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🚀 Features

  • Agentic Coding (App Generation) Introduced Agentic Coding feature for creating and managing AI-powered applications with interactive development sessions.
    • Create apps with workspace and user ownership
    • Interactive coding sessions with three states: active, paused, and ended
    • Prompt-based development flow with user and assistant roles
    • Deployment tracking with status monitoring (pending, running, succeeded, failed)
    • Session management with sandbox environments and preview URLs
    • Configurable agent models and session settings
    • Role-based permissions for app creation and management (Admin/Member: full CRUD, Viewer: read-only)
  • Prompt to Workflow Enhancements Enhanced the prompt-to-workflow feature with improved UI and functionality for creating workflows from natural language descriptions.
    • Removed timestamps and chat names from AI workflow builder for cleaner interface
    • Improved workflow generation from prompts with better context handling
    • Added context to prompt functionality for more accurate workflow generation
    • Enhanced database support for prompt-to-workflow sessions
    • Added AI Workflow Builder panel with chat-driven workflow creation
    • Context component selector for adding workflow components as context
    • Workflow response visualization showing added, modified, and deleted components
    • Session history drawer with categorized workflow sessions
    • Suggested questions in empty state for guided workflow creation
  • Hosted Data Store Catalog Refresh Implemented automatic catalog refresh for Hosted Data Stores to keep connector schemas synchronized.
    • Automatic catalog refresh when creating or updating data store tables
    • Refreshes both source and destination connector catalogs
    • Resilient error handling - refresh failures are logged but don’t block table operations
    • Ensures connector catalogs stay up-to-date with schema changes
  • Human Approval Component Introduced Human Approval Component for human-in-the-loop workflows, enabling manual review and approval gates within automated processes.
  • Tools Component UI Update Enhanced the Tools selection interface for workflows with improved categorization and filtering.
    • Added tabbed interface to filter tools by category (All Tools, AI Squared, Custom)
    • Streamlined tool configuration flow with metadata handling
    • Improved error handling and validation for tool selection
  • Workflow Analytics - Token and Cost Tracking Added comprehensive token usage and cost tracking to workflow analytics.
    • Track tokens used per workflow execution
    • Monitor estimated costs based on LLM usage
    • View detailed analytics in workflow dashboard
  • Firecrawl MCP Integration Added Firecrawl Model Context Protocol (MCP) server integration for enhanced web scraping capabilities within workflows.
    • Secure API key-based authentication
    • Streamable HTTP transport protocol
    • Bearer token authentication support
  • PostgreSQL Batch Support Enhanced PostgreSQL destination connector with high-performance batch write capabilities.
    • Bulk operations supporting up to 10,000 records per batch
    • Automatic fallback to individual writes on batch failure
    • Efficient upsert operations using PostgreSQL’s ON CONFLICT clause
  • Devin Integration Enhancement Switched Devin integration from SSE to Streamable HTTP for improved performance and reliability.
  • Agent-to-Agent (A2A) Workflow Component Added a new A2A Agent component type for AI workflows, enabling agent-to-agent communication.
    • Connect to external AI agents using JSON-RPC protocol
    • Configure authentication with automatic secret masking in API responses
    • Support for multiple auth types including Bearer token and Basic auth
    • Secure credential handling with configuration values masked in API outputs
  • Configuration Security Enhancement Improved security for workflow components with sensitive authentication data.
    • Auth configuration values are automatically masked when returned via API
    • Applies to A2A Agent components and other components with sensitive credentials
    • Prevents accidental exposure of secrets in API responses
  • JSON-RPC Client Added a dedicated JSON-RPC client utility for standardized RPC communication.
    • JSON-RPC 2.0 specification compliant
    • HTTP and HTTPS support with SSL verification
    • Configurable timeouts for connection and read operations
    • Structured error handling and response parsing
  • Weaviate Destination Connector Added Weaviate as a new destination connector for syncing vector data to Weaviate collections.
    • API key-based authentication
    • Automatic schema discovery from Weaviate classes
    • Batch write support with upsert capability
    • Property type coercion for text, integer, number, boolean, and date fields

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🐛 Bug Fixes

  • Source Connector Delete Fixed issue with deleting source connectors to ensure proper cleanup and resource management.
  • Guardrails Component Text Corrected text for “Vulgar Content or Profanity” in guardrails component for improved clarity.
  • Synk Security Vulnerability Fixed critical security vulnerability identified in Synk code scanning.
  • Nokogiri Security Update Updated nokogiri gem to address security vulnerabilities.
  • Workflow Edge IDs Fixed edge ID handling in workflows, converting from string to integer for better data consistency.
  • HITL Pause Check TypeError Fixed a TypeError that occurred when checking for human-in-the-loop pause status on non-HITL workflow components.

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⚡ Improvements

  • Python Executor Import Helper Text The Python Executor component now includes inline helper text in the default code template listing all supported libraries and a reminder that imports must be placed inside the run function.

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⚙️ Miscellaneous Tasks

  • Testing & Quality Improvements Expanded test coverage across multiple modules.
    • Added tests for Enterprise/Settings-and-Views/Models
    • Added tests for Enterprise P2 modules
    • Added tests for views/Settings
    • Added comprehensive test coverage for Agentic Coding models (App, Session, Prompt, Deployment)
    • Added tests for AI Workflow Builder components and hooks
    • Added tests for workflow session management and message handling
  • Error Message Improvements Extracted error messages for Agent Component to improve debugging and user feedback.
  • Dependency Updates Added tiktoken_ruby to Gemfile for improved token counting capabilities.
  • Documentation Workflow Added update-docs workflow to multiwoven-ee repository for automated documentation updates.
  • Feature Flags Added feature flag support for prompt-to-workflow functionality to enable controlled rollout.
  • Security Vulnerability Fixes Addressed critical vulnerability identified in code scanning to improve platform security.