Major Features
- Bring Your Own Model (BYOM) - Organizations can now connect their own LLM provider via PinkConnect and use it with their agents
- Human-in-the-Loop Approval Node - New control node for agentic workflows that pauses execution for user approval before proceeding
- Collaborative Workflow Editing - Real-time presence and live cursors in the agentic workflow editor
- Slack & Teams Channel Files - Agents can receive inbound files from Slack and Teams conversations and return outbound artifacts in-channel
- Prompt Example Buttons in Slack & Teams - Agent prompt examples render as tappable buttons in channel messages
- Browser Connection Sharing - Browser-login connections now support the same sharing and ACL model as API connections
- SSO with Ping Identity - SSO setup is now provider-agnostic; Ping Identity joins Okta as a supported IdP
- Restore Previous Version - Restore a previous workflow version directly from the editor nav bar or error screen
- OAuth 2.0 Client Credentials - Custom connectors now support the OAuth 2.0 client credentials grant for server-to-server auth
- Connection Error Notifications - User-scoped connection errors surface in the notifications panel
- Teams Setup Modal - Settings › Agents page now has Slack/Teams info tooltips and a guided Teams setup walkthrough
- Code Cache 1.5 (Suggest-and-Delegate) - Faster agentic workflow execution through semantic code caching and delegated code reuse
- Queue Management MCP Server - New embedded MCP server for managing workflow queues from agents
- Gateway Embedded MCP Server - New embedded MCP server for platform gateway operations
- Publish-as-Template Dialog - Shared publish-as-template dialog now available for agentic workflows
- Profile Images for Org Members - Org members listings now display profile images
New Integrations
- Anthropic (dynamic), Asana (dynamic), Microsoft Active Directory (dynamic, 23 tools), ActiveTrail, Adobe Analytics, Adobe Experience Manager, Adobe Workfront, Algolia, Cal.com, CentralStationCRM, ChatbotKit, ClickUp, commercetools (dynamic), Crowdin, DataGrail, DataRobot, ElevenLabs, Findymail, Gleap, Google Ad Manager (dynamic), Hookdeck, Hugging Face, Klaviyo, NASA, New Relic, OneTrust, PagerDuty (remote + dynamic), Pipedrive, Postman, Render, SafetyCulture, SAP Concur, SAP S/4HANA Cloud, SAP SuccessFactors, Sentry (dynamic), Stability AI, Supabase, Turbot Pipes, Vercel, Wix
Top Bug Fixes
- Chat file annotations now restore correctly during history hydration
- Browser operator returns clearer error messages and model guidance
- LinkedIn image uploads work again via the versioned API
- OCR now handles large PDF files without failures
- Slack and Teams responses no longer force JSON-wrapped payloads
- Chat history is sanitized before provider replay to prevent malformed requests
- Google Drive MCP pagination caps correctly at 100 results
- Notification error counts filter by dismissal time so dismissed errors stay dismissed
- Custom MCP servers match by ID in limited-discovery filters
- Connection icons render in the workflow side panel and workflow tooltips
Major Features
- Multi-User Agent Chat - Multiple users can now collaborate in the same agent conversation in real time
- Redesigned Add Connection Flow - Connection setup moved from a modal to a full page for a clearer, less cramped experience
- Org-Level Channel Settings - Admins can now configure notification channels at the organization level and opt agents in or out
- Client Credentials OAuth2 - Custom integrations now support the client credentials OAuth2 flow for server-to-server authentication
- Parent/Child MCP Servers - Custom MCP servers now support parent/child hierarchy, matching built-in server behavior
- Account Management Server - New embedded MCP server for managing organization members, invitations, permissions, and sub-organizations directly from agent workflows
New Integrations
- Frontify, Salesforce Marketing Cloud Intelligence, Better Stack, PostHog, incident.io, The Trade Desk, Typeface, Celtra, DataGrail
Top Bug Fixes
- Fixed side panel layout regressions
- Coworker chat hooks now only trigger for initialized chats
Major Features
- Usage Dashboard - Track credit consumption and usage trends across your organization
- Promotion Paths - Configure staged deployment paths (e.g., dev → staging → production) from settings
- Persistent To-Do Lists - Agent to-do lists now persist across sessions and render progress in the side panel
- Knowledge Base Results Panel - View matching document snippets inline when agents retrieve knowledge base results
- Skill Discovery Tester - Test skill discovery rules directly from the Skills settings page
- Agentic Workflow Visualization - Agent monitor side panel now shows a visual graph of the workflow execution
- Branding Refresh - Updated platform branding and visual identity
New Integrations
- Writer, Runway, Stability AI, Sentry, Lokalise, ActiveCampaign, LaunchDarkly, AlphaSense, BigID, Bynder, DNSFilter, OneTrust, Adobe Workfront, Google Marketing Platform, Workday
Top Bug Fixes
- Lazy-loaded code editor for faster page loads
- Fixed trigger inputs not showing when viewing trigger nodes
Major Features
- Knowledge Base Selection in Coworker Chat - Choose which knowledge base collections Coworker uses when answering questions
- Agent Template Refinements - Improved template cards with MCP application icons and better selection experience
- Manual Trigger Input Variables - Set input variables directly when launching workflows with manual triggers
Top Bug Fixes
- Long conversations now load correctly with pagination support
- Chat input is preserved when starting a new conversation
Major Features
- Agent Templates - Browse and deploy pre-built agent configurations for common use cases
- Skills Settings - Manage user and organization skills from a dedicated settings UI
- Agent Tags - Tag agents for easier organization and discovery
- Expanded Tool Selection - 50-tool cap removed with discovery mode for finding the right tools
- Office and Google Doc Viewing - Office documents open in Office Online, other files in Google Viewer
- MCP Generator API - MCP generator now available as an API service for programmatic use
New Integrations
- Klaviyo, SafetyCulture, ActiveCampaign
Top Bug Fixes
- Fixed draft/live indicator on workflow trigger names in dropdowns
- Improved tool search performance
Major Features
- Chat File Handling - Raised text limits and paste support for sharing files in chat
Major Features
- Redesigned Knowledge Base - Completely refreshed knowledge base UI for easier document management
- JSON Table View in Agent Builder - View JSON data as formatted tables directly in the agent builder
New Integrations
- NetSuite, Genesys
