Platform
Built for production AI
Conversational AI Agent
Claude reasoning with tool dispatch, streaming responses, and full conversation context.
Long-term RAG Memory
Qdrant vector store with Voyage embeddings, semantic recall, auto-deduplication, and six memory categories.
Background Job System
NATS-backed workers for long-running tasks with real-time progress reporting.
Ephemeral Task Pods
Kubernetes jobs with zero ingress, NATS-only egress, and automatic 30-minute cleanup.
Extension System (MCP)
Deploy a pod, gain a tool. Hot-pluggable capabilities with runtime discovery.
Distributed Companions
Multi-agent coordination with specialized roles and cross-cluster communication.
Multi-Channel Gateway
Web UI, Telegram, Discord with per-channel history and format-aware responses.
Observability Stack
OpenTelemetry tracing, Prometheus metrics, and structured logging across the entire platform.