From e7f6265ad5ac5ff758adbeedf40da546f93278bc Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Wed, 11 Jun 2025 15:10:53 -0600
Subject: [PATCH 1/8] feat: add luma functions

---
 CHANGELOG.md                                  |   7 +
 easypost/easypost_client.py                   |   2 +
 easypost/services/__init__.py                 |   1 +
 easypost/services/luma_service.py             |  33 ++
 easypost/services/shipment_service.py         |  26 ++
 tests/cassettes/test_luma_get_promises.yaml   |  88 ++++++
 tests/cassettes/test_shipment_buy_luma.yaml   | 293 ++++++++++++++++++
 .../test_shipment_create_and_buy_luma.yaml    | 125 ++++++++
 tests/conftest.py                             |  15 +
 tests/test_luma.py                            |  19 ++
 tests/test_shipment.py                        |  39 +++
 11 files changed, 648 insertions(+)
 create mode 100644 easypost/services/luma_service.py
 create mode 100644 tests/cassettes/test_luma_get_promises.yaml
 create mode 100644 tests/cassettes/test_shipment_buy_luma.yaml
 create mode 100644 tests/cassettes/test_shipment_create_and_buy_luma.yaml
 create mode 100644 tests/test_luma.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f5ea0517..87ff8adc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # CHANGELOG
 
+## Next Release
+
+- Adds the following functions
+  - `shipment.create_and_buy_luma`
+  - `shipment.buy_luma`
+  - `luma.get_promises`
+
 ## v10.0.1 (2025-05-27)
 
 - Corrects the endpoint used for creating/updating UPS accounts
diff --git a/easypost/easypost_client.py b/easypost/easypost_client.py
index 262833c1..b2c65ede 100644
--- a/easypost/easypost_client.py
+++ b/easypost/easypost_client.py
@@ -24,6 +24,7 @@
     EndShipperService,
     EventService,
     InsuranceService,
+    LumaService,
     OrderService,
     ParcelService,
     PickupService,
@@ -69,6 +70,7 @@ def __init__(
         self.end_shipper = EndShipperService(self)
         self.event = EventService(self)
         self.insurance = InsuranceService(self)
+        self.luma = LumaService(self)
         self.order = OrderService(self)
         self.parcel = ParcelService(self)
         self.rate = RateService(self)
diff --git a/easypost/services/__init__.py b/easypost/services/__init__.py
index f042f517..68b025d4 100644
--- a/easypost/services/__init__.py
+++ b/easypost/services/__init__.py
@@ -13,6 +13,7 @@
 from easypost.services.end_shipper_service import EndShipperService
 from easypost.services.event_service import EventService
 from easypost.services.insurance_service import InsuranceService
+from easypost.services.luma_service import LumaService
 from easypost.services.order_service import OrderService
 from easypost.services.parcel_service import ParcelService
 from easypost.services.pickup_service import PickupService
diff --git a/easypost/services/luma_service.py b/easypost/services/luma_service.py
new file mode 100644
index 00000000..90a51613
--- /dev/null
+++ b/easypost/services/luma_service.py
@@ -0,0 +1,33 @@
+from typing import (
+    Any,
+)
+
+from easypost.easypost_object import convert_to_easypost_object
+from easypost.models import (
+    Shipment,
+)
+from easypost.requestor import (
+    RequestMethod,
+    Requestor,
+)
+from easypost.services.base_service import BaseService
+
+
+class LumaService(BaseService):
+    def __init__(self, client):
+        self._client = client
+        self._model_class = "Luma"
+
+    def get_promises(
+        self,
+        **params: dict[str, Any],
+    ) -> Shipment:
+        """Get Luma promises on what rates meet your criteria."""
+        url = "/luma/promise"
+        wrapped_params = {
+            self._snakecase_name("Shipment"): params,
+        }
+
+        response = Requestor(self._client).request(method=RequestMethod.POST, url=url, params=wrapped_params)
+
+        return convert_to_easypost_object(response=response)
diff --git a/easypost/services/shipment_service.py b/easypost/services/shipment_service.py
index 1f8a0885..91a622db 100644
--- a/easypost/services/shipment_service.py
+++ b/easypost/services/shipment_service.py
@@ -161,3 +161,29 @@ def recommend_ship_date(self, id: str, desired_delivery_date: str) -> list[dict[
         response = Requestor(self._client).request(method=RequestMethod.GET, url=url, params=params)
 
