Skip to main content

Features

Highlights​

Agent runtime

Tool-using execution with plans, sandboxes, streaming events, skills, and session state.

Chat mode

REST + SSE chat flows with model switching, provider abstractions, and per-user preferences.

Slides and storybooks

Dedicated content domains for presentation generation, visual storytelling, and media-backed assets.

Projects and deployment

Cloud Run publishing, project secrets, databases, design previews, and subdomain support.

Connectors and settings

GitHub, Google Drive, Composio, MCP, skills, user model settings, and prompt enhancement.

Operations and billing

Credits, Stripe-backed billing, background jobs, quality tracking, and environment-driven stack control.

Full List​

Product and UX​

  • Agent mode for multi-step execution with realtime progress and tool events.
  • Chat mode for direct model conversations over REST and streamed responses.
  • Shared sessions, session pins, wishlists, titles, and public-facing surfaces.
  • Frontend routes for chat, agent workspaces, dashboards, billing, content, and settings.

Runtime and orchestration​

  • 21 Socket.IO command handlers for query, planning, cancellation, sandbox status, publishing, and mobile flows.
  • Event pubsub fan-out into Socket.IO and database persistence.
  • Container-backed or provider-backed storage, Redis, and sandbox orchestration.
  • Domain-level services wired through an application container.

Agent tool surface​

  • Tool families for browser automation, shell execution, file editing, web search/visit, productivity, plans, media, slide systems, connectors, and sandbox actions.
  • Built-in skills plus user-configurable skill settings.
  • Dedicated runs and message persistence for agent sessions.

Content​

  • Slide generation, templates, slide design, and Nano Banana flows.
  • Storybook generation with page-level relationships.
  • Media templates and provider-backed image, voice, audio, and video generation support.

Projects and infrastructure​

  • Project CRUD, deployment history, cloud deployment orchestration, and database provisioning.
  • Project secrets and custom subdomain support.
  • Design preview infrastructure under the projects domain.

Integrations​

  • GitHub and Google Drive connectors plus Composio-backed external tools.
  • Prompt enhancement services.
  • Mobile/Apple flows for app-related operations.
  • User settings for LLM models, MCP servers, and custom skills.

Operations​

  • Credits, balances, transactions, and usage telemetry.
  • Stripe-backed billing transactions and webhook handling.
  • Cron workers and Celery integration.
  • Docs build, frontend build, backend dev, Docker stack, and database migration workflows.