Top Bug Fixes
- Fixed preview panel persistence when switching between builder tabs
- Improved connection selection for custom integrations
Top Bug Fixes
- Fixed agent icon display inconsistencies across screens
- Improved workflow builder responsiveness on smaller screens
- Resource sharing notifications now display correctly in dark mode
Major Features
- Shared Connections Indicator - Easily identify which connections are shared across your organization
- Notification Management - New notification dismissal controls with clear error breakdowns for draft and published workflows
- Editable Start Node Variables - Input variables on start nodes are now visible, editable, and shown in the monitor view
- Agent Status Filter - Filter agents by status for faster navigation
- GPT 5.4 Support - Latest GPT model now available as an option
Top Bug Fixes
- Fixed trigger output saving issues
- Resolved an issue preventing end users from accessing Guardian Angel
Major Features
- Formatted JSON Tables - JSON data now displays as formatted tables in the preview panel for easier reading
- Enhanced Coworker Chat - All assistant messages now visible in Coworker, with prompt bubbles in a compact single-row layout
Top Bug Fixes
- Fixed workflow run state detection
- Chat titles now persist correctly when updated in the builder
Major Features
- Large Document Handling - Large documents are now automatically added to the knowledge base instead of overwhelming the context, improving agent performance
- Retry on Error Toggle - Configure individual workflow nodes to automatically retry on failure
- Prompt Bubbles in Coworker - Quick-access prompt suggestions in Coworker chat for faster workflows
- Schedule Trigger Enhancement - “Last day of month” option added for monthly schedule triggers
- Agent-Controlled Artifact Cards - Workflow artifacts now display as tile cards with agent-controlled layout
New Integrations
- ServiceNow AI-Ops Leap
Top Bug Fixes
- Fixed markdown and JSON table rendering in agent mode output
- Resolved scroll and layout issues in the workflow builder
- Results tab no longer auto-opens during agentic workflow runs
- Fixed UI conflicts when removing unlinked trigger nodes
- Workflow diagrams now correctly show read-only state while the agent is processing
Major Features
- Interface Tab - New dedicated Interface tab for managing workflow interfaces
Major Features
- Agent Builder Redesign - Completely redesigned agent builder with improved layout and usability
New Integrations
- Intercom
- MCP Server Mapping UI - Configure MCP server mappings directly from the interface
- Sidebar Preferences - Sidebar state now saved to your preferences
- Multi-Model Selector - Choose from multiple AI models with centralized agent routing
- Working Indicator - Elapsed time displayed while the coding agent is processing
Top Bug Fixes
- Fixed message history accountability when sharing agent mode
- Trigger nodes now correctly show as disabled when not configured after duplication
- Invitation link support added
- Structured datastore collection improvements
- Result tab now switches on run completion instead of run start
- Resource deletion now enabled
- Manual Start nodes no longer incorrectly show as disabled or unconfigured
- File outputs now display properly on nodes instead of raw JSON
Major Features
- Redesigned Workflows and Agents Pages - Fresh layout and navigation for workflows and agents
- New Agentic Workflow Layout - Split-screen editor with collapsible Run Summary sidebar
- Public Coworker Landing - Sign-in and sign-up replaced with a public Coworker page for easier access
- Mock Mode and Pinning Improvements - Global indicators for mock mode and pinned nodes; mock mode toggle detached from save button
- Workflow Preferences - New settings for auto-pin and auto-mock-mode behavior
- Release Gate Dialog - Confirmation when releasing workflows with pinned or mock mode nodes
- Tool Approval Redesign - Streamlined tool approval interface
- New Tools Page - Dedicated Tools page with sidebar and organized sections
- Collapsible Workflow Chat - Toggle workflow chat visibility in the builder
Top Bug Fixes
- Security update for XML parsing
- Fixed pinning and node execution regressions in agentic workflows
- Debugger added to Coworker with improved default model
Major Features
- Draft and Live Trigger Pairing - Draft and live agentic triggers now paired in the library table
- API Keys for Enterprise - API Keys settings restricted to enterprise plans
Top Bug Fixes
- Run errors now displayed and errors tab automatically shown
- Guided mode workflow overview restored in user mode
Major Features
- Tool Approval Preferences - Global tool approval preferences now save correctly
- Interactive UI Form Improvements - Enhanced forms for interactive workflow UIs
- API Keys Settings - New API Keys settings UI with normalized settings page
Top Bug Fixes
- Slack and Teams channel toggles no longer reset when saving agents
Major Features
- Workflow App Node - Run workflows as steps within other workflows, with configurable inputs and designated outputs
- Data Pinning - Pin important data for quick reference during workflow development
- Plugins and Skills in Chat - Discover and use plugins and skills directly from the landing chat interface
- User-Friendly Labels - Resource identifiers throughout the interface now display as human-readable labels
- Workflow Diagram Visibility - Orphaned triggers are now visible in workflow diagrams for better oversight
- Chat Header - New chat header for improved navigation and context
- Draft/Released Indicators - Quickly see which runs are from draft vs released workflows in the monitor
Top Bug Fixes
- Fixed trigger cleanup when removing trigger nodes from workflows
- Fixed orphaned node display for workflow app triggers
Major Features
- Manage Integrations in Chat - Configure and manage integrations directly from the landing chat
- Paginated Conversation History - Step conversation history now loads in pages for better performance
- Improved File Display in Agent Chat - Better display of file storage results and short URLs in agent chat
Major Features
- Read-Only Mode for Agentic Workflows - View agentic workflows in read-only mode without making changes
- Custom Agent Model Selection - Builder now sets the model when creating custom agents
Major Features
- Guardian Agent Improvements - Enhanced guardian agent capabilities
- Quick Access to Org Pages - Users and usage now accessible from the organization dropdown for easier navigation
- MCP Settings Agent Dropdowns - Improved agent selection in MCP settings
- New User Landing Page - Refreshed landing experience for new users
- Auto-Healing for Diagrams - Faulty workflow diagrams are now automatically repaired
