agent-fleet

Multi-agent lifecycle monitoring tracks state transitions like running, completed, failed, stalled, and terminated. It exposes RPC-like operations for status queries, metrics, and audit trails, ensuring fleet observability and operational safety.

To prevent runaway costs in a multi-agent fleet, apply a three-layer budget system. This governance framework enforces resource allocation policies and automatically triggers circuit-breaker logic to halt operations when high-risk thresholds are breached.

Heartbeat-based stall detection uses TTL signals to identify stalled sub-agents. When a heartbeat fails, the system triggers an escalation pathway for automated self-healing or manual intervention, ensuring sustainable multi-agent fleet stability.

Yes, you can apply circuit-breaker logic to protect concurrent agent workflows. This mechanism automatically degrades or blocks operations in high-risk scenarios, preventing cascading failures across the multi-agent fleet while maintaining operational safety.

Multi-agent fleet management is designed for factory-created sub-agent instances. It provides runtime lifecycle monitoring, budget governance, and fault protection specifically tailored for operational scenarios where multiple sub-agents run concurrently.