         return convert_to_easypost_object(response=response.get("rates", []))
+
+    def create_and_buy_luma(
+        self,
+        **params: dict[str, Any],
+    ) -> Shipment:
+        """Create and buy a Luma Shipment in one call."""
+        url = f"{self._class_url(self._model_class)}/luma"
+        wrapped_params = {
+            self._snakecase_name(self._model_class): params,
+        }
+
+        response = Requestor(self._client).request(method=RequestMethod.POST, url=url, params=wrapped_params)
+
+        return convert_to_easypost_object(response=response)
+
+    def buy_luma(
+        self,
+        id: str,
+        **params: dict[str, Any],
+    ) -> Shipment:
+        """Buy a Shipment with Luma."""
+        url = f"{self._instance_url(self._model_class, id)}/luma"
+
+        response = Requestor(self._client).request(method=RequestMethod.POST, url=url, params=params)
+
+        return convert_to_easypost_object(response=response)
diff --git a/tests/cassettes/test_luma_get_promises.yaml b/tests/cassettes/test_luma_get_promises.yaml
new file mode 100644
index 00000000..93347267
--- /dev/null
+++ b/tests/cassettes/test_luma_get_promises.yaml
@@ -0,0 +1,88 @@
+interactions:
+- request:
+    body: '{"shipment": {"from_address": {"name": "Jack Sparrow", "street1": "388
+      Townsend St", "street2": "Apt 20", "city": "San Francisco", "state": "CA", "zip":
+      "94107", "country": "US", "email": "test@example.com", "phone": "5555555555"},
+      "to_address": {"name": "Elizabeth Swan", "street1": "179 N Harbor Dr", "city":
+      "Redondo Beach", "state": "CA", "zip": "90277", "country": "US", "email": "test@example.com",
+      "phone": "5555555555"}, "parcel": {"length": 10, "width": 8, "height": 4, "weight":
+      15.4}, "ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
+      "deliver_by_date": "2025-06-19"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '608'
+      Content-Type:
+      - application/json
+      authorization:
+      - <REDACTED>
+      user-agent:
+      - <REDACTED>
+    method: POST
+    uri: https://api.easypost.com/v2/luma/promise
+  response:
+    body:
+      string: '{"luma_info": {"ai_results": [{"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_usd": "7.42", "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_usd": "6.07", "service": "GroundAdvantage"}], "matching_rule_idx":
+        0, "ruleset_description": "Buy the cheapest rate that satisfies all of the
+        following:\nRule 0\n        - Deliver by user input day of deliver_by_date    -
+        Transit day confidence >= 90\nOtherwise buy the cheapest rate", "luma_selected_rate":
+        {"carrier": "USPS", "carrier_account_id": "ca_b25657e9896e4d63ac8151ac346ac41e",
+        "currency": "USD", "rate": "6.07", "service": "GroundAdvantage", "luma_predicted_deliver_by_date":
+        "2025-06-17"}}}'
+    headers:
+      cache-control:
+      - private, no-cache, no-store
+      content-length:
+      - '957'
+      content-type:
+      - application/json; charset=utf-8
+      expires:
+      - '0'
+      pragma:
+      - no-cache
+      referrer-policy:
+      - strict-origin-when-cross-origin
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      transfer-encoding:
+      - chunked
+      x-backend:
+      - easypost
+      x-canary:
+      - direct
+      x-content-type-options:
+      - nosniff
+      x-download-options:
+      - noopen
+      x-ep-request-uuid:
+      - 09e6e0bc6849ee72e7798bac002ddaac
+      x-frame-options:
+      - SAMEORIGIN
+      x-node:
+      - bigweb32nuq
+      x-permitted-cross-domain-policies:
+      - none
+      x-proxied:
+      - intlb4nuq 668d3fc830
+      - extlb2nuq 99aac35317
+      x-runtime:
+      - '0.168261'
+      x-version-label:
+      - easypost-202506112030-f8bf908411-master
+      x-xss-protection:
+      - 1; mode=block
+    status:
+      code: 200
+      message: OK
+version: 1
diff --git a/tests/cassettes/test_shipment_buy_luma.yaml b/tests/cassettes/test_shipment_buy_luma.yaml
new file mode 100644
index 00000000..96992147
--- /dev/null
+++ b/tests/cassettes/test_shipment_buy_luma.yaml
@@ -0,0 +1,293 @@
+interactions:
+- request:
+    body: '{"shipment": {"from_address": {"name": "Jack Sparrow", "street1": "388
+      Townsend St", "street2": "Apt 20", "city": "San Francisco", "state": "CA", "zip":
+      "94107", "country": "US", "email": "test@example.com", "phone": "5555555555"},
+      "to_address": {"name": "Elizabeth Swan", "street1": "179 N Harbor Dr", "city":
+      "Redondo Beach", "state": "CA", "zip": "90277", "country": "US", "email": "test@example.com",
+      "phone": "5555555555"}, "parcel": {"length": 10, "width": 8, "height": 4, "weight":
+      15.4}}}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '496'
+      Content-Type:
+      - application/json
+      authorization:
+      - <REDACTED>
+      user-agent:
+      - <REDACTED>
+    method: POST
+    uri: https://api.easypost.com/v2/shipments
+  response:
+    body:
+      string: '{"id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "created_at": "2025-06-11T20:49:40Z",
+        "is_return": false, "messages": [], "mode": "test", "options": {"currency":
+        "USD", "payment": {"type": "SENDER"}, "date_advance": 0}, "reference": null,
+        "status": "unknown", "tracking_code": null, "updated_at": "2025-06-11T20:49:40Z",
+        "batch_id": null, "batch_status": null, "batch_message": null, "customs_info":
+        null, "from_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object":
+        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
+        "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
+        "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
+        {}}, "insurance": null, "order_id": null, "parcel": {"id": "prcl_8106bd43bfbd4ea495b6db7e3857a41e",
+        "object": "Parcel", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
+        15.4, "mode": "test"}, "postage_label": null, "rates": [{"id": "rate_6d05439ab1ea4266a01de1a633e306c1",
+        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
+        "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
+        "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        1, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_50d12130bef842c998a11919abeefd75",
+        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
+        "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
+        "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        2, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_469f1eda227d4356acef110d57c6d96f",
+        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
+        "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
+        "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "refund_status": null, "scan_form":
+        null, "selected_rate": null, "tracker": null, "to_address": {"id": "adr_9851e797470511f0929c3cecef1b359e",
+        "object": "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at":
+        "2025-06-11T20:49:40+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
+        "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
+        "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
+        null, "state_tax_id": null, "verifications": {}}, "usps_zone": 4, "return_address":
+        {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object": "Address", "created_at":
+        "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00", "name":
+        "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
+        "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
+        "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
+        {}}, "buyer_address": {"id": "adr_9851e797470511f0929c3cecef1b359e", "object":
+        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "name": "Elizabeth Swan", "company": null, "street1": "179 N Harbor Dr", "street2":
+        null, "city": "Redondo Beach", "state": "CA", "zip": "90277", "country": "US",
+        "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
+        {}}, "forms": [], "fees": [], "object": "Shipment"}'
+    headers:
+      cache-control:
+      - private, no-cache, no-store
+      content-length:
+      - '4325'
+      content-type:
+      - application/json; charset=utf-8
+      expires:
+      - '0'
+      location:
+      - /api/v2/shipments/shp_a5917c3ae606499c9249d624b6dbf1c5
+      pragma:
+      - no-cache
+      referrer-policy:
+      - strict-origin-when-cross-origin
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      transfer-encoding:
+      - chunked
+      x-backend:
+      - easypost
+      x-content-type-options:
+      - nosniff
+      x-download-options:
+      - noopen
+      x-ep-request-uuid:
+      - 76e25b4d6849ebe4e77986c40029b9a1
+      x-frame-options:
+      - SAMEORIGIN
+      x-node:
+      - bigweb55nuq
+      x-permitted-cross-domain-policies:
+      - none
+      x-proxied:
+      - intlb3nuq 668d3fc830
+      - extlb1nuq 99aac35317
+      x-runtime:
+      - '0.195868'
+      x-version-label:
+      - easypost-202506112030-f8bf908411-master
+      x-xss-protection:
+      - 1; mode=block
+    status:
+      code: 201
+      message: Created
+- request:
+    body: '{"ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
+      "deliver_by_date": "2025-06-19"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '112'
+      Content-Type:
+      - application/json
+      authorization:
+      - <REDACTED>
+      user-agent:
+      - <REDACTED>
+    method: POST
+    uri: https://api.easypost.com/v2/shipments/shp_a5917c3ae606499c9249d624b6dbf1c5/luma
+  response:
+    body:
+      string: '{"id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_9851e797470511f0929c3cecef1b359e",
+        "object": "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at":
+        "2025-06-11T20:49:40+00:00", "name": "ELIZABETH SWAN", "company": null, "street1":
+        "179 N HARBOR DR", "street2": "", "city": "REDONDO BEACH", "state": "CA",
+        "zip": "90277-2506", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
+        "mode": "test", "carrier_facility": null, "residential": false, "federal_tax_id":
+        null, "state_tax_id": null, "verifications": {"zip4": {"success": true, "errors":
+        [], "details": null}, "delivery": {"success": true, "errors": [], "details":
+        {"latitude": 33.8436, "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}},
+        "from_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object": "Address",
+        "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
+        "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
+        "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
+        {}}, "return_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object":
+        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
+        "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
+        "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
+        {}}, "buyer_address": {"id": "adr_9851e797470511f0929c3cecef1b359e", "object":
+        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "name": "ELIZABETH SWAN", "company": null, "street1": "179 N HARBOR DR", "street2":
+        "", "city": "REDONDO BEACH", "state": "CA", "zip": "90277-2506", "country":
+        "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
+        null, "residential": false, "federal_tax_id": null, "state_tax_id": null,
+        "verifications": {"zip4": {"success": true, "errors": [], "details": null},
+        "delivery": {"success": true, "errors": [], "details": {"latitude": 33.8436,
+        "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}}, "parcel":
+        {"id": "prcl_8106bd43bfbd4ea495b6db7e3857a41e", "object": "Parcel", "created_at":
+        "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z", "length": 10.0,
+        "width": 8.0, "height": 4.0, "predefined_package": null, "weight": 15.4, "mode":
+        "test"}, "customs_info": null, "scan_form": null, "forms": [], "insurance":
+        null, "rates": [{"id": "rate_6d05439ab1ea4266a01de1a633e306c1", "object":
+        "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
+        "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
+        "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        1, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_50d12130bef842c998a11919abeefd75",
+        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
+        "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
+        "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        2, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_469f1eda227d4356acef110d57c6d96f",
+        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
+        "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
+        "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "selected_rate": {"id": "rate_469f1eda227d4356acef110d57c6d96f",
+        "object": "Rate", "created_at": "2025-06-11T20:49:41Z", "updated_at": "2025-06-11T20:49:41Z",
+        "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
+        "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
+        "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
+        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-17",
+        "predicted_deliver_days": 5, "rate_id": "rate_6d05439ab1ea4266a01de1a633e306c1",
+        "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_id": "rate_50d12130bef842c998a11919abeefd75", "rate_usd": "7.42",
+        "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_id": "rate_469f1eda227d4356acef110d57c6d96f", "rate_usd": "6.07",
+        "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
+        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n        -
+        Deliver by user input day of deliver_by_date    - Transit day confidence >=
+        90\nOtherwise buy the cheapest rate"}, "postage_label": {"object": "PostageLabel",
+        "id": "pl_3f969b95b81546749520142f5b588d3c", "created_at": "2025-06-11T20:49:41Z",
+        "updated_at": "2025-06-11T20:49:41Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-11T20:49:41Z", "label_resolution": 300, "label_size":
+        "4x6", "label_type": "default", "label_file_type": "image/png", "label_url":
+        "https://easypost-files.s3.us-west-2.amazonaws.com/files/postage_label/20250611/e87b32a0f898aa4dc78016d274a98f96b3.png",
+        "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
+        null}, "messages": [], "options": {"currency": "USD", "payment": {"type":
+        "SENDER"}, "date_advance": 0}, "is_return": null, "tracking_code": "9400100208303109969190",
+        "usps_zone": 4, "status": "unknown", "tracker": {"id": "trk_a38d18ed75d646318ac4bb70106de013",
+        "object": "Tracker", "mode": "test", "tracking_code": "9400100208303109969190",
+        "status": "unknown", "status_detail": "unknown", "created_at": "2025-06-11T20:49:41Z",
+        "updated_at": "2025-06-11T20:49:41Z", "signed_by": null, "weight": null, "est_delivery_date":
+        null, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier": "USPS",
+        "tracking_details": [], "fees": [], "carrier_detail": null, "public_url":
+        "https://track.easypost.com/djE6dHJrX2EzOGQxOGVkNzVkNjQ2MzE4YWM0YmI3MDEwNmRlMDEz"},
+        "fees": [{"object": "Fee", "type": "LabelFee", "amount": "0.00000", "charged":
+        true, "refunded": false}, {"object": "Fee", "type": "PostageFee", "amount":
+        "6.07000", "charged": true, "refunded": false}], "refund_status": null, "batch_id":
+        null, "batch_status": null, "batch_message": null, "tax_identifiers": null,
+        "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:41Z"}'
+    headers:
+      cache-control:
+      - private, no-cache, no-store
+      content-length:
+      - '7358'
+      content-type:
+      - application/json; charset=utf-8
+      expires:
+      - '0'
+      pragma:
+      - no-cache
+      referrer-policy:
+      - strict-origin-when-cross-origin
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      transfer-encoding:
+      - chunked
+      x-backend:
+      - easypost
+      x-canary:
+      - direct
+      x-content-type-options:
+      - nosniff
+      x-download-options:
+      - noopen
+      x-ep-request-uuid:
+      - 76e25b4d6849ebe4e77986c40029b9fd
+      x-frame-options:
+      - SAMEORIGIN
+      x-node:
+      - bigweb32nuq
+      x-permitted-cross-domain-policies:
+      - none
+      x-proxied:
+      - intlb4nuq 668d3fc830
+      - extlb1nuq 99aac35317
+      x-runtime:
+      - '0.789177'
+      x-version-label:
+      - easypost-202506112030-f8bf908411-master
+      x-xss-protection:
+      - 1; mode=block
+    status:
+      code: 200
+      message: OK
+version: 1
diff --git a/tests/cassettes/test_shipment_create_and_buy_luma.yaml b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
new file mode 100644
index 00000000..9a76a7fd
--- /dev/null
+++ b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
@@ -0,0 +1,125 @@
+interactions:
+- request:
+    body: '{"shipment": {"to_address": {"name": "Jack Sparrow", "street1": "388 Townsend
+      St", "street2": "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107",
+      "country": "US", "email": "test@example.com", "phone": "5555555555"}, "from_address":
+      {"name": "Elizabeth Swan", "street1": "179 N Harbor Dr", "city": "Redondo Beach",
+      "state": "CA", "zip": "90277", "country": "US", "email": "test@example.com",
+      "phone": "5555555555"}, "parcel": {"length": 10, "width": 8, "height": 4, "weight":
+      15.4}, "carrier_accounts": ["ca_b25657e9896e4d63ac8151ac346ac41e"], "carrier":
+      "USPS", "ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
+      "deliver_by_date": "2025-06-19"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '688'
+      Content-Type:
+      - application/json
+      authorization:
+      - <REDACTED>
+      user-agent:
+      - <REDACTED>
+    method: POST
+    uri: https://api.easypost.com/v2/shipments/luma
+  response:
+    body:
+      string: '{"id": "shp_f0a52c9e2c364ca88bbe5d6b569d6f23", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_061a27d6470511f0b2163cecef1b359e",
+        "object": "Address", "created_at": "2025-06-11T20:45:35+00:00", "updated_at":
+        "2025-06-11T20:45:35+00:00", "name": "JACK SPARROW", "company": null, "street1":
+        "388 TOWNSEND ST APT 20", "street2": "", "city": "SAN FRANCISCO", "state":
+        "CA", "zip": "94107-1670", "country": "US", "phone": "<REDACTED>", "email":
+        "<REDACTED>", "mode": "test", "carrier_facility": null, "residential": true,
+        "federal_tax_id": null, "state_tax_id": null, "verifications": {"zip4": {"success":
+        true, "errors": [], "details": null}, "delivery": {"success": true, "errors":
+        [], "details": {"latitude": 37.77551, "longitude": -122.39697, "time_zone":
+        "America/Los_Angeles"}}}}, "from_address": {"id": "adr_061c8be2470511f0b2173cecef1b359e",
+        "object": "Address", "created_at": "2025-06-11T20:45:35+00:00", "updated_at":
+        "2025-06-11T20:45:35+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
+        "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
+        "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
+        null, "state_tax_id": null, "verifications": {}}, "parcel": {"id": "prcl_24c53623d9b941a590fa567eb19e035c",
+        "object": "Parcel", "created_at": "2025-06-11T20:45:35Z", "updated_at": "2025-06-11T20:45:35Z",
+        "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
+        15.4, "mode": "test"}, "customs_info": null, "forms": [], "insurance": null,
+        "selected_rate": {"id": "rate_870d1f5de0044b85a4cf3fa0feb06d7a", "object":
+        "Rate", "created_at": "2025-06-11T20:45:35Z", "updated_at": "2025-06-11T20:45:35Z",
+        "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
+        "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
+        "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
+        3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
+        3, "shipment_id": "shp_f0a52c9e2c364ca88bbe5d6b569d6f23", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
+        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-17",
+        "predicted_deliver_days": 5, "rate_id": "rate_ec8ca02c02a64c4393b87d0db89e4807",
+        "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_id": "rate_fe44b72f45394c0bb49967c041d70b4f", "rate_usd": "7.42",
+        "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
+        5, "rate_id": "rate_8039377038b744a0a67a4d80fbcc4ec8", "rate_usd": "6.07",
+        "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
+        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n        -
+        Deliver by user input day of deliver_by_date    - Transit day confidence >=
+        90\nOtherwise buy the cheapest rate"}, "postage_label": {"object": "PostageLabel",
+        "id": "pl_5a2efff0526a4c2395f4dd9704249d82", "created_at": "2025-06-11T20:45:35Z",
+        "updated_at": "2025-06-11T20:45:35Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-11T20:45:35Z", "label_resolution": 300, "label_size":
+        "4x6", "label_type": "default", "label_file_type": null, "label_url": null,
+        "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
+        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"},
+        "messages": [], "tracking_code": "9400100208303109969183", "fees": [{"object":
+        "Fee", "type": "LabelFee", "amount": "0.00000", "charged": true, "refunded":
+        false}, {"object": "Fee", "type": "PostageFee", "amount": "6.07000", "charged":
+        true, "refunded": false}], "tax_identifiers": null, "created_at": "2025-06-11T20:45:35Z",
+        "updated_at": "2025-06-11T20:45:35Z"}'
+    headers:
+      cache-control:
+      - private, no-cache, no-store
+      content-length:
+      - '72568'
+      content-type:
+      - application/json; charset=utf-8
+      expires:
+      - '0'
+      pragma:
+      - no-cache
+      referrer-policy:
+      - strict-origin-when-cross-origin
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      transfer-encoding:
+      - chunked
+      x-backend:
+      - easypost
+      x-content-type-options:
+      - nosniff
+      x-download-options:
+      - noopen
+      x-ep-request-uuid:
+      - 76e25b4b6849eaeee77986820028cbe6
+      x-frame-options:
+      - SAMEORIGIN
+      x-node:
+      - bigweb35nuq
+      x-permitted-cross-domain-policies:
+      - none
+      x-proxied:
+      - intlb3nuq 668d3fc830
+      - extlb1nuq 99aac35317
+      x-runtime:
+      - '1.001519'
+      x-version-label:
+      - easypost-202506112030-f8bf908411-master
+      x-xss-protection:
+      - 1; mode=block
+    status:
+      code: 200
+      message: OK
+version: 1
diff --git a/tests/conftest.py b/tests/conftest.py
index 3921259e..bc6e1c28 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -382,3 +382,18 @@ def desired_delivery_date():
 @pytest.fixture
 def billing():
     return read_fixture_data()["billing"]
+
+
+@pytest.fixture
+def luma_ruleset_name():
+    return "required_deliver_by_date"
+
+
+@pytest.fixture
+def luma_planned_ship_date():
+    return "2025-06-12"
+
+
+@pytest.fixture
+def luma_deliver_by_date():
+    return "2025-06-19"
diff --git a/tests/test_luma.py b/tests/test_luma.py
new file mode 100644
index 00000000..dd4204a6
--- /dev/null
+++ b/tests/test_luma.py
@@ -0,0 +1,19 @@
+import pytest
+
+
+@pytest.mark.vcr()
+def test_luma_get_promises(
+    basic_shipment,
+    luma_ruleset_name,
+    luma_planned_ship_date,
+    luma_deliver_by_date,
+    test_client,
+):
+    """Test that get promises from Luma."""
+    basic_shipment["ruleset_name"] = luma_ruleset_name
+    basic_shipment["planned_ship_date"] = luma_planned_ship_date
+    basic_shipment["deliver_by_date"] = luma_deliver_by_date
+
+    promises = test_client.luma.get_promises(**basic_shipment)
+
+    assert promises.luma_info.luma_selected_rate is not None
diff --git a/tests/test_shipment.py b/tests/test_shipment.py
index 60d84ffa..20335d6b 100644
--- a/tests/test_shipment.py
+++ b/tests/test_shipment.py
@@ -329,3 +329,42 @@ def test_shipment_recommend_ship_date(basic_shipment, desired_delivery_date, tes
     rates = test_client.shipment.recommend_ship_date(shipment.id, desired_delivery_date=desired_delivery_date)
 
