multiagent-orchestration changedmanaged-agents/multiagent-orchestration
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6363 )
6464 ```
6565
66 ```bash CLI
67 ant beta:agents create <<YAML
68 name: Engineering Lead
69 model: claude-opus-5
70 system: You coordinate engineering work. Delegate code review to the reviewer agent and test writing to the test agent.
71 tools:
72 - type: agent_toolset_20260401
73 multiagent:
74 type: coordinator
75 agents:
76 - type: agent
77 id: $REVIEWER_AGENT_ID
78 - type: agent
79 id: $TEST_WRITER_AGENT_ID
80 YAML
81 ```
66 <MultiFileExample language="cli" label="CLI">
67 ```bash CLI
68 ant beta:agents create < coordinator.agent.yaml
69 ```
8270
71 <File filename="coordinator.agent.yaml">
72 ```yaml
73 name: Engineering Lead
74 model: claude-opus-5
75 system: You coordinate engineering work. Delegate code review to the reviewer agent and test writing to the test agent.
76 tools:
77 - type: agent_toolset_20260401
78 multiagent:
79 type: coordinator
80 agents:
81 - type: agent
82 id: $REVIEWER_AGENT_ID # replace before running command
83 - type: agent
84 id: $TEST_WRITER_AGENT_ID # replace before running command
85 ```
86 </File>
87 </MultiFileExample>
88
8389 ```python Python
8490 coordinator = client.beta.agents.create(
8591 name="Engineering Lead",
from line 426
420426 echo "$session_id"
421427 ```
422428
423 ```bash CLI
424 research_agent_id=$(ant beta:agents create --transform id --raw-output <<YAML
425 name: researcher
426 model: claude-haiku-4-5
427 mcp_servers:
428 - type: url
429 name: github
430 url: https://api.githubcopilot.com/mcp/
431 tools:
432 - type: mcp_toolset
433 mcp_server_name: github
434 YAML
435 )
429 <MultiFileExample language="cli" label="CLI">
430 ```bash CLI
431 research_agent_id=$(ant beta:agents create --transform id --raw-output < researcher.agent.yaml)
432 ```
436433
437 coordinator_id=$(ant beta:agents create --transform id --raw-output <<YAML
438 name: coordinator
439 model: claude-opus-5
440 tools:
441 - type: agent_toolset_20260401
442 multiagent:
443 type: coordinator
444 agents:
445 - type: agent
446 id: $research_agent_id
447 YAML
448 )
434 <File filename="researcher.agent.yaml">
435 ```yaml
436 name: researcher
437 model: claude-haiku-4-5
438 mcp_servers:
439 - type: url
440 name: github
441 url: https://api.githubcopilot.com/mcp/
442 tools:
443 - type: mcp_toolset
444 mcp_server_name: github
445 ```
446 </File>
449447
450 session_id=$(ant beta:sessions create \
451 --agent "$coordinator_id" \
452 --environment-id "$environment_id" \
453 --vault-id "$vault_id" \
454 --transform id --raw-output)
455 echo "$session_id"
456 ```
448 <File filename="subagent-coordinator.agent.yaml">
449 ```yaml
450 name: coordinator
451 model: claude-opus-5
452 tools:
453 - type: agent_toolset_20260401
454 multiagent:
455 type: coordinator
456 agents:
457 - type: agent
458 id: $research_agent_id # replace before running command
459 ```
460 </File>
461
462 ```bash CLI
463 coordinator_id=$(ant beta:agents create --transform id --raw-output < subagent-coordinator.agent.yaml)
464
465 session_id=$(ant beta:sessions create \
466 --agent "$coordinator_id" \
467 --environment-id "$environment_id" \
468 --vault-id "$vault_id" \
469 --transform id --raw-output)
470 echo "$session_id"
471 ```
472 </MultiFileExample>
457473
458474 ```python Python
459475 research_agent = client.beta.agents.create(
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