Autonomous multi-step execution with tool calling

DAG pipelines with branching and conditional logic

Connect to any external tool via Model Context Protocol

Installable prompt-and-tool templates

Hot, warm, and cold RAG with auto-consolidation

Vector search over your private documents

Entity relationships and auto-graph construction

Safety, compliance, and content filtering

Traces, metrics, logs, and error tracking

Swarm orchestration with supervisor pattern

Cron and event-driven triggers

Structured knowledge extraction from conversations