Agent Deployments

Deploy agent containers on AINative's managed Kubernetes cluster. Includes auto-scaling, health monitoring, and integrated ZeroDB storage.

Base path: /api/v1/cloud/deployments

POST /

Deploy an agent container. Requires a registered agent and a container image URI.

import requests

response = requests.post(
    "https://api.ainative.studio/api/v1/cloud/deployments",
    headers=HEADERS,
    json={
        "agent_registration_id": "550e8400-e29b-41d4-a716-446655440000",
        "image_uri": "ghcr.io/my-org/my-agent:latest",
        "resource_plan": "standard",
        "runtime_config": {
            "env": {
                "LOG_LEVEL": "info",
                "ZERODB_PROJECT": "my-project",
            }
        },
    },
)

deployment = response.json()
print(f"Deployed: {deployment['endpoint_url']}")

Response (201):

{
  "id": "dep-uuid",
  "agent_registration_id": "550e8400-...",
  "namespace": "agents-user-123",
  "endpoint_url": "https://agents.ainative.studio/dep-uuid",
  "image_uri": "ghcr.io/my-org/my-agent:latest",
  "resource_plan": "standard",
  "status": "deploying",
  "min_instances": 1,
  "max_instances": 3,
  "auto_scale_enabled": true,
  "health_status": "unknown"
}

GET /

List your agent deployments.

curl "https://api.ainative.studio/api/v1/cloud/deployments?status=running" \
  -H "Authorization: Bearer $TOKEN"

GET /{deployment_id}

Get deployment details including status, endpoint URL, and scaling configuration.

curl https://api.ainative.studio/api/v1/cloud/deployments/dep-uuid \
  -H "Authorization: Bearer $TOKEN"

POST /{deployment_id}/scale

Scale deployment replicas via Horizontal Pod Autoscaler.

requests.post(
    "https://api.ainative.studio/api/v1/cloud/deployments/dep-uuid/scale",
    headers=HEADERS,
    json={
        "min_instances": 2,
        "max_instances": 10,
    },
)

Constraints: min_instances 0–10, max_instances 1–50.

DELETE /{deployment_id}

Teardown and terminate a deployment.

curl -X DELETE https://api.ainative.studio/api/v1/cloud/deployments/dep-uuid \
  -H "Authorization: Bearer $TOKEN"

GET /{deployment_id}/logs

Retrieve recent logs from a running agent.

curl "https://api.ainative.studio/api/v1/cloud/deployments/dep-uuid/logs?lines=100" \
  -H "Authorization: Bearer $TOKEN"

Parameter	Type	Default	Description
lines	int	50	Number of log lines to return
since	datetime	—	Return logs after this timestamp

Resource Plans

Plan	vCPU	Memory	GPU	Scaling	Use Case
basic	0.5	512 MB	—	1 instance	Development, testing
standard	1	1 GB	—	1–10	Production workloads
performance	2	2 GB	—	1–20	High-throughput agents
gpu	2	4 GB	T4	1–5	ML inference agents

Deployment Lifecycle

deploying → running → scaling → running
                ↓
            stopping → stopped
                ↓
              failed