curl -X POST "$ATAI_API_URL/agents/bundles" \
  -H "Authorization: Bearer $ATAI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "blueprint": "osm",
    "name": "Pump A monitor",
    "description": "Open-set monitor tuned for pump A telemetry.",
    "values": {},
    "artifacts": {
      "calibration": "s3://.../knn_index"
    }
  }'

import os
import requests

base_url = os.environ["ATAI_API_URL"]
api_key = os.environ["ATAI_API_KEY"]

response = requests.post(
    f"{base_url}/agents/bundles",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "blueprint": "osm",
        "name": "Pump A monitor",
        "description": "Open-set monitor tuned for pump A telemetry.",
        "values": {},
        "artifacts": {"calibration": "s3://.../knn_index"},
    },
)

if response.status_code == 201:
    bundle = response.json()
    print(f"Created bundle {bundle['id']} pinning {bundle['blueprint_id']}")
else:
    print(f"Error: {response.json()['errors']}")

const response = await fetch(`${process.env.ATAI_API_URL}/agents/bundles`, {
  method: 'POST',
  headers: {
    'Authorization': `Bearer ${process.env.ATAI_API_KEY}`,
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    blueprint: 'osm',
    name: 'Pump A monitor',
    description: 'Open-set monitor tuned for pump A telemetry.',
    values: {},
    artifacts: { calibration: 's3://.../knn_index' }
  })
});

const body = await response.json();

if (response.status === 201) {
  console.log(`Created bundle ${body.id} pinning ${body.blueprint_id}`);
} else {
  console.error('Error:', body.errors);
}

{
  "id": "bnd_01jc9pd42kzq7v8n3h5m6rtx0w",
  "org_id": "org_01jc8m5r2vq9xt4bn7h3kdzs6w",
  "name": "Pump A monitor",
  "description": "Open-set monitor tuned for pump A telemetry.",
  "blueprint_id": "blp_01jc9n7k3xf8mbq2v5t0ary6de",
  "model": null,
  "values": {},
  "artifacts": {
    "calibration": "s3://.../knn_index"
  },
  "status": "ready",
  "is_canonical": false,
  "created_at": "2026-08-11T15:02:19Z"
}

{
  "errors": [
    {
      "code": "<error_code>",
      "message": "Invalid request.",
      "suggestion": null,
      "error_uid": "err-xxxxxxxx"
    }
  ]
}

{
  "errors": [
    {
      "code": "<error_code>",
      "message": "Super-admin required for canonical bundles.",
      "suggestion": null,
      "error_uid": "err-xxxxxxxx"
    }
  ]
}

{
  "errors": [
    {
      "code": "<error_code>",
      "message": "Blueprint not found.",
      "suggestion": null,
      "error_uid": "err-xxxxxxxx"
    }
  ]
}