New
Browser control
Headless Chromium per flow node — navigate, click, type, and screenshot. Mint a live viewer link for human-in-the-loop login and CAPTCHA.
Platform update93+ node packs · web, Telegram & browser automation
Automate with clarity from canvas to production
Model business logic visually, run it on a durable execution engine, and ship batch workflows plus chatbots on the web or Telegram — with browser tools, layered variables, live debugging, and secure team access.
- 93+
- Node packs
- 2
- Flow types
- ∞
- Integrations
What's new
Built for teams shipping faster
Browser automation, Telegram chatbots, AI-assisted authoring, and team organization — all in one studio.
New
Telegram Bot
Inbound chatbot trigger with file attachments, session tracking, and optional auto-reply — same data shape as Chat Input.
New
Studio AI assistant
Describe changes in natural language; the assistant edits your canvas with tool calls grounded in your flow structure.
New
Workspaces & projects
Organize flows by team and initiative. Switch context from the home header without losing your place.
New
Context variables
Expose merged environment variables as data outputs — workspace → project → flow, with narrower scope winning on duplicates.
New
LLM agent & tool packs
Multi-provider chat models with session memory, wired to storage, vector search, databases, browsers, and MCP-style tool packs.
Flow types
One platform, two ways to run logic
The studio adapts the module library, run controls, and testing tools to match your flow type.
Workflow
Trigger-based automation with HTTP, forms, schedules, and integrations.
- WebhookHTTP trigger with parsed body, query, and headers
- Form RequestStart from a shareable form URL with field outputs
- Request APICall endpoints with params, headers, and body
Chatbot
Conversational flows via web chat, Telegram, or both — with tool-augmented agents.
- Chat InputShareable URL with message metadata and file uploads
- Telegram BotInbound messages and attachments with optional auto-reply
- LLM agentMulti-provider models with session memory, browser, and MCP tools
Voice Agent
SIP and VoIP call agents with speech-to-text, spoken replies, and trunk control tools.
- Voice InputTwilio, Asterisk, FreeSWITCH, or LiveKit SIP inbound calls
- Voice OutputTTS reply spoken back on the active call
- SIP Trunk ToolsHangup, hold music, transfer, mute for the agent
Platform
Everything you need to ship
Canvas-first authoring
Compose graphs visually, duplicate nodes, and open settings panels tailored to each module — including template variables from upstream outputs.
Engine you can trust
Execution runs on a dedicated engine with explicit contracts per node. Install packs on demand so production only loads the integrations each flow actually uses.
Operational resilience
Stateful orchestration records each node's outcome. Incomplete runs resume instead of restarting from the trigger.
Node library
Built from real building blocks
Installable node packs with clear contracts, data ports, and optional tool wiring.
Chat Input
Public chat entrypoint with a shareable URL and optional file uploads — PDF, images, text, Office, and more.
Telegram Bot
Long-polling trigger for Telegram chatbots — text, attachments, session IDs, and auto-reply back to the same chat.
Browser control
Agent-wired browser tools: tabs, navigation, clicks, typing, screenshots, and optional live human viewer sessions.
LLM agent
Multi-provider chat models with session memory. Wire tools for databases, storage, vector search, and browsers in a loop.
Webhook
HTTP trigger with parsed body, query, headers, and method — start flows from any incoming request.
Schedule Trigger
Recurring schedules via a visual builder or raw cron — hourly, daily, weekly, monthly, with timezone support.
Architecture
How it works
Organize
Create workspaces and projects, set variables per layer, and pick Workflow, Chatbot, or Voice Agent when you add a flow.
Author
Drag nodes, connect ports, use the AI assistant for edits, and save definitions to your workspace.
Execute
The studio forwards runs to the execution engine, which processes nodes in order and persists state after each step.
Observe
Debug on the canvas, run chat tests for bot flows, and inspect structured outputs per step.
Ready to build your next flow?
Sign in to open the studio — workflows, chatbots, and variables are waiting in your workspace.
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