     assert all(entry.get("easypost_time_in_transit_data") for entry in rates)
+
+
+@pytest.mark.vcr()
+def test_shipment_create_and_buy_luma(
+    one_call_buy_shipment,
+    luma_ruleset_name,
+    luma_planned_ship_date,
+    luma_deliver_by_date,
+    test_client,
+):
+    """Test that we create and buy a Shipment with Luma."""
+    del one_call_buy_shipment["service"]
+    one_call_buy_shipment["ruleset_name"] = luma_ruleset_name
+    one_call_buy_shipment["planned_ship_date"] = luma_planned_ship_date
+    one_call_buy_shipment["deliver_by_date"] = luma_deliver_by_date
+    shipment = test_client.shipment.create_and_buy_luma(**one_call_buy_shipment)
+
+    assert shipment.postage_label is not None
+
+
+@pytest.mark.vcr()
+def test_shipment_buy_luma(
+    basic_shipment,
+    luma_ruleset_name,
+    luma_planned_ship_date,
+    luma_deliver_by_date,
+    test_client,
+):
+    """Test that we buy a Shipment with Luma."""
+    shipment = test_client.shipment.create(**basic_shipment)
+
+    bought_shipment = test_client.shipment.buy_luma(
+        shipment.id,
+        ruleset_name=luma_ruleset_name,
+        planned_ship_date=luma_planned_ship_date,
+        deliver_by_date=luma_deliver_by_date,
+    )
+
+    assert bought_shipment.postage_label is not None

From cf5183a6d5954c94858872efaeda38f3203a2528 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Wed, 11 Jun 2025 15:12:54 -0600
Subject: [PATCH 2/8] fix: test docstring

---
 tests/test_luma.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_luma.py b/tests/test_luma.py
index dd4204a6..001870f6 100644
--- a/tests/test_luma.py
+++ b/tests/test_luma.py
@@ -9,7 +9,7 @@ def test_luma_get_promises(
     luma_deliver_by_date,
     test_client,
 ):
-    """Test that get promises from Luma."""
+    """Test that we get promises from Luma."""
     basic_shipment["ruleset_name"] = luma_ruleset_name
     basic_shipment["planned_ship_date"] = luma_planned_ship_date
     basic_shipment["deliver_by_date"] = luma_deliver_by_date

From 35cfcce5582e250b936e2fd1e90106b2b0024626 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 10:08:15 -0600
Subject: [PATCH 3/8] fix: name of function

---
 easypost/services/luma_service.py | 4 ++--
 tests/test_luma.py                | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/easypost/services/luma_service.py b/easypost/services/luma_service.py
index 90a51613..c16ab4c7 100644
--- a/easypost/services/luma_service.py
+++ b/easypost/services/luma_service.py
@@ -18,11 +18,11 @@ def __init__(self, client):
         self._client = client
         self._model_class = "Luma"
 
-    def get_promises(
+    def recommend_service(
         self,
         **params: dict[str, Any],
     ) -> Shipment:
-        """Get Luma promises on what rates meet your criteria."""
+        """Get service recommendations from Luma that meet your criteria."""
         url = "/luma/promise"
         wrapped_params = {
             self._snakecase_name("Shipment"): params,
diff --git a/tests/test_luma.py b/tests/test_luma.py
index 001870f6..750a794f 100644
--- a/tests/test_luma.py
+++ b/tests/test_luma.py
@@ -2,18 +2,18 @@
 
 
 @pytest.mark.vcr()
-def test_luma_get_promises(
+def test_luma_recommend_service(
     basic_shipment,
     luma_ruleset_name,
     luma_planned_ship_date,
     luma_deliver_by_date,
     test_client,
 ):
-    """Test that we get promises from Luma."""
+    """Test that we get service recommendations from Luma."""
     basic_shipment["ruleset_name"] = luma_ruleset_name
     basic_shipment["planned_ship_date"] = luma_planned_ship_date
     basic_shipment["deliver_by_date"] = luma_deliver_by_date
 
-    promises = test_client.luma.get_promises(**basic_shipment)
+    recommendations = test_client.luma.recommend_service(**basic_shipment)
 
-    assert promises.luma_info.luma_selected_rate is not None
+    assert recommendations.luma_info.luma_selected_rate is not None

From 62c908544a94798daa94b0c53cd92f365fe30f8e Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 10:09:12 -0600
Subject: [PATCH 4/8] docs: update changelog

---
 CHANGELOG.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 87ff8adc..32c419d7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,7 +5,8 @@
 - Adds the following functions
   - `shipment.create_and_buy_luma`
   - `shipment.buy_luma`
-  - `luma.get_promises`
+  - `luma.recommend_service`
+- Fixes `tracking_codes` filter when retrieving all tracking codes
 
 ## v10.0.1 (2025-05-27)
 

From b8e09a0f0bdd68668026499bfdbbb54bbb7a6371 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 10:10:35 -0600
Subject: [PATCH 5/8] fix: cassette name

---
 ...st_luma_get_promises.yaml => test_luma_recommend_service.yaml} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename tests/cassettes/{test_luma_get_promises.yaml => test_luma_recommend_service.yaml} (100%)

diff --git a/tests/cassettes/test_luma_get_promises.yaml b/tests/cassettes/test_luma_recommend_service.yaml
similarity index 100%
rename from tests/cassettes/test_luma_get_promises.yaml
rename to tests/cassettes/test_luma_recommend_service.yaml

From 1d8bf56cadd558847a6c084a391dab6b91682c88 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 11:51:29 -0600
Subject: [PATCH 6/8] fix: function name again

---
 CHANGELOG.md                                                | 2 +-
 easypost/services/luma_service.py                           | 4 ++--
 ...ma_recommend_service.yaml => test_luma_get_promise.yaml} | 0
 tests/test_luma.py                                          | 6 +++---
 4 files changed, 6 insertions(+), 6 deletions(-)
 rename tests/cassettes/{test_luma_recommend_service.yaml => test_luma_get_promise.yaml} (100%)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 32c419d7..0df1f106 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,7 +5,7 @@
 - Adds the following functions
   - `shipment.create_and_buy_luma`
   - `shipment.buy_luma`
-  - `luma.recommend_service`
+  - `luma.get_promise`
 - Fixes `tracking_codes` filter when retrieving all tracking codes
 
 ## v10.0.1 (2025-05-27)
diff --git a/easypost/services/luma_service.py b/easypost/services/luma_service.py
index c16ab4c7..75d5159c 100644
--- a/easypost/services/luma_service.py
+++ b/easypost/services/luma_service.py
@@ -18,11 +18,11 @@ def __init__(self, client):
         self._client = client
         self._model_class = "Luma"
 