Major Features
- Create Agentic Workflows Without Prompt - Start building agentic workflows without an initial prompt
- Duplicate Agentic Workflows - Duplicate existing agentic workflows to build on them
- Improved Code Versioning UX - Code versioning hidden for nodes, with restore button and diagram preview
- Image Metadata Skill - Extract metadata from images with new slash command
- Custom Integrations in Node Side Panel - Add custom integrations directly from the node side panel
- Resource Selection Dropdowns - Dropdown selection for resources in the side panel
- Enhanced Edge Connection Logic - Improved workflow diagram edge connections
Major Features
- Agentic Workflow Sharing - Share agentic workflows with team members
- Tabbed Add Node Side Panel - Tabbed interface for adding nodes to workflows
- Sticky Notes - Add sticky notes to workflow diagrams
- Log Tab Visibility Toggle - Control visibility of the log tab
- File Display from Filestorage - Files returned by filestorage now displayed in workflows
- Image Metadata Skill - Extract metadata from images with slash command
- EU Date and Number Formats - Support for European date and number formats in datastore
Key Improvements
- Form union types for better form handling
Major Features
- ✏️ Manual Code Editing and Versioning - Edit code manually and manage code versions directly in the workflow editor
- 📋 Add Nodes Without Target Selection - Add new nodes to workflows without needing to select a target node first
- 🔧 Value Coercion for Inputs - Automatic value type conversion for workflow inputs
- 📊 Workflow Resources Display - View all resources associated with a workflow
- 🎬 Video Metadata Skill - Extract metadata from video files with new slash command
- 🛠️ Simplified Tool List - Tool list formatted in a more user-friendly, less technical way
Key Improvements
- Improved run summary sorting by execution order
- Better welcome screen layout
Top Bug Fixes
- Fixed endless polling issue for browser operator completion
Major Features
- 🔄 Integration App Trigger Redesign - Redesigned integration app trigger interface for better usability
- 🔌 Custom Integration Connection Options - Display connection options in dropdown for custom integrations
- 🌐 Multiple Browser Tabs - Browser operator now supports multiple tabs for more complex automation scenarios
Top Bug Fixes
- Fixed email trigger state synchronization issues
Top Bug Fixes
- Improved diagram layouting for better visual organization
Major Features
- 🔔 Notifications UI - New notifications interface for staying updated on workflow activities
- ⚡ Auto-Submit for Interactive UI - Interactive UI forms can now auto-submit for faster workflows
- 🔌 MCP Tools for Custom Integrations - Use MCP tools with your custom integrations
- 💬 Chat Input on Workflows Page - Start conversations directly from the workflows page
- 📊 Structured and Unstructured Datastore Split - Separate handling for structured and unstructured data in datastore
- 🔄 Agentic Workflow Subworkflow Improvements - Enhanced subworkflow capabilities in agentic workflows
- 📋 Better Workflow and Agent Node Headers - Improved headers for better workflow and agent identification
Key Improvements
- Always show latest result in run summary
- Chat history limited to 200 messages for better performance
- Preserved user prompt formatting in chat
- Files created by file processing tools now properly displayed
- Payload data displayed in optional fields for object-type inputs
- Code no longer syncs when repositioning nodes manually
- Fixed stale workflow executions and node status inconsistencies
Major Features
- 🎨 Input Dialog to Settings Drag/Drop - Improved drag and drop from input dialog to settings
- 📊 Prompt Context and Cache Usage - View prompt context and cache usage information
- 🎨 Prompt Templates Page Theme - Updated theme for prompt templates page
- ✅ Node Settings Validation - Validation and visual indicators (purple outline) for node settings
Major Features
- 🎬 Lottie Animation Support - Replaced WebM with Lottie for smoother animations
- 💬 “Let Me Fix It” Message - New chat message option for quick fixes
Major Features
- 📝 Prompt Templates Page - New dedicated page for managing prompt templates
- ⏳ Diagram Generation Loader - Visual loader while agent generates workflow diagrams
- 📚 Prompt Examples from Endpoint - Prompt examples now fetched from endpoint
Key Improvements
- Improved autoscroll behavior
- Prevented node overlapping in diagrams
Key Improvements
- Agentic workflow UI improvements
- Tool calls always shown in agent mode for workflows
Major Features
- 🧪 Mock Mode for Agentic Workflows - Test workflows in mock mode before full execution
- 🌐 Browser Operator Live View - Improved browser operator with live view and no polling
New Integrations
- Okta, Google Workspace Admin
Key Improvements
- Enhanced agent monitor message checking
- Improved agentic workflow input dialog
- Various agentic workflow UI improvements
Major Features
- 🔐 Okta SSO UI - Complete Okta Single Sign-On interface
- 🏷️ Edge Labels for Conditions - Edge labels added to conditions in agentic workflows
- 📂 New MCP Server Categories - Reorganized MCP server categories for better navigation
- 📊 Structured Datastore Wrap Values Toggle - Toggle to wrap values in structured datastore
- 📝 Agentic Workflow Input Form - Enhanced input form for agentic workflows
- ⚠️ Error Handling in Workflows - Improved error handling throughout workflows
- 🔧 Auto-Fix Workflow Errors - Automatically fix common workflow errors
- 👤 User Profile Images in Chat - User profile images displayed in chat conversations
- 📊 InitiatedBy on Run Reports - See who initiated runs in reports
- 🎨 System Coding Agent Branding - System coding agent uses organization branding
- ⏹️ Stop Chat for Agentic V3 - Ability to stop chat conversations in agentic workflows
- 🔄 Auto Refresh in Monitor - Automatic refresh in monitor for real-time updates
- 🎯 Manual Node Layout Control - Nodes moved by users are no longer auto-laid out
- ➕ Add Nodes to Chat Context - Add workflow nodes to chat context for better AI understanding
New Integrations
- Hyperproof
- ✏️ Edit Node Parameter Inputs - Edit parameter inputs directly on nodes
- 🤖 Agent Awareness of Manual Edits - Agents are aware when users make manual edits
Key Improvements
- Save/cancel footer added to params editor
- Improved initial loader responsiveness
- Agent monitor page item count selector
- Enhanced agentic workflow right pane UI
- Better welcome mode inference
- Prevented chat title overflow
Top Bug Fixes
- Fixed workflow node status inconsistencies
- Prevented losing automation ID
- Improved node placement after target node
Major Features
