Features Implemented — Last 30 Days (Feb 6 – Mar 8, 2026)
AI Agent System
AI Team Generation — AI-powered "Generate Team" feature that creates a full org chart team (3-8 roles with hierarchy) from a project/task/company description using GPT-4o
Agent Catalog — Browse 61+ preset AI roles across 8 divisions with search, filter, view details, copy prompts, and "Add to Team" actions
Agent Programming — Agents can autonomously write, execute, and reuse programs (Python/Bash/JS) via Program Runner skill and workflow "program" step type
Role Delegation — AI agents delegate tasks to direct reports in the org chart, up to 5 levels deep with hierarchy enforcement
Visual Intelligence — Agents can analyze and compare web page screenshots
Browser Control — Agents can browse the internet and interact with web pages
Custom AI Roles — Create fully custom AI team members with configurable prompts, skills, and API model selection
AI Divisions — All 61+ roles organized into 8 divisions (Engineering, Design, Marketing, Product, etc.)
Smart Skill Defaults — Auto-assigns relevant skills to new roles based on role type and keywords
AI Skills & Integrations (26 new skill categories)
Grok AI Skills — X Social Intelligence, Image Studio, Video Creator, Code Interpreter, Live Web, Deep Research
Claude AI Skills — Web Research, Code Sandbox, Document Analyst, Deep Thinker, Vision Pro, Batch Processor
Gemini AI Skills — Deep Research, Image Generation, Podcast Studio, Document Analyst, Video Intelligence, Code Sandbox, URL & Search, Computer Use
PostHog Analytics — Product Analytics, Experimentation, and App Health monitoring (16 tools)
Pinecone Integration — Knowledge Base and Vector Search for RAG capabilities
Perplexity AI Search — Web search with research and Q&A tools
Tavily Web Search — 4 tools for search/extract/research/Q&A
Composio Gateway — Access to 1000+ SaaS integrations
Social Publishing — X/Twitter publishing (6 tools) and LinkedIn publishing (4 tools)
Microsoft 365 — Outlook email, OneDrive file management, SharePoint
Figma Integration — Design tool integration
ElevenLabs — Text-to-speech and audio generation
Discord Integration — OAuth + messaging
HubSpot CRM — Contact and deal management
Twilio SMS — SMS and calling functionality
Dropbox Integration — File storage and management
Asana Integration — Project management (8 tools)
Linear Integration — Issue and project tracking (8 tools)
Granola Integration — Meeting notes and transcripts
Jira Integration — Project management
Context OS (AI Memory System)
Context OS — Full persistent memory layer for AI agents with 3-stage pipeline (Constructor → Loader → Evaluator), versioned artifacts, confidence scoring, and approval workflows
Context OS Toggle — Users can disable context pipeline per-chat to save tokens
Context Explorer — Browsable context sidebar in Lab Chat
Workflow System
Visual Workflow Builder — Drag-and-drop canvas for building multi-step AI workflows with condition nodes, program nodes, and real-time execution monitoring
Workflow Calendar — Month/week/day calendar view for scheduling workflows with color-coded events and reschedule actions
Workflow Schedule Time Picker — Frequency-based scheduling with 12-hour AM/PM time selection
AI Workflow Generation — Generate workflows from natural language descriptions via @Workflow mention
Workflow Execution Monitoring — Real-time step-by-step progress with WebSocket events and canvas node highlighting
AI Workflow Fixes — AI-powered diagnosis and one-click fixes for failed workflow steps
Agent Command Center
Unified Command Center — Consolidated hub replacing the old Agent Dashboard: lab selector, KPI bar, Connections Strip, Org Chart/Roster/Catalog toggle, Skills, Workflows, Lab Chat, and Resource Metrics
Connections Strip — Visual ribbon showing all integrated services with connection status and quick-connect actions
Agent Visualizer — Interactive visualization of agent activity integrated into Lab Chat
Project Cards & Automation
Project Card Agent Integration — Assign cards to AI agent roles for automatic background execution with status tracking
Project Card Attachments — File attachment system supporting Google Drive and Object Storage
AI Project Actions — AI tools for creating cards, assigning to agents, and requesting agent work
Create New Dialog
Ask Tab (Voice-First Intent Routing) — Natural language input with voice support that parses intent and navigates to the right creation flow (10 creation types)
Intent Router — Keyword/phrase matching engine for Agent, Workflow, Team, Idea, App, Lab, Mission, Campaign, Product, Start Up
Browse Tab — Grid of quick-create options with liquid-glass icons and endless scroll
Admin & Analytics
Admin User Dashboard — Test user filtering, daily token usage charts (last 30 days), and top users by token usage
AI Token Management — Daily token limits, unlimited toggle for admins, per-user token tracking
Agent Dashboard Analytics — Workflow and token analytics per Lab
User Experience
Guided Tours — Welcome Tour + Labs Tour with core/extended pattern and concurrent tour lock system
Mobile UI Fixes — Connections strip responsive layout, Lab Chat input visibility, org chart icon improvements
Interactive Landing Page Effects — Cursor-spotlight reveal, AI team radial visualization, skills marquee, ambient particles
Performance Optimizations — Three.js memory management (IntersectionObserver + visibility pausing), adaptive particle counts for low-end devices, video lazy loading
Security & Infrastructure
Input Validation & Query Limits — Added across all API endpoints
Skill Registry Auth Gate — Centralized auth validation for all 68 skills
Error Resilience — Database pool error recovery, React ErrorBoundary, SectionErrorBoundary, and frontend error reporting
Tool Router — Intelligent pre-filtering that reduces token waste by selecting relevant skills before the main AI call
That's 58 distinct features/improvements shipped in the last 30 days.