-    def recommend_service(
+    def get_promise(
         self,
         **params: dict[str, Any],
     ) -> Shipment:
-        """Get service recommendations from Luma that meet your criteria."""
+        """Get service recommendations from Luma that meet the criteria of your ruleset."""
         url = "/luma/promise"
         wrapped_params = {
             self._snakecase_name("Shipment"): params,
diff --git a/tests/cassettes/test_luma_recommend_service.yaml b/tests/cassettes/test_luma_get_promise.yaml
similarity index 100%
rename from tests/cassettes/test_luma_recommend_service.yaml
rename to tests/cassettes/test_luma_get_promise.yaml
diff --git a/tests/test_luma.py b/tests/test_luma.py
index 750a794f..e09e5542 100644
--- a/tests/test_luma.py
+++ b/tests/test_luma.py
@@ -2,18 +2,18 @@
 
 
 @pytest.mark.vcr()
-def test_luma_recommend_service(
+def test_luma_get_promise(
     basic_shipment,
     luma_ruleset_name,
     luma_planned_ship_date,
     luma_deliver_by_date,
     test_client,
 ):
-    """Test that we get service recommendations from Luma."""
+    """Test that we get service recommendations from Luma based on your ruleset."""
     basic_shipment["ruleset_name"] = luma_ruleset_name
     basic_shipment["planned_ship_date"] = luma_planned_ship_date
     basic_shipment["deliver_by_date"] = luma_deliver_by_date
 
-    recommendations = test_client.luma.recommend_service(**basic_shipment)
+    recommendations = test_client.luma.get_promise(**basic_shipment)
 
     assert recommendations.luma_info.luma_selected_rate is not None

From 033f26dca2805272c2f4f0704c3a922f2e2c5230 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 12:00:18 -0600
Subject: [PATCH 7/8] fix: simplify tests

---
 tests/cassettes/test_luma_get_promise.yaml    |  38 ++--
 tests/cassettes/test_shipment_buy_luma.yaml   | 164 +++++++++---------
 .../test_shipment_create_and_buy_luma.yaml    |  72 ++++----
 tests/conftest.py                             |   7 +-
 tests/test_luma.py                            |   2 -
 tests/test_shipment.py                        |   4 -
 6 files changed, 134 insertions(+), 153 deletions(-)

