same

Fixed stale node details and approvals panel requiring a page refresh

Fixed approval cards reappearing after being dismissed

Fixed attachments being silently dropped in the assistant prompt box

Improved agent templates with better sharing, browsing, and cloning experience

Upload and process Excel files directly in your agent workflows

Workflow viewer now displays conditional branching (decider) nodes

Workflow viewer shows the actual graph from historical runs so you always see exactly what ran

Clicking a workflow node during a run opens its details alongside the run panel

Play a mini arcade game while your agent is building

Watch your workflow run step-by-step in a live viewer during test runs

Test runs are clearly labeled so you never confuse them with live data

Build progress shows real-time logs so you can see exactly what's happening

Agents start up nearly instantly thanks to pre-warmed environments

Resuming an agent is 15–20 seconds faster

Upgraded to a more powerful AI model for better accuracy

Skills and knowledge base files now have separate upload dialogs so it's clearer what you're adding

Skills your agent creates during a run are automatically saved for future use

New built-in email-writing skill

Connecting an integration now happens right inside the chat thread as an interactive card

Clicking "Connect" takes you straight to the sign-in flow — no extra steps

You get a warning before deleting an integration that's being used by an agent

A context usage bar shows how much of your agent's memory is being used, updated in real time

Agents can generate and export PDF files during runs

Toggle "requires approval" on individual nodes in your workflow

A dedicated approvals panel shows all nodes waiting for your sign-off

Scroll through previous conversation history with your agent

Browse agent output files organized in virtual folders

Preview JSON and text files directly in the sidebar without downloading

Download any file your agent produced with one click

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

The prompt box now shows animated placeholder suggestions with integration icons to help you get started

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

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

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

New version selector lets you switch between agent versions and restore previous configurations

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

Automatic tool validation prevents errors by checking that all referenced integrations exist before building

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

Request access to workspaces you don't have permission to view - workspace owners get notified instantly

New slash commands let you quickly navigate and take actions without leaving your keyboard

See who's requesting access to your workspace with names instead of cryptic IDs

Sync Slack DM threads with your workspace - chat with agents directly from Slack

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

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

Copy workflow code and resize the code panel to fit your screen

Download debug JSON for troubleshooting complex workflows

Set up integration triggers to run agents when events happen in Slack, HubSpot, and more

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

Integration logos appear in color throughout the app for easier recognition

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

New Kanban board view for the agents listing page with drag-and-drop support

Intelligent node positioning for hierarchical workflow visualizations

Integration toolkit logos now display on workflow nodes

Agent runs pagination with status filtering

Scheduled triggers visible directly in the workflow viewer

Beautiful shimmer animation shows when AI is actively editing spreadsheets

User worksheets now open as tabs instead of side panels

Enhanced workflow viewer with better node positioning and integration display

Redesigned integration connection flow with spotlight overlay

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

Auto-creation of worksheets with full user worksheet support

Better file upload experience with progress animations

New tabbed interface with VS Code-style performance optimizations

Agent scheduling system for automated runs on your preferred cadence

Run Now button for immediate agent execution

Real-time run updates via WebSocket

File upload directly in the initial prompt box

Node title, description, and type visible in job execution panel

Real-time build logs stream to your screen as agents are built

Full dark mode across the entire app — toggle between light and dark themes from any page

Templates section with pre-built agent templates

Setup wizard moved to bottom of chat thread for cleaner flow