Autonomous Agents

Agents That Think, Act, and Adapt

The full agent runtime — model routing, memory, UI, browser, triggers, and multi-agent coordination. No framework required.

Agent Runtime

Everything Built In

Production-ready agent infrastructure without the orchestration code

Smart Model Routing

Route requests across providers with primary, budget, and fallback models. Automatic failover and cost optimization per agent.

Three-Tier Memory

Working memory (Redis), message journal (ClickHouse), and LLM-powered conversation summaries. Agents remember context across sessions.

Generative UI

Agents render interactive tables, charts, forms, and approval dialogs directly in conversation via the A2UI protocol. No frontend code.

Browser & Computer Access

Stateful browser sessions with navigation, screenshots, PDF generation, tab management, and domain policy enforcement.

Sub-Agent Delegation

Parent agents delegate tasks to specialized sub-agents with isolated context and configurable depth limits (up to 3 levels).

Automation Triggers

Scheduled (cron), event-based, and proactive webhook triggers. Agents run autonomously with budget controls and daily firing quotas.

A2UI Protocol

Agents That Render UI

Interactive components agents can generate directly in conversation

Data Visualization

Tables, charts, and data grids rendered from agent output. Users interact with results, not raw text.

Approval Workflows

Agents present approval forms with structured actions. Human-in-the-loop without leaving the conversation.

Dynamic Forms

Setup wizards, configuration forms, and input collection. Agents gather structured data through real UI components.

Status & Progress

Progress indicators, status cards, and accordion panels. Agents show work in progress with rich formatting.

Agent Lifecycle

From Creation to Autonomy

Configure Your Agent

Define system prompt, select models (primary + budget + fallback), configure memory tiers, and set capability permissions.

Connect Capabilities

Enable built-in tools, attach connectors, deploy WASM plugins. Use Intelligent Tool Discovery to auto-route to the right tools.

Set Triggers & Budgets

Schedule cron jobs, wire up event triggers, set token and cost budgets. Agents operate within defined boundaries.

Deploy & Monitor

Expose via MCP gateway, channels (Slack, Telegram), API, or A2A discovery. Full audit trail for every action.

Multi-Agent

Agents That Coordinate

Built-in primitives for multi-agent systems

Delegation & Handoffs

Parent agents spawn sub-agents for specialized tasks. Results flow back with structured output and token usage tracking.

A2A Discovery

Agents discover each other through the Agent-to-Agent protocol. Agent cards describe capabilities, enabling autonomous collaboration.

Shared Context

Three-tier memory ensures agents share relevant context while maintaining isolation. Cross-session knowledge via summary memory.

Build Your First Agent

Free tier with all capabilities. Deploy an autonomous agent in under 5 minutes.