diff --git a/tests/cassettes/test_luma_get_promise.yaml b/tests/cassettes/test_luma_get_promise.yaml
index 93347267..e3d56774 100644
--- a/tests/cassettes/test_luma_get_promise.yaml
+++ b/tests/cassettes/test_luma_get_promise.yaml
@@ -6,8 +6,7 @@ interactions:
       "to_address": {"name": "Elizabeth Swan", "street1": "179 N Harbor Dr", "city":
       "Redondo Beach", "state": "CA", "zip": "90277", "country": "US", "email": "test@example.com",
       "phone": "5555555555"}, "parcel": {"length": 10, "width": 8, "height": 4, "weight":
-      15.4}, "ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
-      "deliver_by_date": "2025-06-19"}}'
+      15.4}, "ruleset_name": "cheapest_delivery", "planned_ship_date": "2025-06-12"}}'
     headers:
       Accept:
       - '*/*'
@@ -16,7 +15,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '608'
+      - '568'
       Content-Type:
       - application/json
       authorization:
@@ -28,23 +27,22 @@ interactions:
   response:
     body:
       string: '{"luma_info": {"ai_results": [{"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_usd": "7.42", "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_usd": "6.07", "service": "GroundAdvantage"}], "matching_rule_idx":
+        true, "predicted_deliver_by_date": "2025-06-13", "predicted_deliver_days":
+        1, "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-14", "predicted_deliver_days":
+        2, "rate_usd": "7.42", "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
+        3, "rate_usd": "6.07", "service": "GroundAdvantage"}], "matching_rule_idx":
         0, "ruleset_description": "Buy the cheapest rate that satisfies all of the
-        following:\nRule 0\n        - Deliver by user input day of deliver_by_date    -
-        Transit day confidence >= 90\nOtherwise buy the cheapest rate", "luma_selected_rate":
+        following:\nRule 0\n    \nOtherwise buy the cheapest rate", "luma_selected_rate":
         {"carrier": "USPS", "carrier_account_id": "ca_b25657e9896e4d63ac8151ac346ac41e",
         "currency": "USD", "rate": "6.07", "service": "GroundAdvantage", "luma_predicted_deliver_by_date":
-        "2025-06-17"}}}'
+        "2025-06-15"}}}'
     headers:
       cache-control:
       - private, no-cache, no-store
       content-length:
-      - '957'
+      - '873'
       content-type:
       - application/json; charset=utf-8
       expires:
@@ -59,27 +57,25 @@ interactions:
       - chunked
       x-backend:
       - easypost
-      x-canary:
-      - direct
       x-content-type-options:
       - nosniff
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 09e6e0bc6849ee72e7798bac002ddaac
+      - 5b2f8478684b1565e2b983330062e725
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb32nuq
+      - bigweb35nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb4nuq 668d3fc830
-      - extlb2nuq 99aac35317
+      - intlb4nuq e8fe6f4ec2
+      - extlb1nuq 99aac35317
       x-runtime:
-      - '0.168261'
+      - '0.240840'
       x-version-label:
-      - easypost-202506112030-f8bf908411-master
+      - easypost-202506121430-906e96e2b9-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/cassettes/test_shipment_buy_luma.yaml b/tests/cassettes/test_shipment_buy_luma.yaml
index 96992147..f2ef37e2 100644
--- a/tests/cassettes/test_shipment_buy_luma.yaml
+++ b/tests/cassettes/test_shipment_buy_luma.yaml
@@ -26,57 +26,57 @@ interactions:
     uri: https://api.easypost.com/v2/shipments
   response:
     body:
-      string: '{"id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "created_at": "2025-06-11T20:49:40Z",
+      string: '{"id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "created_at": "2025-06-12T17:59:58Z",
         "is_return": false, "messages": [], "mode": "test", "options": {"currency":
         "USD", "payment": {"type": "SENDER"}, "date_advance": 0}, "reference": null,
-        "status": "unknown", "tracking_code": null, "updated_at": "2025-06-11T20:49:40Z",
+        "status": "unknown", "tracking_code": null, "updated_at": "2025-06-12T17:59:58Z",
         "batch_id": null, "batch_status": null, "batch_message": null, "customs_info":
-        null, "from_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object":
-        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        null, "from_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object":
+        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "insurance": null, "order_id": null, "parcel": {"id": "prcl_8106bd43bfbd4ea495b6db7e3857a41e",
-        "object": "Parcel", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        {}}, "insurance": null, "order_id": null, "parcel": {"id": "prcl_c91cc2e118fc4d60af449d26496075ad",
+        "object": "Parcel", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
         "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
-        15.4, "mode": "test"}, "postage_label": null, "rates": [{"id": "rate_6d05439ab1ea4266a01de1a633e306c1",
-        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        15.4, "mode": "test"}, "postage_label": null, "rates": [{"id": "rate_05a1c54838bd4bdd8b54909245144efe",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
         "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
         "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        1, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_50d12130bef842c998a11919abeefd75",
-        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        1, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_1077bbbb632c46c0a919a9188785445e",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
         "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
         "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        2, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_469f1eda227d4356acef110d57c6d96f",
-        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        2, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}], "refund_status": null, "scan_form":
-        null, "selected_rate": null, "tracker": null, "to_address": {"id": "adr_9851e797470511f0929c3cecef1b359e",
-        "object": "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at":
-        "2025-06-11T20:49:40+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        null, "selected_rate": null, "tracker": null, "to_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa",
+        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
+        "2025-06-12T17:59:58+00:00", "name": "Elizabeth Swan", "company": null, "street1":
         "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
         "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
         null, "state_tax_id": null, "verifications": {}}, "usps_zone": 4, "return_address":
-        {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object": "Address", "created_at":
-        "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00", "name":
+        {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object": "Address", "created_at":
+        "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00", "name":
         "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "buyer_address": {"id": "adr_9851e797470511f0929c3cecef1b359e", "object":
-        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        {}}, "buyer_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa", "object":
+        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
         "name": "Elizabeth Swan", "company": null, "street1": "179 N Harbor Dr", "street2":
         null, "city": "Redondo Beach", "state": "CA", "zip": "90277", "country": "US",
         "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
@@ -92,7 +92,7 @@ interactions:
       expires:
       - '0'
       location:
-      - /api/v2/shipments/shp_a5917c3ae606499c9249d624b6dbf1c5
+      - /api/v2/shipments/shp_89d0da868be64e3d9fb35dc5d7ff2cb4
       pragma:
       - no-cache
       referrer-policy:
@@ -108,28 +108,27 @@ interactions:
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 76e25b4d6849ebe4e77986c40029b9a1
+      - 5b2f847a684b159ee2b9839a0063273b
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb55nuq
+      - bigweb58nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb3nuq 668d3fc830
+      - intlb3nuq e8fe6f4ec2
       - extlb1nuq 99aac35317
       x-runtime:
-      - '0.195868'
+      - '0.181488'
       x-version-label:
-      - easypost-202506112030-f8bf908411-master
+      - easypost-202506121430-906e96e2b9-master
       x-xss-protection:
       - 1; mode=block
     status:
       code: 201
       message: Created
 - request:
-    body: '{"ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
-      "deliver_by_date": "2025-06-19"}'
+    body: '{"ruleset_name": "cheapest_delivery", "planned_ship_date": "2025-06-12"}'
     headers:
       Accept:
       - '*/*'
@@ -138,7 +137,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '112'
+      - '72'
       Content-Type:
       - application/json
       authorization:
@@ -146,33 +145,33 @@ interactions:
       user-agent:
       - <REDACTED>
     method: POST
-    uri: https://api.easypost.com/v2/shipments/shp_a5917c3ae606499c9249d624b6dbf1c5/luma
+    uri: https://api.easypost.com/v2/shipments/shp_89d0da868be64e3d9fb35dc5d7ff2cb4/luma
   response:
     body:
-      string: '{"id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "object": "Shipment",
-        "mode": "test", "reference": null, "to_address": {"id": "adr_9851e797470511f0929c3cecef1b359e",
-        "object": "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at":
-        "2025-06-11T20:49:40+00:00", "name": "ELIZABETH SWAN", "company": null, "street1":
+      string: '{"id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa",
+        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
+        "2025-06-12T17:59:59+00:00", "name": "ELIZABETH SWAN", "company": null, "street1":
         "179 N HARBOR DR", "street2": "", "city": "REDONDO BEACH", "state": "CA",
         "zip": "90277-2506", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": false, "federal_tax_id":
         null, "state_tax_id": null, "verifications": {"zip4": {"success": true, "errors":
         [], "details": null}, "delivery": {"success": true, "errors": [], "details":
         {"latitude": 33.8436, "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}},
-        "from_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object": "Address",
-        "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        "from_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object": "Address",
+        "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "return_address": {"id": "adr_98546b5c470511f08033ac1f6bc539aa", "object":
-        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        {}}, "return_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object":
+        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "buyer_address": {"id": "adr_9851e797470511f0929c3cecef1b359e", "object":
-        "Address", "created_at": "2025-06-11T20:49:40+00:00", "updated_at": "2025-06-11T20:49:40+00:00",
+        {}}, "buyer_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa", "object":
+        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:59+00:00",
         "name": "ELIZABETH SWAN", "company": null, "street1": "179 N HARBOR DR", "street2":
         "", "city": "REDONDO BEACH", "state": "CA", "zip": "90277-2506", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
@@ -180,76 +179,75 @@ interactions:
         "verifications": {"zip4": {"success": true, "errors": [], "details": null},
         "delivery": {"success": true, "errors": [], "details": {"latitude": 33.8436,
         "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}}, "parcel":
-        {"id": "prcl_8106bd43bfbd4ea495b6db7e3857a41e", "object": "Parcel", "created_at":
-        "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z", "length": 10.0,
+        {"id": "prcl_c91cc2e118fc4d60af449d26496075ad", "object": "Parcel", "created_at":
+        "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z", "length": 10.0,
         "width": 8.0, "height": 4.0, "predefined_package": null, "weight": 15.4, "mode":
         "test"}, "customs_info": null, "scan_form": null, "forms": [], "insurance":
-        null, "rates": [{"id": "rate_6d05439ab1ea4266a01de1a633e306c1", "object":
-        "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        null, "rates": [{"id": "rate_05a1c54838bd4bdd8b54909245144efe", "object":
+        "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
         "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
         "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        1, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_50d12130bef842c998a11919abeefd75",
-        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        1, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_1077bbbb632c46c0a919a9188785445e",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
         "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
         "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        2, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_469f1eda227d4356acef110d57c6d96f",
-        "object": "Rate", "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:40Z",
+        2, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "selected_rate": {"id": "rate_469f1eda227d4356acef110d57c6d96f",
-        "object": "Rate", "created_at": "2025-06-11T20:49:41Z", "updated_at": "2025-06-11T20:49:41Z",
+        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "selected_rate": {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
+        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier_account_id":
+        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
-        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-17",
-        "predicted_deliver_days": 5, "rate_id": "rate_6d05439ab1ea4266a01de1a633e306c1",
+        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-13",
+        "predicted_deliver_days": 1, "rate_id": "rate_05a1c54838bd4bdd8b54909245144efe",
         "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_id": "rate_50d12130bef842c998a11919abeefd75", "rate_usd": "7.42",
+        true, "predicted_deliver_by_date": "2025-06-14", "predicted_deliver_days":
+        2, "rate_id": "rate_1077bbbb632c46c0a919a9188785445e", "rate_usd": "7.42",
         "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_id": "rate_469f1eda227d4356acef110d57c6d96f", "rate_usd": "6.07",
+        true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
+        3, "rate_id": "rate_faed5a60994242fbad36e6f67e6733b4", "rate_usd": "6.07",
         "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
-        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n        -
-        Deliver by user input day of deliver_by_date    - Transit day confidence >=
-        90\nOtherwise buy the cheapest rate"}, "postage_label": {"object": "PostageLabel",
-        "id": "pl_3f969b95b81546749520142f5b588d3c", "created_at": "2025-06-11T20:49:41Z",
-        "updated_at": "2025-06-11T20:49:41Z", "date_advance": 0, "integrated_form":
-        "none", "label_date": "2025-06-11T20:49:41Z", "label_resolution": 300, "label_size":
+        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n    \nOtherwise
+        buy the cheapest rate"}, "postage_label": {"object": "PostageLabel", "id":
+        "pl_e997a38415ec435bafed6924d78f922e", "created_at": "2025-06-12T17:59:59Z",
+        "updated_at": "2025-06-12T17:59:59Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-12T17:59:59Z", "label_resolution": 300, "label_size":
         "4x6", "label_type": "default", "label_file_type": "image/png", "label_url":
-        "https://easypost-files.s3.us-west-2.amazonaws.com/files/postage_label/20250611/e87b32a0f898aa4dc78016d274a98f96b3.png",
+        "https://easypost-files.s3.us-west-2.amazonaws.com/files/postage_label/20250612/e83ae74216e44049dda82d90145d4dd4ab.png",
         "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
         null}, "messages": [], "options": {"currency": "USD", "payment": {"type":
-        "SENDER"}, "date_advance": 0}, "is_return": null, "tracking_code": "9400100208303109969190",
-        "usps_zone": 4, "status": "unknown", "tracker": {"id": "trk_a38d18ed75d646318ac4bb70106de013",
-        "object": "Tracker", "mode": "test", "tracking_code": "9400100208303109969190",
-        "status": "unknown", "status_detail": "unknown", "created_at": "2025-06-11T20:49:41Z",
-        "updated_at": "2025-06-11T20:49:41Z", "signed_by": null, "weight": null, "est_delivery_date":
-        null, "shipment_id": "shp_a5917c3ae606499c9249d624b6dbf1c5", "carrier": "USPS",
+        "SENDER"}, "date_advance": 0}, "is_return": null, "tracking_code": "9400100208303109973029",
+        "usps_zone": 4, "status": "unknown", "tracker": {"id": "trk_ec6f82c4c9064aa6ae18e382545ec99a",
+        "object": "Tracker", "mode": "test", "tracking_code": "9400100208303109973029",
+        "status": "unknown", "status_detail": "unknown", "created_at": "2025-06-12T18:00:00Z",
+        "updated_at": "2025-06-12T18:00:00Z", "signed_by": null, "weight": null, "est_delivery_date":
+        null, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier": "USPS",
         "tracking_details": [], "fees": [], "carrier_detail": null, "public_url":
-        "https://track.easypost.com/djE6dHJrX2EzOGQxOGVkNzVkNjQ2MzE4YWM0YmI3MDEwNmRlMDEz"},
+        "https://track.easypost.com/djE6dHJrX2VjNmY4MmM0YzkwNjRhYTZhZTE4ZTM4MjU0NWVjOTlh"},
         "fees": [{"object": "Fee", "type": "LabelFee", "amount": "0.00000", "charged":
         true, "refunded": false}, {"object": "Fee", "type": "PostageFee", "amount":
         "6.07000", "charged": true, "refunded": false}], "refund_status": null, "batch_id":
         null, "batch_status": null, "batch_message": null, "tax_identifiers": null,
-        "created_at": "2025-06-11T20:49:40Z", "updated_at": "2025-06-11T20:49:41Z"}'
+        "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T18:00:00Z"}'
     headers:
       cache-control:
       - private, no-cache, no-store
       content-length:
-      - '7358'
+      - '7274'
       content-type:
       - application/json; charset=utf-8
       expires:
@@ -271,20 +269,20 @@ interactions:
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 76e25b4d6849ebe4e77986c40029b9fd
+      - 5b2f847a684b159fe2b9839a0063277a
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb32nuq
+      - bigweb43nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb4nuq 668d3fc830
+      - intlb4nuq e8fe6f4ec2
       - extlb1nuq 99aac35317
       x-runtime:
-      - '0.789177'
+      - '0.919054'
       x-version-label:
-      - easypost-202506112030-f8bf908411-master
+      - easypost-202506121430-906e96e2b9-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/cassettes/test_shipment_create_and_buy_luma.yaml b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
index 9a76a7fd..a3f01aea 100644
--- a/tests/cassettes/test_shipment_create_and_buy_luma.yaml
+++ b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
@@ -7,8 +7,7 @@ interactions:
       "state": "CA", "zip": "90277", "country": "US", "email": "test@example.com",
       "phone": "5555555555"}, "parcel": {"length": 10, "width": 8, "height": 4, "weight":
       15.4}, "carrier_accounts": ["ca_b25657e9896e4d63ac8151ac346ac41e"], "carrier":
-      "USPS", "ruleset_name": "required_deliver_by_date", "planned_ship_date": "2025-06-12",
-      "deliver_by_date": "2025-06-19"}}'
+      "USPS", "ruleset_name": "cheapest_delivery", "planned_ship_date": "2025-06-12"}}'
     headers:
       Accept:
       - '*/*'
@@ -17,7 +16,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '688'
+      - '648'
       Content-Type:
       - application/json
       authorization:
@@ -28,62 +27,61 @@ interactions:
     uri: https://api.easypost.com/v2/shipments/luma
   response:
     body:
-      string: '{"id": "shp_f0a52c9e2c364ca88bbe5d6b569d6f23", "object": "Shipment",
-        "mode": "test", "reference": null, "to_address": {"id": "adr_061a27d6470511f0b2163cecef1b359e",
-        "object": "Address", "created_at": "2025-06-11T20:45:35+00:00", "updated_at":
-        "2025-06-11T20:45:35+00:00", "name": "JACK SPARROW", "company": null, "street1":
+      string: '{"id": "shp_cdca8bff9a4f4da690a7d2517f5f94ed", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_0d852a5e47b711f09b50ac1f6bc539ae",
+        "object": "Address", "created_at": "2025-06-12T17:59:57+00:00", "updated_at":
+        "2025-06-12T17:59:58+00:00", "name": "JACK SPARROW", "company": null, "street1":
         "388 TOWNSEND ST APT 20", "street2": "", "city": "SAN FRANCISCO", "state":
         "CA", "zip": "94107-1670", "country": "US", "phone": "<REDACTED>", "email":
         "<REDACTED>", "mode": "test", "carrier_facility": null, "residential": true,
         "federal_tax_id": null, "state_tax_id": null, "verifications": {"zip4": {"success":
         true, "errors": [], "details": null}, "delivery": {"success": true, "errors":
         [], "details": {"latitude": 37.77551, "longitude": -122.39697, "time_zone":
-        "America/Los_Angeles"}}}}, "from_address": {"id": "adr_061c8be2470511f0b2173cecef1b359e",
-        "object": "Address", "created_at": "2025-06-11T20:45:35+00:00", "updated_at":
-        "2025-06-11T20:45:35+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        "America/Los_Angeles"}}}}, "from_address": {"id": "adr_0d88795147b711f0a624ac1f6bc539aa",
+        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
+        "2025-06-12T17:59:58+00:00", "name": "Elizabeth Swan", "company": null, "street1":
         "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
         "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
-        null, "state_tax_id": null, "verifications": {}}, "parcel": {"id": "prcl_24c53623d9b941a590fa567eb19e035c",
-        "object": "Parcel", "created_at": "2025-06-11T20:45:35Z", "updated_at": "2025-06-11T20:45:35Z",
+        null, "state_tax_id": null, "verifications": {}}, "parcel": {"id": "prcl_d5fc6f60f69a421d94930bb5eb6fda51",
+        "object": "Parcel", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
         "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
         15.4, "mode": "test"}, "customs_info": null, "forms": [], "insurance": null,
-        "selected_rate": {"id": "rate_870d1f5de0044b85a4cf3fa0feb06d7a", "object":
-        "Rate", "created_at": "2025-06-11T20:45:35Z", "updated_at": "2025-06-11T20:45:35Z",
+        "selected_rate": {"id": "rate_bc764b0349534a9eaaa8fe41fe048aec", "object":
+        "Rate", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_f0a52c9e2c364ca88bbe5d6b569d6f23", "carrier_account_id":
+        3, "shipment_id": "shp_cdca8bff9a4f4da690a7d2517f5f94ed", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
-        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-17",
-        "predicted_deliver_days": 5, "rate_id": "rate_ec8ca02c02a64c4393b87d0db89e4807",
+        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-13",
+        "predicted_deliver_days": 1, "rate_id": "rate_4aa01bf4af4a425fbb53c6ae481b7ee4",
         "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_id": "rate_fe44b72f45394c0bb49967c041d70b4f", "rate_usd": "7.42",
+        true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
+        3, "rate_id": "rate_a5d43658b99c43e8b34c60fd43bda906", "rate_usd": "7.42",
         "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-17", "predicted_deliver_days":
-        5, "rate_id": "rate_8039377038b744a0a67a4d80fbcc4ec8", "rate_usd": "6.07",
+        true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
+        3, "rate_id": "rate_1ef2393b32e64380a3aadd92d84822b6", "rate_usd": "6.07",
         "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
-        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n        -
-        Deliver by user input day of deliver_by_date    - Transit day confidence >=
-        90\nOtherwise buy the cheapest rate"}, "postage_label": {"object": "PostageLabel",
-        "id": "pl_5a2efff0526a4c2395f4dd9704249d82", "created_at": "2025-06-11T20:45:35Z",
-        "updated_at": "2025-06-11T20:45:35Z", "date_advance": 0, "integrated_form":
-        "none", "label_date": "2025-06-11T20:45:35Z", "label_resolution": 300, "label_size":
+        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n    \nOtherwise
+        buy the cheapest rate"}, "postage_label": {"object": "PostageLabel", "id":
+        "pl_44e5a44177e24f34b109dd0ef743933e", "created_at": "2025-06-12T17:59:58Z",
+        "updated_at": "2025-06-12T17:59:58Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-12T17:59:58Z", "label_resolution": 300, "label_size":
         "4x6", "label_type": "default", "label_file_type": null, "label_url": null,
         "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
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"},
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"},
+        "messages": [], "tracking_code": "9400100208303109973012", "fees": [{"object":
         "Fee", "type": "LabelFee", "amount": "0.00000", "charged": true, "refunded":
         false}, {"object": "Fee", "type": "PostageFee", "amount": "6.07000", "charged":
-        true, "refunded": false}], "tax_identifiers": null, "created_at": "2025-06-11T20:45:35Z",
-        "updated_at": "2025-06-11T20:45:35Z"}'
+        true, "refunded": false}], "tax_identifiers": null, "created_at": "2025-06-12T17:59:58Z",
+        "updated_at": "2025-06-12T17:59:58Z"}'
     headers:
       cache-control:
       - private, no-cache, no-store
       content-length:
-      - '72568'
+      - '72532'
       content-type:
       - application/json; charset=utf-8
       expires:
@@ -103,20 +101,20 @@ interactions:
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 76e25b4b6849eaeee77986820028cbe6
+      - 5b2f847a684b159de2b98399006325cc
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb35nuq
+      - bigweb56nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb3nuq 668d3fc830
+      - intlb3nuq e8fe6f4ec2
       - extlb1nuq 99aac35317
       x-runtime:
-      - '1.001519'
+      - '0.868619'
       x-version-label:
-      - easypost-202506112030-f8bf908411-master
+      - easypost-202506121430-906e96e2b9-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/conftest.py b/tests/conftest.py
index bc6e1c28..50032a76 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -386,14 +386,9 @@ def billing():
 
