Features
Visual drag-and-drop agent builder (Agent Weaver)
Code-first SDK optimized for Cursor & Windsurf
Agent runtime with sandboxing and ACL enforcement
Multi-tenancy with team spaces, groups, permissions
Human-in-the-loop approvals and audit trails
Pre-built integrations with 200M+ APIs and 350K+ Hugging Face models
Supports OpenAI, Anthropic, Mixtral, Bedrock, and fine-tuned models
Chat-to-agent conversion via natural language prompts (Weaver)
RAG (Retrieval-Augmented Generation) integration
Advanced debugger with real-time telemetry and OpenTelemetry
Deployment to cloud, on-prem, edge, desktop, mobile, containers
Collaboration with live editing and shared workspaces
Browser automation and computer automation actions
Postman collection import for API components
Observability, versioning, compliance, lifecycle management
Fine-tune open-source LLMs (Llama 3, Mistral, Llama 2)
Automated hyperparameter optimization (Ludwig)
One-click deployment with autoscaling
Low-latency inference endpoints
Model evaluation and version comparison
Custom training data from S3/GCS
LoRA/QLoRA adapter-based fine-tuning
Per-request monitoring and logging
VPC deployment for data privacy
Support for multiple model architectures
