> ## Documentation Index > Fetch the complete documentation index at: https://ai-kb.automationanywhere.com/llms.txt > Use this file to discover all available pages before exploring further. # 2.3.0 > Released August 3, 2026 ## New Features **Scheduled Maintenance Window:** 2.3.0 will be deployed during a maintenance window from **10:00 PM IST, August 2** to **12:00 AM IST, August 3, 2026**. This is a zero-downtime deployment. ### 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. ### 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. ### 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 Toolkits Skills This release expands the toolkit library with new skills for Gmail, Microsoft SharePoint, Microsoft Word, and Dynamics 365, giving teams more ways to connect workflows and agents to the systems they already use. ### Model Compatibility Testing for Super-Admins Super-admins can now test all configured chat models across three suites: simple chat, knowledge-base tool calls, and LLM benchmarks. Tests run asynchronously and produce a compatibility report showing which models succeeded and which failed, making it easier to validate new providers before rolling them out to users. ### Confluence Explore & Sync with Status Filtering Browse and sync Confluence content directly from the Knowledge Base interface. Navigate spaces, folders, and pages with a paginated picker, then ingest any selection — including entire spaces — without leaving the platform. Filter Knowledge Base documents by sync status (All, Synced, Syncing, Failed) to quickly identify and resync failed items without scrolling through thousands of successfully synced files. ### Per-Node Timeouts in Tool Editor Each node can also have its own timeout, and count-based loops can be tested directly in the editor. ## 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. ### 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.