 @pytest.fixture
 def luma_ruleset_name():
-    return "required_deliver_by_date"
+    return "cheapest_delivery"
 
 
 @pytest.fixture
 def luma_planned_ship_date():
     return "2025-06-12"
-
-
-@pytest.fixture
-def luma_deliver_by_date():
-    return "2025-06-19"
diff --git a/tests/test_luma.py b/tests/test_luma.py
index e09e5542..d1fcbb4f 100644
--- a/tests/test_luma.py
+++ b/tests/test_luma.py
@@ -6,13 +6,11 @@ def test_luma_get_promise(
     basic_shipment,
     luma_ruleset_name,
     luma_planned_ship_date,
-    luma_deliver_by_date,
     test_client,
 ):
     """Test that we get service recommendations from Luma based on your ruleset."""
     basic_shipment["ruleset_name"] = luma_ruleset_name
     basic_shipment["planned_ship_date"] = luma_planned_ship_date
-    basic_shipment["deliver_by_date"] = luma_deliver_by_date
 
     recommendations = test_client.luma.get_promise(**basic_shipment)
 
diff --git a/tests/test_shipment.py b/tests/test_shipment.py
index 20335d6b..ec98ca69 100644
--- a/tests/test_shipment.py
+++ b/tests/test_shipment.py
@@ -336,14 +336,12 @@ def test_shipment_create_and_buy_luma(
     one_call_buy_shipment,
     luma_ruleset_name,
     luma_planned_ship_date,
-    luma_deliver_by_date,
     test_client,
 ):
     """Test that we create and buy a Shipment with Luma."""
     del one_call_buy_shipment["service"]
     one_call_buy_shipment["ruleset_name"] = luma_ruleset_name
     one_call_buy_shipment["planned_ship_date"] = luma_planned_ship_date
-    one_call_buy_shipment["deliver_by_date"] = luma_deliver_by_date
     shipment = test_client.shipment.create_and_buy_luma(**one_call_buy_shipment)
 
     assert shipment.postage_label is not None
@@ -354,7 +352,6 @@ def test_shipment_buy_luma(
     basic_shipment,
     luma_ruleset_name,
     luma_planned_ship_date,
-    luma_deliver_by_date,
     test_client,
 ):
     """Test that we buy a Shipment with Luma."""
@@ -364,7 +361,6 @@ def test_shipment_buy_luma(
         shipment.id,
         ruleset_name=luma_ruleset_name,
         planned_ship_date=luma_planned_ship_date,
-        deliver_by_date=luma_deliver_by_date,
     )
 
     assert bought_shipment.postage_label is not None

From e4f8a7c25ab6adcb363550e51c4843862a2c1323 Mon Sep 17 00:00:00 2001
From: Justintime50 <39606064+Justintime50@users.noreply.github.com>
Date: Thu, 12 Jun 2025 14:31:10 -0600
Subject: [PATCH 8/8] fix: ruleset name

---
 examples                                      |   2 +-
 tests/cassettes/test_luma_get_promise.yaml    |  22 +--
 tests/cassettes/test_shipment_buy_luma.yaml   | 152 +++++++++---------
 .../test_shipment_create_and_buy_luma.yaml    |  68 ++++----
 tests/conftest.py                             |   2 +-
 5 files changed, 123 insertions(+), 123 deletions(-)

