Orchestration
Deploy and manage AI agent fleets with container isolation, persistent sessions, and real-time coordination.
Container Isolation
Each agent runs in its own Incus container with dedicated resources, filesystem, and network. Full isolation means one agent's failure never impacts another.
Multi-Channel Delivery
Connect agents to Telegram, WhatsApp, and email. Messages are routed through a unified pipeline — one agent, every channel, consistent experience.
Real-Time Streaming
Token-level streaming from the LLM all the way to the user's chat. No buffering, no waiting — responses appear as they're generated.
Session Management
Persistent sessions with full context preservation. Agents pick up exactly where they left off, even across container restarts and redeployments.
MCP Tools
Agents can use built-in tools to manage their own configuration, access memory, run scheduled tasks, and interact with external services via MCP servers.
Health Monitoring
Real-time health checks, performance metrics, and alerting. Track agent activity, channel health, and infrastructure status from a single dashboard.
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