- 🔧 Embedded MCP Tools - Built-in MCP (Model Context Protocol) tools are now available directly within your workflows for enhanced AI capabilities
- 🔗 Invite Link Sharing - Easily share invite links to collaborate with team members
Major Features
- 📊 Agentic Workflow Monitoring - Monitor your agentic workflows in real-time with comprehensive tracking and insights
- ⚡ Agentic Workflow Triggers - Set up triggers to automatically start your agentic workflows based on events
- 📺 Browser Operator Live View - Watch Browser Operator sessions in real-time as they execute
- 📋 Agentic Workflow Templates - Get started faster with pre-built templates for agentic workflows
Key Improvements
- Faster knowledge base search responses
- Enhanced workflow editor menu for agentic workflows
- Visual indicators for shared resources
- Code automatically syncs with diagram changes
Major Features
- 🎛️ Interactive UI for Workflows - Create interactive forms and interfaces that users can interact with during workflow execution
- ↩️ Undo/Redo Support - Full undo and redo functionality in the workflow editor
- 🤖 AI-Powered Agent Creation - Agents can now create and edit other agents, enabling more sophisticated automation
New Integrations
- Contentful
- 🎯 Trigger Setup Simplified - Set up triggers without needing to publish your workflow first
Key Improvements
- Enhanced agent debugger with auto-expand, download, copy, and code view capabilities
- MCP tools now accessible from the agentic workflow editor sidebar
- Configure which internal tools are available to your agents
- Customizable log levels for better workflow debugging
- Improved user mode workflow overview
- Clickable and truncated URLs in table results
Major Features
- ➕ Create Custom Nodes - Build and add your own custom nodes in the workflow editor
New Integrations
- Google BigQuery
- 📄 Google Docs Viewer for Word Files - View Word documents directly using Google’s document viewer
- 🎬 Real-time Log Streaming - Stream run logs in real-time via WebSocket for immediate visibility
- 🖼️ Workflow Gallery - Browse mixed agent workflows in the new gallery view
Key Improvements
- Profile settings moved to a dedicated Settings page
- Support for multiple result files from workflow runs
- Admins can view all chats in agent monitor
- Save and reuse system agents
- Visual pulsing animation on AI thinking messages
Major Features
- 👥 Builder and User Roles - New role-based view modes for better team collaboration and access control
Major Features
- 🤖 Agentic Workflow Editor v2 - Completely redesigned workflow editor with enhanced capabilities
- 📊 Results Pane with Tables - Enhanced results visualization with structured table support
- 🔌 Application Triggers with API Support - Create and manage application triggers via API
- 💾 Datastore Structured Tables - Support for structured tables in datastore for better data organization
- 🔄 Application Triggers Polling - Automatic polling for application triggers
- 📄 Office Template Fill - New slash command to fill Office document templates
- 📊 CSV to Excel - Convert CSV files to Excel format with slash command
- 📝 Word Document Manipulation - Use AI to edit and manipulate Word documents directly
- 🌍 Dynamic Salesforce Environments - Configure dynamic environment fields for Salesforce connections
New Integrations
- Salesforce Sandbox
Key Improvements
- Improved NetSuite integration path configuration
- Improved API key configuration options
- Better gallery card layout
Top Bug Fixes
- Fixed issue preventing users from running automations in read mode
- Enhanced support for EU date formats in structured store
Major Features
- 📝 Release Notes on Publish - Automatic release notes generation with change comparison viewer when publishing workflows
- 🧪 Tool Testing - Test integration tools directly from the interface
New Integrations
- Rapid7
Key Improvements
- Enhanced API key form clarity and usability
Top Bug Fixes
- Fixed integration checkbox display issues
- Improved responsive layout for small screens
Major Features
- 🎨 Gallery with Workflows and Agents - Browse and discover workflows and agents in a unified gallery experience
- 🌐 Browser Operator v2 - Enhanced browser automation capabilities with improved performance
Key Improvements
- Better identification of published workflows and agents
- Enhanced gallery browsing experience
- Improved browser automation workflows
Top Bug Fixes
- Fixed published workflow and agent identification issues
Top Bug Fixes
- Improved dropdown behavior to ensure closure before action execution
Major Features
- 🤖 User Agents in Workflows - Add custom user agents to workflow steps
- 📊 Agent Dashboards - Public dashboards for shared agents
- 📋 Structured Output - Define structured output schemas for agents
- ↕️ Input Reordering - Move workflow inputs up or down to organize them
New Integrations
- MS 365 Suite, Monday.com
Key Improvements
- Enhanced live session view for Playwright and DeepScrape operations
- Better input organization with drag-and-drop reordering
- Improved agent output formatting with structured definitions
Top Bug Fixes
- Fixed scrollbar display issues
- Resolved file upload method for knowledge base
- Improved scroll behavior in diagram viewer
Major Features
- 🧪 Tool Testing - Easily test integration tools
- 📜 Auto-scroll Logs - Automatic scrolling in log viewer for better monitoring
Key Improvements
- Steps option now set as default
- Enhanced log viewer experience with auto-scrolling
- Better tool testing interface
Top Bug Fixes
- Fixed incorrect index in trigger modal output options
- Resolved real-time streaming issues
Major Features
- 💬 Prompt-based Inputs - Specify workflow inputs via natural language prompting with automatic UI updates
New Integrations
- Google Lens
Key Improvements
- Enhanced JSON viewer for array preview
- Better input specification through conversational prompting
- Added Google Lens icon and capabilities
Top Bug Fixes
- Fixed JSON viewer array preview issues
- Resolved space input issue in JSON search box
- Enabled deletion from multimedia collections
Major Features
- 📊 Enhanced Logging - Streaming logs now easier to consume with improved formatting
- 📝 JSON Readability - Improved JSON formatting for better data visualization
Key Improvements
- Better streaming log consumption and display
- Enhanced JSON rendering for easier reading
- Improved search input rendering
Top Bug Fixes
- Fixed search input clear render issue
- Resolved end-to-end test issues
Major Features
- ⏮️ Version Restoration - Restore workflows from previous versions with dedicated button
New Integrations
- FTP/SFTP
Key Improvements
- Enhanced chat message alignment for better readability
- Improved agent chat loading synchronization
