Built with reliability, security, and scalability at the core
Sequential and parallel task execution with dependency management. Break down complex workflows into manageable steps with conditional logic and error handling.
Visual workflow builder with drag-and-drop interface for creating and managing complex automation pipelines.
Intelligent task decomposition and routing to appropriate tools and agents. Dynamic planning based on context and available resources.
Multi-LLM support with fallback mechanisms and cost optimization. Automatic prompt engineering for optimal results.
Extensible tool library with 100+ pre-built integrations for APIs, databases, and applications. Custom tool creation with TypeScript/Python.
Automatic tool discovery, versioning, and dependency management. Secure credential handling and access control.
Secure execution environment for custom code in multiple languages. Isolated containers with resource limits and timeout controls.
Built-in debugging, logging, and monitoring. Support for Python, JavaScript, TypeScript, and shell scripts with package management.
Persistent context storage across sessions and workflows. Vector-based semantic memory for efficient information retrieval.
Automatic memory pruning and optimization. Support for both short-term working memory and long-term knowledge storage.
Orchestrate multiple specialized agents working together on complex tasks. Role-based agent definitions with specialized capabilities.
Inter-agent communication protocols and conflict resolution. Load balancing and resource allocation across agent pools.
Comprehensive monitoring, debugging, and management interface. Real-time execution tracing and performance metrics.
Workflow version control, testing, and deployment pipelines. Team collaboration features with role-based access control.
Comprehensive TypeScript/JavaScript SDK for custom integrations and extensions. REST API with OpenAPI specification.
CLI tools for local development and deployment. Extensive documentation, examples, and community support.
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