diff --git a/examples b/examples
index 394ea5ef..739f96c8 160000
--- a/examples
+++ b/examples
@@ -1 +1 @@
-Subproject commit 394ea5effde57b304c88999761126953cb1c7e91
+Subproject commit 739f96c80fa211060e0a0b8c13e7371c9a09d66f
diff --git a/tests/cassettes/test_luma_get_promise.yaml b/tests/cassettes/test_luma_get_promise.yaml
index e3d56774..ef49e4f1 100644
--- a/tests/cassettes/test_luma_get_promise.yaml
+++ b/tests/cassettes/test_luma_get_promise.yaml
@@ -27,15 +27,15 @@ interactions:
   response:
     body:
       string: '{"luma_info": {"ai_results": [{"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-13", "predicted_deliver_days":
-        1, "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
         true, "predicted_deliver_by_date": "2025-06-14", "predicted_deliver_days":
         2, "rate_usd": "7.42", "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
         true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
-        3, "rate_usd": "6.07", "service": "GroundAdvantage"}], "matching_rule_idx":
-        0, "ruleset_description": "Buy the cheapest rate that satisfies all of the
-        following:\nRule 0\n    \nOtherwise buy the cheapest rate", "luma_selected_rate":
-        {"carrier": "USPS", "carrier_account_id": "ca_b25657e9896e4d63ac8151ac346ac41e",
+        3, "rate_usd": "6.07", "service": "GroundAdvantage"}, {"carrier": "USPS",
+        "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-13",
+        "predicted_deliver_days": 1, "rate_usd": "34.15", "service": "Express"}],
+        "matching_rule_idx": 0, "ruleset_description": "Buy the cheapest rate that
+        satisfies all of the following:\nRule 0\n    \nOtherwise buy the cheapest
+        rate", "luma_selected_rate": {"carrier": "USPS", "carrier_account_id": "ca_b25657e9896e4d63ac8151ac346ac41e",
         "currency": "USD", "rate": "6.07", "service": "GroundAdvantage", "luma_predicted_deliver_by_date":
         "2025-06-15"}}}'
     headers:
@@ -62,20 +62,20 @@ interactions:
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 5b2f8478684b1565e2b983330062e725
+      - 5b2f8478684b38fee2bb2938008b45a8
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb35nuq
+      - bigweb33nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb4nuq e8fe6f4ec2
+      - intlb3nuq e8fe6f4ec2
       - extlb1nuq 99aac35317
       x-runtime:
-      - '0.240840'
+      - '0.276214'
       x-version-label:
-      - easypost-202506121430-906e96e2b9-master
+      - easypost-202506122002-4fcd94d6be-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/cassettes/test_shipment_buy_luma.yaml b/tests/cassettes/test_shipment_buy_luma.yaml
index f2ef37e2..73d6e3dd 100644
--- a/tests/cassettes/test_shipment_buy_luma.yaml
+++ b/tests/cassettes/test_shipment_buy_luma.yaml
@@ -26,57 +26,57 @@ interactions:
     uri: https://api.easypost.com/v2/shipments
   response:
     body:
-      string: '{"id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "created_at": "2025-06-12T17:59:58Z",
+      string: '{"id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "created_at": "2025-06-12T20:30:56Z",
         "is_return": false, "messages": [], "mode": "test", "options": {"currency":
         "USD", "payment": {"type": "SENDER"}, "date_advance": 0}, "reference": null,
-        "status": "unknown", "tracking_code": null, "updated_at": "2025-06-12T17:59:58Z",
+        "status": "unknown", "tracking_code": null, "updated_at": "2025-06-12T20:30:56Z",
         "batch_id": null, "batch_status": null, "batch_message": null, "customs_info":
-        null, "from_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object":
-        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
+        null, "from_address": {"id": "adr_249ad7f147cc11f0aae43cecef1b359e", "object":
+        "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "insurance": null, "order_id": null, "parcel": {"id": "prcl_c91cc2e118fc4d60af449d26496075ad",
-        "object": "Parcel", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
+        {}}, "insurance": null, "order_id": null, "parcel": {"id": "prcl_69d1bada91d041bdb6955a209eccbbdd",
+        "object": "Parcel", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
-        15.4, "mode": "test"}, "postage_label": null, "rates": [{"id": "rate_05a1c54838bd4bdd8b54909245144efe",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        15.4, "mode": "test"}, "postage_label": null, "rates": [{"id": "rate_45ee86fffe994f5398ef78b1500270bb",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
         "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
         "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        1, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_1077bbbb632c46c0a919a9188785445e",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        1, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_87538ac8330d4d909b5bdd9bb96219ed",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
         "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
         "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        2, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        2, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_aca6cf2c8fa64031a3b863e8f1a6f1bc",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        3, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}], "refund_status": null, "scan_form":
-        null, "selected_rate": null, "tracker": null, "to_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa",
-        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
-        "2025-06-12T17:59:58+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        null, "selected_rate": null, "tracker": null, "to_address": {"id": "adr_2497405647cc11f0aae13cecef1b359e",
+        "object": "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at":
+        "2025-06-12T20:30:56+00:00", "name": "Elizabeth Swan", "company": null, "street1":
         "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
         "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
         null, "state_tax_id": null, "verifications": {}}, "usps_zone": 4, "return_address":
-        {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object": "Address", "created_at":
-        "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00", "name":
+        {"id": "adr_249ad7f147cc11f0aae43cecef1b359e", "object": "Address", "created_at":
+        "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00", "name":
         "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "buyer_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa", "object":
-        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
+        {}}, "buyer_address": {"id": "adr_2497405647cc11f0aae13cecef1b359e", "object":
+        "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00",
         "name": "Elizabeth Swan", "company": null, "street1": "179 N Harbor Dr", "street2":
         null, "city": "Redondo Beach", "state": "CA", "zip": "90277", "country": "US",
         "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
@@ -92,7 +92,7 @@ interactions:
       expires:
       - '0'
       location:
-      - /api/v2/shipments/shp_89d0da868be64e3d9fb35dc5d7ff2cb4
+      - /api/v2/shipments/shp_bd34417cf07142e1a5dac80fc08b5a90
       pragma:
       - no-cache
       referrer-policy:
@@ -108,20 +108,20 @@ interactions:
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 5b2f847a684b159ee2b9839a0063273b
+      - 5339474e684b3900e2bb293a008da7d7
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb58nuq
+      - bigweb53nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb3nuq e8fe6f4ec2
-      - extlb1nuq 99aac35317
+      - intlb4nuq e8fe6f4ec2
+      - extlb2nuq 99aac35317
       x-runtime:
-      - '0.181488'
+      - '0.223175'
       x-version-label:
-      - easypost-202506121430-906e96e2b9-master
+      - easypost-202506122002-4fcd94d6be-master
       x-xss-protection:
       - 1; mode=block
     status:
@@ -145,33 +145,33 @@ interactions:
       user-agent:
       - <REDACTED>
     method: POST
-    uri: https://api.easypost.com/v2/shipments/shp_89d0da868be64e3d9fb35dc5d7ff2cb4/luma
+    uri: https://api.easypost.com/v2/shipments/shp_bd34417cf07142e1a5dac80fc08b5a90/luma
   response:
     body:
-      string: '{"id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "object": "Shipment",
-        "mode": "test", "reference": null, "to_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa",
-        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
-        "2025-06-12T17:59:59+00:00", "name": "ELIZABETH SWAN", "company": null, "street1":
+      string: '{"id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_2497405647cc11f0aae13cecef1b359e",
+        "object": "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at":
+        "2025-06-12T20:30:56+00:00", "name": "ELIZABETH SWAN", "company": null, "street1":
         "179 N HARBOR DR", "street2": "", "city": "REDONDO BEACH", "state": "CA",
         "zip": "90277-2506", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": false, "federal_tax_id":
         null, "state_tax_id": null, "verifications": {"zip4": {"success": true, "errors":
         [], "details": null}, "delivery": {"success": true, "errors": [], "details":
         {"latitude": 33.8436, "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}},
-        "from_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object": "Address",
-        "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
+        "from_address": {"id": "adr_249ad7f147cc11f0aae43cecef1b359e", "object": "Address",
+        "created_at": "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "return_address": {"id": "adr_0e1b56e747b711f09c33ac1f6bc539ae", "object":
-        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:58+00:00",
+        {}}, "return_address": {"id": "adr_249ad7f147cc11f0aae43cecef1b359e", "object":
+        "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00",
         "name": "Jack Sparrow", "company": null, "street1": "388 Townsend St", "street2":
         "Apt 20", "city": "San Francisco", "state": "CA", "zip": "94107", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
         null, "residential": null, "federal_tax_id": null, "state_tax_id": null, "verifications":
-        {}}, "buyer_address": {"id": "adr_0e193af047b711f0a709ac1f6bc539aa", "object":
-        "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at": "2025-06-12T17:59:59+00:00",
+        {}}, "buyer_address": {"id": "adr_2497405647cc11f0aae13cecef1b359e", "object":
+        "Address", "created_at": "2025-06-12T20:30:56+00:00", "updated_at": "2025-06-12T20:30:56+00:00",
         "name": "ELIZABETH SWAN", "company": null, "street1": "179 N HARBOR DR", "street2":
         "", "city": "REDONDO BEACH", "state": "CA", "zip": "90277-2506", "country":
         "US", "phone": "<REDACTED>", "email": "<REDACTED>", "mode": "test", "carrier_facility":
@@ -179,70 +179,70 @@ interactions:
         "verifications": {"zip4": {"success": true, "errors": [], "details": null},
         "delivery": {"success": true, "errors": [], "details": {"latitude": 33.8436,
         "longitude": -118.39177, "time_zone": "America/Los_Angeles"}}}}, "parcel":
-        {"id": "prcl_c91cc2e118fc4d60af449d26496075ad", "object": "Parcel", "created_at":
-        "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z", "length": 10.0,
+        {"id": "prcl_69d1bada91d041bdb6955a209eccbbdd", "object": "Parcel", "created_at":
+        "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z", "length": 10.0,
         "width": 8.0, "height": 4.0, "predefined_package": null, "weight": 15.4, "mode":
         "test"}, "customs_info": null, "scan_form": null, "forms": [], "insurance":
-        null, "rates": [{"id": "rate_05a1c54838bd4bdd8b54909245144efe", "object":
-        "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        null, "rates": [{"id": "rate_45ee86fffe994f5398ef78b1500270bb", "object":
+        "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "Express", "carrier": "USPS", "rate": "34.15",
         "currency": "USD", "retail_rate": "39.10", "retail_currency": "USD", "list_rate":
         "34.15", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         1, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        1, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_1077bbbb632c46c0a919a9188785445e",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        1, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_87538ac8330d4d909b5bdd9bb96219ed",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "Priority", "carrier": "USPS", "rate": "7.42",
         "currency": "USD", "retail_rate": "9.90", "retail_currency": "USD", "list_rate":
         "8.34", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         2, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        2, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        2, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}, {"id": "rate_aca6cf2c8fa64031a3b863e8f1a6f1bc",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
-        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "selected_rate": {"id": "rate_faed5a60994242fbad36e6f67e6733b4",
-        "object": "Rate", "created_at": "2025-06-12T17:59:59Z", "updated_at": "2025-06-12T17:59:59Z",
+        3, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
+        "ca_b25657e9896e4d63ac8151ac346ac41e"}], "selected_rate": {"id": "rate_aca6cf2c8fa64031a3b863e8f1a6f1bc",