- Better thinking message handling for older chats
Top Bug Fixes
- Fixed user message alignment in chat interface
- Improved agent chat initialization timing
- Enhanced thinking end handling for legacy chats
Major Features
- 🐛 Agent Debugger - Built-in debugger in agent editor for easier troubleshooting
- 💬 Enhanced Chat Layout - Aligned chat messages by user and agent for clarity
- 🎯 Streamlined Interface - Removed chat mode button for cleaner UI
Key Improvements
- Better visual separation between user and agent messages
- Simplified chat interface with mode button removal
- Enhanced debugging capabilities in agent editor
Top Bug Fixes
- Fixed step not found error for input cases
- Improved chat message organization
Major Features
- 🤔 Enhanced Thinking UI - Improved UI for AI thinking states with workflow polling
- 📎 File Attachments in Prompts - Attach files directly to coding prompts
- ⚡ Fast-Apply Code Generation - Increased speed of code generation with fast-apply
- 📊 Live Run Logs - Stream run logs in real-time for better monitoring
- ☑️ Array Input Checkboxes - Render checkboxes from array input elements
Key Improvements
- Knowledge base collections now properly included in AI prompts
- Template cloning defaults to overview view
- Better file attachment handling in coding workflows
- Enhanced input element rendering options
Top Bug Fixes
- Prevented rendering of certain unsafe HTML tags
- Fixed input display for missing test values
- Improved code version selection after saving
- Enhanced public agent sharing handling
- Better connection cleanup on permission removal
- Consistent data types for workflow inputs
Major Features
- 🛠️ Agent Tool Control - Control which tools agents have access to
- 💬 Unified Chat Experience - Consistent chat interface between automation editor and agent chat
- 🔗 Workflow Template Links - Direct links to workflow templates
New Integrations
- Yotpo, Sirv
Key Improvements
- Better tool selection interface for agents
- Improved code extraction using latest versions
- Enhanced connection form with labels and descriptions
- Consistent chat behavior across platform
Top Bug Fixes
- Fixed agent server card collapsing during tool selection
- Improved chat mode agent gallery card display
- Improved workflow state management
- Enhanced diagram generation reliability
- Fixed code block creation after mapping operations
Key Improvements
- Enhanced workflow step version handling and selection
- Better code block creation reliability
- Improved performance and caching
Top Bug Fixes
- Fixed step version selection to avoid version 0
- Prevented data caching issues
- Improved workflow step version consistency
- Better code block creation after workflow updates
Major Features
- ☁️ Enhanced File Upload - Improved file upload performance
- 📚 Public Template Indicators - Easily identify which workflows are public templates
Key Improvements
- Better workflow loading in editor
- Enhanced browser operator code block selection
- Improved workflow status tracking
Top Bug Fixes
- Fixed workflow duplication modal UI
- Better workflow status tracking for unpublished changes
- Improved resource assurance before workflow runs
- Enhanced unpublished changes tracking after chat and code updates
- Prevented step editing while code is running
Major Features
- 🤖 AI-Generated Content - Automatic step descriptions, workflow name generation, and change summaries
- 📝 Easy Input Variables - Quickly insert input variables into chat
- 🎥 Audio/Video Processing - New slash commands for audio extraction and video transcription
Key Improvements
- Better file editing in Filestore and Knowledge Base
- Preserved agent custom background image thumbnails
- Enhanced profile URL display for other users
- Improved dark mode support for prompt bubbles
Top Bug Fixes
- Fixed workflow execution timeout handling
- Better file editing workflow
- Enhanced profile URL management
Major Features
- 📄 Merged Overview Page - Streamlined overview page and landing modal
- 🤖 AI Model Skill Updates - Updated slash commands with latest AI model capabilities
Key Improvements
- Better error handling when connecting agents to workflows
- Enhanced workflow title visibility (always white text)
- Improved workflow access control checks
- Better step text overflow handling in editor
Top Bug Fixes
- Fixed user agent sharing with admin permissions
- Prevented workflow title text overflow
- Enhanced access control for workflows
- Improved trigger selection handling
Major Features
- 🎬 Video Generation - New video generation slash command for content creation
- 🚪 Improved Sign Out - Enhanced sign-out functionality
Key Improvements
- Removed custom background from loading screen for faster loads
- Better opt-in logic for authenticated users
- Simplified plan change UI
Top Bug Fixes
- Refined app runner inputs
- Updated text editor dependencies
- Prevented oversized unreadable badges
Top Bug Fixes
- Preserved JSON representation of arrays
- Fixed release button disabled state during saves
Major Features
- 🔐 Vault JSON Support - Vault now accepts JSON data for complex configurations
- 📝 Markdown in Templates - Markdown renderer for template landing page descriptions
- 🎨 Stock Background Images - Added stock background images for customization
- 📋 Template Input Display - Display expected inputs on templates and in editor
Key Improvements
- Send connections with every chat request for better context
- Automatic first description generation
- Enhanced template image loading
- Better knowledge base collection creation error handling
- Improved agent performance on release
Top Bug Fixes
- Fixed slow image loading on templates page
- Better input deletion along with input schema
- Repaired inputs with advanced options support
- Enhanced agent dashboard file display for released agents
Major Features
- 📦 Agent Versioning - Complete versioning system for agents
- 🎨 Workflow Landing Page v2 - Redesigned workflow landing pages
- 🔗 Azure Data Lake Integration - Added Azure Data Lake connector
- 📚 Enhanced Templates - Updated icons and wording for better clarity
Key Improvements
- Better workflow landing page design
- Unique user service name requirements
- Enhanced shared URL redirect for authenticated users
Top Bug Fixes
- Fixed user service name uniqueness validation
- Prevented chat with unpublished agents
- Better default values for boolean inputs
Major Features
- 💾 Database Integrations - Added MSSQL and MySQL integrations
- 📊 Agent Dashboard - New agent dashboard for comprehensive agent management
- 🔍 OCR Web Tool - Web-based text recognition capabilities for extracting text from images
- 📝 Advanced Form Schemas - Advanced input schemas for better form rendering
- 🎬 Video Player Support - Support for Loom, Vimeo, and other video players
