New Features
Test and Live Environments for Workflows and Agents
Workflows and agents now support separate Test and Live environments, so teams can validate changes before promoting them to production. Each environment has its own history and execution context, and tested versions can be promoted to Live when ready.Custom Toolkits
Admins can now create and share custom toolkits built from the tools your teams already use. This makes it easier to standardize common workflows and give builders a cleaner, more focused set of capabilities.Workflow Builder Upgrades
The workflow builder now includes switch nodes for conditional branching, multi-select for bulk edits, copy and paste, undo and redo, and clearer status badges for Draft, Test, and Live. A richer variables panel also makes it easier to understand and edit data flowing through each step.Code-Mode Workflows
You can now build workflows in code as well as in the visual editor. Code-mode workflows appear alongside visual workflows and include execution history so teams can choose the authoring style that fits their use case.Toolkit-Level Debugging Dashboard
A new debugging view gives teams better visibility into toolkit activity and execution history, making it easier to understand what happened during a run and diagnose issues faster.SQL-Powered Dashboard Widgets
Chart and Number widgets can now pull data directly from SQL queries, making it easier to build live operational dashboards without extra preprocessing.New Enterprise Integrations and Toolkits
This release expands the toolkit library with new options for Gmail, Microsoft SharePoint, Microsoft Word, and Dynamics 365, giving teams more ways to connect workflows and agents to the systems they already use.Improvements
Better Knowledge Base Sync and Source Controls
Knowledge Base now gives you more control and visibility when syncing external content. Teams can browse and sync Confluence content more easily, monitor sync status in real time, choose crawl-speed presets for web and Confluence sources, and connect Google Sheets even when Drive access is not available.More Flexible Enterprise Access and Embedding
On-premise teams can configure SAML attribute mapping with more flexibility, enable a smoother single sign-on experience, and embed the product in an iframe for integrated deployments.Stronger Model and Workflow Configuration
Custom model connections now support OAuth 2.0 authentication, broader model compatibility, and optional structured JSON output for workflow steps. Workflows also gain finer control with loop break/continue behavior and per-step timeout settings.Improved Chat and Widget Experiences
The chat experience is more flexible, with support for file-only messages and custom request metadata in the embedded widget. These updates make it easier to build richer embedded experiences and pass the right context into every conversation.Expanded Language and Admin Support
The platform is now available in Korean, and super admins have additional tools to validate model compatibility and manage enterprise configuration more efficiently.Snowflake Connector for Knowledge Base
Connect Snowflake databases as a knowledge source using the Generic SQL Connector. Configure connection details in Knowledge Base settings; the connector queries Snowflake tables and views like any other SQL source.Force Re-Sync for Existing Confluence Resources
When adding a Confluence space, folder, or page that’s already in Knowledge Base, you now see a confirmation prompt to force a re-sync instead of a generic error. Accepting the prompt refreshes the existing structure and picks up any new pages without requiring you to delete and re-add the resource.Resolved Issues
- Published interfaces now route actions, workflow triggers, and Knowledge Base access more reliably within the correct project context.
- Knowledge Base now preserves filenames more consistently during syncs and handles cross-project lookups more reliably.
- File uploads are more reliable and no longer trigger redundant background requests in common chat flows.
- Workflow settings, custom outputs, and visual edge connections now persist more consistently during editing and execution.
- PDF rendering is more reliable, with better compatibility between the viewer and worker components.
- Confluence and web sync flows are more resilient, with clearer status behavior and fewer failures during setup and refreshes.