+        "object": "Rate", "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:56Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier_account_id":
+        3, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
         "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-13",
-        "predicted_deliver_days": 1, "rate_id": "rate_05a1c54838bd4bdd8b54909245144efe",
+        "predicted_deliver_days": 1, "rate_id": "rate_45ee86fffe994f5398ef78b1500270bb",
         "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
         true, "predicted_deliver_by_date": "2025-06-14", "predicted_deliver_days":
-        2, "rate_id": "rate_1077bbbb632c46c0a919a9188785445e", "rate_usd": "7.42",
+        2, "rate_id": "rate_87538ac8330d4d909b5bdd9bb96219ed", "rate_usd": "7.42",
         "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
         true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
-        3, "rate_id": "rate_faed5a60994242fbad36e6f67e6733b4", "rate_usd": "6.07",
+        3, "rate_id": "rate_aca6cf2c8fa64031a3b863e8f1a6f1bc", "rate_usd": "6.07",
         "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
         "Buy the cheapest rate that satisfies all of the following:\nRule 0\n    \nOtherwise
         buy the cheapest rate"}, "postage_label": {"object": "PostageLabel", "id":
-        "pl_e997a38415ec435bafed6924d78f922e", "created_at": "2025-06-12T17:59:59Z",
-        "updated_at": "2025-06-12T17:59:59Z", "date_advance": 0, "integrated_form":
-        "none", "label_date": "2025-06-12T17:59:59Z", "label_resolution": 300, "label_size":
+        "pl_ceda993a17404090b9d046986f23a8a1", "created_at": "2025-06-12T20:30:56Z",
+        "updated_at": "2025-06-12T20:30:57Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-12T20:30:56Z", "label_resolution": 300, "label_size":
         "4x6", "label_type": "default", "label_file_type": "image/png", "label_url":
-        "https://easypost-files.s3.us-west-2.amazonaws.com/files/postage_label/20250612/e83ae74216e44049dda82d90145d4dd4ab.png",
+        "https://easypost-files.s3.us-west-2.amazonaws.com/files/postage_label/20250612/e80efb8c8c84ed404fbd77a43e1bd75d5a.png",
         "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
         null}, "messages": [], "options": {"currency": "USD", "payment": {"type":
-        "SENDER"}, "date_advance": 0}, "is_return": null, "tracking_code": "9400100208303109973029",
-        "usps_zone": 4, "status": "unknown", "tracker": {"id": "trk_ec6f82c4c9064aa6ae18e382545ec99a",
-        "object": "Tracker", "mode": "test", "tracking_code": "9400100208303109973029",
-        "status": "unknown", "status_detail": "unknown", "created_at": "2025-06-12T18:00:00Z",
-        "updated_at": "2025-06-12T18:00:00Z", "signed_by": null, "weight": null, "est_delivery_date":
-        null, "shipment_id": "shp_89d0da868be64e3d9fb35dc5d7ff2cb4", "carrier": "USPS",
+        "SENDER"}, "date_advance": 0}, "is_return": null, "tracking_code": "9400100208303109973562",
+        "usps_zone": 4, "status": "unknown", "tracker": {"id": "trk_3814971546244ad6b45a65dbd60f550c",
+        "object": "Tracker", "mode": "test", "tracking_code": "9400100208303109973562",
+        "status": "unknown", "status_detail": "unknown", "created_at": "2025-06-12T20:30:57Z",
+        "updated_at": "2025-06-12T20:30:57Z", "signed_by": null, "weight": null, "est_delivery_date":
+        null, "shipment_id": "shp_bd34417cf07142e1a5dac80fc08b5a90", "carrier": "USPS",
         "tracking_details": [], "fees": [], "carrier_detail": null, "public_url":
-        "https://track.easypost.com/djE6dHJrX2VjNmY4MmM0YzkwNjRhYTZhZTE4ZTM4MjU0NWVjOTlh"},
+        "https://track.easypost.com/djE6dHJrXzM4MTQ5NzE1NDYyNDRhZDZiNDVhNjVkYmQ2MGY1NTBj"},
         "fees": [{"object": "Fee", "type": "LabelFee", "amount": "0.00000", "charged":
         true, "refunded": false}, {"object": "Fee", "type": "PostageFee", "amount":
         "6.07000", "charged": true, "refunded": false}], "refund_status": null, "batch_id":
         null, "batch_status": null, "batch_message": null, "tax_identifiers": null,
-        "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T18:00:00Z"}'
+        "created_at": "2025-06-12T20:30:56Z", "updated_at": "2025-06-12T20:30:57Z"}'
     headers:
       cache-control:
       - private, no-cache, no-store
@@ -262,27 +262,25 @@ interactions:
       - chunked
       x-backend:
       - easypost
-      x-canary:
-      - direct
       x-content-type-options:
       - nosniff
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 5b2f847a684b159fe2b9839a0063277a
+      - 5339474e684b3900e2bb293a008da825
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb43nuq
+      - bigweb59nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
-      - intlb4nuq e8fe6f4ec2
-      - extlb1nuq 99aac35317
+      - intlb3nuq e8fe6f4ec2
+      - extlb2nuq 99aac35317
       x-runtime:
-      - '0.919054'
+      - '0.807856'
       x-version-label:
-      - easypost-202506121430-906e96e2b9-master
+      - easypost-202506122002-4fcd94d6be-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/cassettes/test_shipment_create_and_buy_luma.yaml b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
index a3f01aea..68b7e074 100644
--- a/tests/cassettes/test_shipment_create_and_buy_luma.yaml
+++ b/tests/cassettes/test_shipment_create_and_buy_luma.yaml
@@ -27,61 +27,61 @@ interactions:
     uri: https://api.easypost.com/v2/shipments/luma
   response:
     body:
-      string: '{"id": "shp_cdca8bff9a4f4da690a7d2517f5f94ed", "object": "Shipment",
-        "mode": "test", "reference": null, "to_address": {"id": "adr_0d852a5e47b711f09b50ac1f6bc539ae",
-        "object": "Address", "created_at": "2025-06-12T17:59:57+00:00", "updated_at":
-        "2025-06-12T17:59:58+00:00", "name": "JACK SPARROW", "company": null, "street1":
+      string: '{"id": "shp_5d4198306993451896ff04c456ccd4ff", "object": "Shipment",
+        "mode": "test", "reference": null, "to_address": {"id": "adr_240c833d47cc11f0aa843cecef1b359e",
+        "object": "Address", "created_at": "2025-06-12T20:30:55+00:00", "updated_at":
+        "2025-06-12T20:30:55+00:00", "name": "JACK SPARROW", "company": null, "street1":
         "388 TOWNSEND ST APT 20", "street2": "", "city": "SAN FRANCISCO", "state":
         "CA", "zip": "94107-1670", "country": "US", "phone": "<REDACTED>", "email":
         "<REDACTED>", "mode": "test", "carrier_facility": null, "residential": true,
         "federal_tax_id": null, "state_tax_id": null, "verifications": {"zip4": {"success":
         true, "errors": [], "details": null}, "delivery": {"success": true, "errors":
         [], "details": {"latitude": 37.77551, "longitude": -122.39697, "time_zone":
-        "America/Los_Angeles"}}}}, "from_address": {"id": "adr_0d88795147b711f0a624ac1f6bc539aa",
-        "object": "Address", "created_at": "2025-06-12T17:59:58+00:00", "updated_at":
-        "2025-06-12T17:59:58+00:00", "name": "Elizabeth Swan", "company": null, "street1":
+        "America/Los_Angeles"}}}}, "from_address": {"id": "adr_240f71b247cc11f0aa873cecef1b359e",
+        "object": "Address", "created_at": "2025-06-12T20:30:55+00:00", "updated_at":
+        "2025-06-12T20:30:55+00:00", "name": "Elizabeth Swan", "company": null, "street1":
         "179 N Harbor Dr", "street2": null, "city": "Redondo Beach", "state": "CA",
         "zip": "90277", "country": "US", "phone": "<REDACTED>", "email": "<REDACTED>",
         "mode": "test", "carrier_facility": null, "residential": null, "federal_tax_id":
-        null, "state_tax_id": null, "verifications": {}}, "parcel": {"id": "prcl_d5fc6f60f69a421d94930bb5eb6fda51",
-        "object": "Parcel", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
+        null, "state_tax_id": null, "verifications": {}}, "parcel": {"id": "prcl_d3cf84f93a9a4f4098ba288f420f23d2",
+        "object": "Parcel", "created_at": "2025-06-12T20:30:55Z", "updated_at": "2025-06-12T20:30:55Z",
         "length": 10.0, "width": 8.0, "height": 4.0, "predefined_package": null, "weight":
         15.4, "mode": "test"}, "customs_info": null, "forms": [], "insurance": null,
-        "selected_rate": {"id": "rate_bc764b0349534a9eaaa8fe41fe048aec", "object":
-        "Rate", "created_at": "2025-06-12T17:59:58Z", "updated_at": "2025-06-12T17:59:58Z",
+        "selected_rate": {"id": "rate_c96972f3a89b426d9cf1589da0090adb", "object":
+        "Rate", "created_at": "2025-06-12T20:30:55Z", "updated_at": "2025-06-12T20:30:55Z",
         "mode": "test", "service": "GroundAdvantage", "carrier": "USPS", "rate": "6.07",
         "currency": "USD", "retail_rate": "8.85", "retail_currency": "USD", "list_rate":
         "6.57", "list_currency": "USD", "billing_type": "easypost", "delivery_days":
         3, "delivery_date": null, "delivery_date_guaranteed": false, "est_delivery_days":
-        3, "shipment_id": "shp_cdca8bff9a4f4da690a7d2517f5f94ed", "carrier_account_id":
+        3, "shipment_id": "shp_5d4198306993451896ff04c456ccd4ff", "carrier_account_id":
         "ca_b25657e9896e4d63ac8151ac346ac41e"}, "luma_info": {"ai_results": [{"carrier":
-        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-13",
-        "predicted_deliver_days": 1, "rate_id": "rate_4aa01bf4af4a425fbb53c6ae481b7ee4",
-        "rate_usd": "34.15", "service": "Express"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        "USPS", "meets_ruleset_requirements": true, "predicted_deliver_by_date": "2025-06-15",
+        "predicted_deliver_days": 3, "rate_id": "rate_2380bfac8dc641e592153c3ddedea48a",
+        "rate_usd": "7.42", "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
         true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
-        3, "rate_id": "rate_a5d43658b99c43e8b34c60fd43bda906", "rate_usd": "7.42",
-        "service": "Priority"}, {"carrier": "USPS", "meets_ruleset_requirements":
-        true, "predicted_deliver_by_date": "2025-06-15", "predicted_deliver_days":
-        3, "rate_id": "rate_1ef2393b32e64380a3aadd92d84822b6", "rate_usd": "6.07",
-        "service": "GroundAdvantage"}], "matching_rule_idx": 0, "ruleset_description":
-        "Buy the cheapest rate that satisfies all of the following:\nRule 0\n    \nOtherwise
+        3, "rate_id": "rate_d2a22657e8db4958886c3c8184b73fd5", "rate_usd": "6.07",
+        "service": "GroundAdvantage"}, {"carrier": "USPS", "meets_ruleset_requirements":
+        true, "predicted_deliver_by_date": "2025-06-13", "predicted_deliver_days":
+        1, "rate_id": "rate_bc38780a225c425f9a9ed58fdec2029a", "rate_usd": "34.15",
+        "service": "Express"}], "matching_rule_idx": 0, "ruleset_description": "Buy
+        the cheapest rate that satisfies all of the following:\nRule 0\n    \nOtherwise
         buy the cheapest rate"}, "postage_label": {"object": "PostageLabel", "id":
-        "pl_44e5a44177e24f34b109dd0ef743933e", "created_at": "2025-06-12T17:59:58Z",
-        "updated_at": "2025-06-12T17:59:58Z", "date_advance": 0, "integrated_form":
-        "none", "label_date": "2025-06-12T17:59:58Z", "label_resolution": 300, "label_size":
+        "pl_4ae25651ce484b389318a542db94e242", "created_at": "2025-06-12T20:30:55Z",
+        "updated_at": "2025-06-12T20:30:55Z", "date_advance": 0, "integrated_form":
+        "none", "label_date": "2025-06-12T20:30:55Z", "label_resolution": 300, "label_size":
         "4x6", "label_type": "default", "label_file_type": null, "label_url": null,
         "label_pdf_url": null, "label_zpl_url": null, "label_epl2_url": null, "label_file":
-        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"},
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"},
+        "messages": [], "tracking_code": "9400100208303109973555", "fees": [{"object":
         "Fee", "type": "LabelFee", "amount": "0.00000", "charged": true, "refunded":
         false}, {"object": "Fee", "type": "PostageFee", "amount": "6.07000", "charged":
-        true, "refunded": false}], "tax_identifiers": null, "created_at": "2025-06-12T17:59:58Z",
-        "updated_at": "2025-06-12T17:59:58Z"}'
+        true, "refunded": false}], "tax_identifiers": null, "created_at": "2025-06-12T20:30:55Z",
+        "updated_at": "2025-06-12T20:30:55Z"}'
     headers:
       cache-control:
       - private, no-cache, no-store
       content-length:
-      - '72532'
+      - '72280'
       content-type:
       - application/json; charset=utf-8
       expires:
@@ -96,25 +96,27 @@ interactions:
       - chunked
       x-backend:
       - easypost
+      x-canary:
+      - direct
       x-content-type-options:
       - nosniff
       x-download-options:
       - noopen
       x-ep-request-uuid:
-      - 5b2f847a684b159de2b98399006325cc
+      - 5b2f8479684b38ffe2bb2939008b468b
       x-frame-options:
       - SAMEORIGIN
       x-node:
-      - bigweb56nuq
+      - bigweb32nuq
       x-permitted-cross-domain-policies:
       - none
       x-proxied:
       - intlb3nuq e8fe6f4ec2
       - extlb1nuq 99aac35317
       x-runtime:
-      - '0.868619'
+      - '0.814444'
       x-version-label:
-      - easypost-202506121430-906e96e2b9-master
+      - easypost-202506122002-4fcd94d6be-master
       x-xss-protection:
       - 1; mode=block
     status:
diff --git a/tests/conftest.py b/tests/conftest.py
index 50032a76..f19cf250 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -386,7 +386,7 @@ def billing():
 
 @pytest.fixture
 def luma_ruleset_name():
-    return "cheapest_delivery"
+    return read_fixture_data()["luma"]["ruleset_name"]
 
 
 @pytest.fixture