مديرو الشبكات وأنظمة الحاسوب Orchestrate multi-agent AI workflows with swarm-cli compose files. Creates swarm.yaml task definitions, configures planner/doer/reviewer DAG pipelines, sets task dependencies with conditions, manages agent lifecycle (run, pause, kill, monitor), and uses runtime variables for inter-task communication. Use when setting up multi-agent orchestration, writing swarm compose files, configuring AI agent pipelines, debugging swarm task execution, or managing concurrent agent workflows.
2026-05-10