RunCtl is a multi-tenant runtime and scheduler for AI agents. Agents are easy to prototype, but painful to run in production. RunCtl handles agent lifecycle management, task scheduling, cost-aware execution, isolation, and observability, so teams can deploy, scale, and monetize AI agents without rebuilding infra from scratch.