Objective
Operate multi-agent systems reliably with predictable rollout, rollback, and incident handling.
Agent Lifecycle and Fleet Operations
Production TrackProduction operation requires explicit agent state transitions, health tracking, and intervention controls.
Lifecycle States
Typical states include created, warming, active, paused, draining, and terminated.
State transitions are policy-driven and should produce auditable transition events.
Fleet Governance
Fleet-level controls enforce aggregate exposure, strategy diversity constraints, and coordinated pause behavior.
Role-based controls separate strategy authorship from execution approval authority.
Observability
KPIs include P&L, hit ratio, drawdown, rejected action count, and safety-trigger frequency.
Operational dashboards should support per-agent drilldown and fleet-wide anomaly views.
Production Checkpoints
- ✓Lifecycle transitions are explicit and logged
- ✓Fleet exposure limits enforce globally
- ✓Agent health metrics are real-time
- ✓Rollback paths are rehearsed
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