Key Improvements
- Simplified thinking messages for clarity
- Enhanced file signed link options
- Input grouping UI for better organization
- Category links on public landing pages
- More friendly theme prompts
- Better logout handling with improved security
Top Bug Fixes
- Fixed text overflow in Agent Editor workflows section
- Improved sign-in link on error pages
- Better file UI handling
- Enhanced organization access error handling
Major Features
- 📚 Templates Gallery v2 - Completely redesigned templates gallery
- 🎨 Workflow Hero Image Generation - AI-generated hero images for workflows
- 🔑 API Key Management - Delete API keys directly from the interface
- 🏢 Smartsheet Integration - Added Smartsheet connector
- 🔒 Security Enhancement - Authentication tokens now invalidated upon logout for better security
Key Improvements
- Agent icons and improved branding
- Enhanced landing page with steps and video
- Simplified clone flow with session-aware layouts
- Better workflow performance and loading
- Improved filestore subscription limits for knowledge base
Top Bug Fixes
- Fixed text editor scrollbar display issues
- Better step labels in monitor
- Prevented redundant diagram generations
- Enhanced automation editor reinitialization
- Fixed wrongly linked author names
Major Features
- 🤖 Public Agent Sharing - Share agents publicly for broader collaboration and access
- 📊 Agent Gallery & Builder - Complete agent gallery with enhanced agent builder UI
- 🏢 Enhanced Organization Management - Comprehensive organization management page with improved user controls
- 📋 Workflow Tagging & Grid View - Tag workflows and new grid view for better organization
- 🔄 Agent Channels for Teams - Dedicated channels tab in agent editor for team collaboration
- 📚 Enhanced Knowledge Base - Click-to-scroll PDF matching, confidence filters, and improved search
- 🎯 User Personas - Personalized user experience with role-based interfaces
- ⚡ Event Triggers on Resources - Automated triggers based on resource events
- 🔍 AI-Generated Workflow Descriptions - Automatic workflow description generation
Key Improvements
- Enhanced Integrations - Added Kallidus, Databricks, Iterable, Sophos, and NetSuite connectors
- Better Error Handling - Improved error management throughout the platform
- Workflow Insights - Show workflow creators and sharing information
- Agent Monitoring - Dedicated agent monitor for better performance tracking
- Queue Management - UI improvements for better job queue control
- 3D Model Support - Render 3D models directly in the platform
- Scheduled Trigger Options - More granular minute options for scheduling
- Public Landing Page - Enhanced public-facing pages for better user onboarding
Top Bug Fixes
- Fixed word-wrapping issues in Editor and Workflows
- Improved authentication token refresh handling
- Enhanced CSV column name preservation
- Fixed agent chat overflow and display issues
- Better handling of organization management edge cases
- Resolved workflow input JSON display problems
Major Features
- 📊 Workflow Visualization - Visualize automation flows with interactive diagrams
- 🔄 Step Rearrangement - Drag and drop to rearrange workflow steps
- 📚 Knowledge Base & AI Search - Collections for knowledge base with AI-powered search capabilities
- 🔍 Queue Management - Complete queue management system for better job control
- 🤝 Enhanced Integrations - Added Attio, Responsive.io, Affinity, Fireflies, JIRA Service Desk, and Snipe-IT
- 🎯 Onboarding Flow - Brand new onboarding experience for faster user adoption
- 🛠️ Custom Connection Skills - Generate skills for custom user service connections
- 📄 Advanced PDF Tools - PDF splitter, HTML to PDF, and PDF form filling capabilities
Key Improvements
- Renamed to Workflows - Automations and Library renamed to Workflows for clarity
- Group Tool Selection - Select multiple tools at once for better efficiency
- Chat History Enhancement - Improved chat history with better message management
- Dark Mode Polish - Refined dark mode adjustments throughout the platform
- Badge Display - Visual badges for step data and files in chat
- Agent Preview - Preview agents before using them with new resources
- Organization Info - Added org information to user profiles
- Usage Page Cleanup - Streamlined and improved usage page interface
Top Bug Fixes
- Fixed real-time responses from different workflows
- Improved autoscrolling behavior in chat
- Improved tool execution status tracking
- Fixed page initialization issues on load
- Better handling of missing integrations in agent chats
- Resolved step execution order issues
Major Features
- 🤖 Agent Creation & Management - Create and manage custom AI agents with workflows, enhanced file handling, and improved tool calling UI
- 📊 Mermaid Diagram Viewer - NEW: Native visualization of Mermaid diagrams within the platform
- 💬 Enhanced Chat Experience - Stop functionality for aborting messages, automatic chat naming, and better file context handling
- 📧 Email Trigger Domains - Configure approved domains for email triggers for better security control
- 📁 Multi-File Support - Handle multiple file results with improved visualization and processing
- 🔄 User Service Integration - Complete flow for managing custom service integrations with API keys
Key Improvements
- Agent Platform Improvements - Enhanced agent performance and reliability
- Enhanced Tool Selection - Advanced tool selection mode with planning capabilities for better automation
- Connection Management - Better prioritization with inactive connections displayed first
- File Processing - Enhanced file conversion, extraction, and import capabilities from URLs
- Chat Features - Message sender initials, automatic naming, and improved file message processing
- Tool Calling UI - Streaming support for tool call approvals with auto-approve functionality
Top Bug Fixes
- Fixed invalid code versions and improved error handling
- Improved CSV delimiter detection and parsing
- Improved data collection type matching
- Fixed authentication issues in workflow execution
- Resolved chat selection issues during delete/rename operations
Major Features
- 💬 Pinkfish Chat - NEW: Dedicated chat feature with synchronization across browsers
- 🗑️ Chat Management - Delete individual chats and better chat organization
- 🔧 User Service Testing - Complete testing capabilities for user service management
- 🌐 Browser Session Debugging - Debug browser sessions directly in DebugSidebar
- 🔗 Webhook Integration - Enhanced webhook support with URLs displayed in trigger configuration
- 📊 Enhanced Analytics - Google Tag Manager integration and Amplitude event management
Key Improvements
- Templates Landing Page - Centralized template discovery and management
