> ## Documentation Index > Fetch the complete documentation index at: https://docs.squared.ai/llms.txt > Use this file to discover all available pages before exploring further. # March 2026 Releases > Release updates for the month of March 2026 ## Previous releases ## 🚀 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 with a full configuration UI. * Connect to external AI agents using JSON-RPC protocol via the Agent Workflow editor * Configure agent endpoint URL and API key with a "Connect & Load Skills" button * Auto-discover remote agent skills from the standard `/.well-known/agent.json` endpoint * View discovered skills as read-only tags in the workflow sidebar * 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 * **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 ## 🐛 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. * **Text to SQL Cyclic Dependency** Resolved a cyclic dependency issue in the Text to SQL workflow component. * **SSE Streaming Buffering** Fixed SSE streaming buffering and zombie connection issues to improve real-time event delivery reliability. * **API Base URL Handling** Fixed an issue where HTTPS was not automatically prepended to API base URLs, causing connection failures. * **A2A Edge Fetching** Fixed agent-to-agent component fetching from workflow edges for correct data flow resolution. * **Prompt-to-Workflow Optimization** Improved prompt-to-workflow generation performance and accuracy. * **User Message Text Color** Fixed user message text color display issue in the chat interface. * **CI Optimizations** Improved CI pipeline performance with caching, sharding, and parallelization. * **OpenRouter LLM Usage Logging** Added Rails loggers for OpenRouter in LLM usage logs for better observability. ## ⚡ 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. ## ⚙️ 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. * **TextInput Max Length** Added max length validation to TextInput components across the UI for improved data integrity. * **Text to SQL Workflow Fix** Fixed the text to SQL workflow component for correct query generation. * **Security Vulnerability Fixes** Addressed critical vulnerability identified in code scanning to improve platform security.