- Collapsible Sidebar - Space-saving automation editor layout improvements
- Multi-File View - Display multiple files in automation results
- Integration Expansion - Added BrightData, QuickBooks, HubSpot, and Zoom integrations
- Usage Page - Made visible for all users with enhanced interface design
- Enhanced Monitoring - Better log display and run details visualization
Top Bug Fixes
- Fixed browser session identification from error results
- Improved data collection tag handling for items without IDs
- Enhanced subscription validation and license management
- Fixed workflow status display and navigation issues
- Better error handling for real-time operations
Major Features
- 💳 Enhanced Billing & Usage - Comprehensive billing system with datastores integration
- 🔧 Advanced Browser Settings - Power user browser configuration menu
- 📊 Collection Management - Interactive collection selection with slash commands
- 🎨 Main Menu Redesign - Tab icons and better grouping for improved navigation
- 📋 Slash Product Guide - In-editor GIFs for faster onboarding and clearer walkthroughs
- 🏢 Organization Types - Enterprise Prime & Sub org distinctions for better governance
Key Improvements
- Amazon S3 Integration - S3 storage support for file management
- Zendesk Integration - Comprehensive Zendesk automation capabilities
- Run Type Filtering - Enhanced reporting with run type filters
- Navigation Enhancement - Main menu icons and grouping for better organization
- Webhook Management - Enhanced webhook URL handling and challenge support
Top Bug Fixes
- Fixed browser operator issues and builder enhancements
- Improved version synchronization between editor and server
- Enhanced org validation and subscription management
- Fixed browser session connection stability
- Better error handling for schedule trigger configuration
Major Features
- 🔄 Network Recovery - Automatic handling of transient network errors for graceful recovery
- 🗑️ Conversation Management - Warning prompts before deleting conversations to prevent accidents
- 🔧 Step Operations - Added rename and reset actions in workflow editor
- 💬 New Slash Command View - Completely redesigned UI for creating and browsing slash commands
- 📧 Formatted Email - Create clean, compact HTML emails directly via slash commands
- 📅 Schedule Triggers - Support for 1-minute intervals in schedule triggers
Key Improvements
- Retry Failed Prompts - Enhanced error recovery for failed operations
- Scrolling Performance - Better scroll performance and smoother interactions in large workflows
- Step Descriptions - Improved step description editing and display
- Email Skill - Generate short, styled HTML snippets optimized for emails
Top Bug Fixes
- Fixed step renaming issues for versions greater than 0
- Improved workflow ID validation and handling
- Enhanced filter application for better results
- Better error handling for connection issues
- Resolved step version synchronization problems
Major Features
- 📜 Slash Command History - Track and reuse previous slash commands
- 🔍 HTML Preview - Preview HTML content in JSON results
- 🆓 Free Preview - Enhanced preview capabilities for free tier users
- 🔄 Connection Management - Enhanced connection management options
- 📊 Enhanced Results - Better visualization and handling of automation results
Key Improvements
- Dark Mode Support - Enhanced dark mode compatibility for output previews
- Navigation Improvements - Better automation editor navigation on row clicks
- Workflow State - Improved workflow state synchronization and version handling
- Filter Enhancements - Better filtering for older workflows
Top Bug Fixes
- Fixed workflow version synchronization with server
- Improved last modified date handling
- Enhanced code removal for current steps
- Better error handling for workflow changes
- Fixed browser session identification issues
Major Features
- 📄 PDF Rendering - Native PDF rendering capability for document viewing
- 🎨 Menu v2 & Organizations - New menu design with enhanced organization page
- 👥 Connection Status - Show connection status (active/disconnected) in connection page
- 📊 Enhanced Monitoring - Better run details and monitoring capabilities
- 🔍 Skill Integration - Send previous skills in help messages for better context
Key Improvements
- “Created By” Column - Added creator information in workflow library
- Connection Identifiers - Show connection identifiers for better management
- Permission Handling - Enhanced permission checks for organization editing
- Enterprise Filtering - Better filtering for enterprise integrations
Top Bug Fixes
- Fixed organization editing permissions
- Improved connection filtering and management
- Enhanced error handling for 403 responses
- Better validation for step execution permissions
- Fixed workflow cloning to different organizations
Major Features
- 🏢 Organizations & ACL - Complete organization management with access control lists
- 🤖 Browser Automation - Stagehand-powered browser automation capabilities
- 🔗 PinkConnect - New connection system for enterprise integrations
- 📊 Enhanced Monitoring - Run details page replacing sidepanel for better visibility
- 👥 User Management - Clone automations and improved user handling
Key Improvements
- New Integrations - Added Chorus.ai, Inform3, and enhanced Commerce Tools support
- Error Handling - Improved error handling UX throughout the platform
- Lazy Loading - Better performance for huge step results
- Browser Sessions - Enhanced browser session management and debugging
Top Bug Fixes
- Fixed authentication flow for PinkConnect connections
- Improved organization synchronization between app and platform
- Enhanced browser session selection and management
- Better error handling for failed workflow operations
- Fixed workflow version updates after step modifications
Major Features
- 🎨 Custom Branding - Custom logos, favicons, and branding support
- 📊 Datastore v2 - Enhanced datastore with trigger logs and run details
- 💾 User Result Selection - Remember user’s result selection preferences
- 🔧 Enhanced Monitoring - Better trigger run details and logging
Key Improvements
- Branding System - Complete custom branding implementation with favicon and logo support
- Datastore Enhancement - Improved datastore functionality with better logging
- UI Polish - Better dark mode support and visual improvements
- Connection Management - Enhanced browser connection handling
Top Bug Fixes
- Fixed brand initialization flickering issues
- Improved secret handling in UI display
- Enhanced connection icon sizing and display
- Better hover effects and user interaction feedback
- Fixed repeated JavaScript hash file issues
Major Features
- 🔐 Vault Management - Complete vault page for secure data storage
- 📊 Datastore v2 - Enhanced datastore with better management capabilities
- 🛍️ Commerce Tools v2 - Updated Commerce Tools integration
- 💡 Sample Prompts - Pre-built prompts for faster automation development
- 🔧 Versioning System - Improved version management and tracking
Key Improvements
- Pagination Component - New pagination system for better data navigation
- Prompt Modal - Enhanced prompt modal with better user experience
- Dark Mode - Continued improvements for dark mode compatibility
- Code Selection - Better code selection and synchronization
Top Bug Fixes
- Fixed step result info loading for code blocks
- Improved code selection synchronization
- Enhanced browser connection fallback logos
- Better prompt modal closing behavior
- Fixed period formatting in copy-path functionality
Major Features
- 🔍 Enhanced Monitoring - In-memory pagination and improved user avatar menu
- 📧 API Access - Email-based API access request system
- 🔧 Trigger Management - Complete trigger listing and management UI
- ⚠️ Safety Features - Warning prompts before disabling triggers
- 📊 JavaScript Error Tracking - Show JavaScript errors from code execution
Key Improvements
- Pagination System - In-memory pagination for better performance
- User Interface - Enhanced user avatar menu and navigation
- Trigger Safety - Better warning systems for trigger modifications
- Error Visibility - Improved error display and tracking
Top Bug Fixes
- Fixed content issues with secret data handling
- Improved header styling for dark mode
- Enhanced connection warnings for inactive services
- Better navigation handling for library access
- Fixed pagination display issues
Major Features
- ✍️ Code-First Steps - Allow users to enter code as the first action for a step
- 📧 Email Triggers - Complete email trigger system with frontend interface
- 📋 HTML Copy - Copy HTML content directly from results
- 🔧 Enhanced Development - Better workflow development and debugging tools
Key Improvements
- Code Entry - Users can start steps with code immediately
- Email System - Full email trigger implementation
- Content Management - Better HTML content handling and copying
- User Experience - Enhanced interface for common tasks
Top Bug Fixes
- Fixed connection sorting by name
- Improved email trigger functionality
- Enhanced HTML content copying
- Better error handling when entering code
- Fixed workflow development issues
Major Features
- 🔒 WAF Integration - Web Application Firewall for enhanced security
- 🕷️ Browser Replay - Debug browser sessions with replay functionality
- 🔐 Secret Management - “Is Secret” option for sensitive data
- 📊 Enhanced HTML Rendering - Safer HTML content display
- 💬 Slash Command Improvements - Better slash command experience
Key Improvements
- Security Features - Enhanced security with Web Application Firewall protection
- Browser Debugging - Complete browser session debugging and replay
- Secret Handling - Enhanced secret management with security options
- HTML Display - Safer HTML content rendering
- Command Interface - Improved slash command functionality
Top Bug Fixes
- Fixed header styling for dark mode
- Enhanced regression handling
- Improved blank pre-element issues
- Better security header management
- Fixed HTML rendering problems
Major Features
- 📊 Unpublished Changes - Show unpublished changes directly in the editor
- 📅 Schedule Triggers - Create and manage schedule triggers with 5-minute intervals
- 💬 Slash Command Enhancements - Improved slash command functionality
- 🌙 System Dark Mode - Automatic dark mode synchronization with system settings
- 📚 Help Documentation - Direct links to help documentation
Key Improvements
- Editor Feedback - Better visibility of unpublished changes
- Scheduling System - Flexible scheduling with configurable intervals
- User Experience - Enhanced dark mode and help system integration
- Command System - Better slash command interface and functionality
Top Bug Fixes
- Fixed trigger deletion for enabled triggers
- Improved error message handling for reconnections
- Enhanced column width calculations
- Better HTML rendering in chat streams
- Fixed code editor dependency issues
Major Features
- 🤖 Enhanced Browser Automation - More browser automation slash commands
- 🔄 Browser Session Regeneration - Regenerate browser session code on demand
- 📝 Step Descriptions - Add descriptions to workflow steps
- 📁 Path Copying - Copy file paths for easier reference
- 💬 Chat Management - Delete individual chat messages
Key Improvements
- Browser Features - Comprehensive browser automation capabilities
- HTML Rendering - Render HTML directly from automation results
- Session Management - Better browser session handling and replay
- User Interface - Enhanced chat history and message management
- Development Tools - Better debugging and workflow development tools
Top Bug Fixes
- Fixed browser operator LLM behavior inconsistencies
- Improved code execution timing
- Enhanced HTML rendering capabilities
- Better browser session management
- Fixed step description editing
Major Features
- 💬 Chat Message Management - Delete individual chat messages
- ⌨️ Keyboard Shortcuts - Cmd/Ctrl + Enter to submit prompts
- 📊 Default Inputs - Set default values for workflow inputs
- 🔄 Change Tracking - Track workflow changes and versions
- 🌙 Dark Mode - Full dark mode support across the platform
Key Improvements
- Real-time Updates - Live updates and communication
- Browser Connections - Create and manage browser connections
- Data Visualization - Tabular data renderer for better data display
- Code Editor - Enhanced code editing experience
- Content Copying - Copy raw content from results
Top Bug Fixes
- Enhanced error details for runs
- Improved dark mode compatibility
- Better chat message validation
- Fixed code execution status handling
- Enhanced browser connection management
Major Features
- 🚀 Platform Launch - Initial release of the Pinkfish automation platform
- 🤖 Browser Automation - Comprehensive browser automation capabilities
- 📧 Email Verification - Account email verification system
- 🔄 Workflow Management - Complete workflow creation and management
- 📊 Output Visualization - Advanced output visualization and rendering
Key Improvements
- Chat History - Complete chat history functionality
- Browser Integration - Enhanced browser automation capabilities
- User Profiles - User profile management and updates
- Monitoring System - Comprehensive monitoring and trigger management
- HTML Rendering - Render HTML content from automation results
Top Bug Fixes
- Fixed user type handling and interface
- Improved skill ID management
- Enhanced output visualization
- Better error handling throughout the platform
- Fixed browser session initialization