diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4aa7bc8..abaa00c 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -65,6 +65,16 @@ Once you are finished, stop the sandbox:
 make sandbox-down
 ```
 
+#### Recording
+
+Whenever tests require updating Metabase API fixtures, you need to "record" them from the running sandbox instance by executing:
+
+```
+RECORD=true make test
+```
+
+This will run tests against the actual Metabase instance, instead of fixtures, and write those responses to new fixtures. **Many tests will likely fail**, because of timestamps and other transient data, so you need to manually fix those assertions.
+
 ## Code of Conduct
 
 All contributors are expected to follow the [PSF Code of Conduct](https://www.python.org/psf/conduct/).
diff --git a/pyproject.toml b/pyproject.toml
index 30e74a7..5547e18 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,13 +64,14 @@ python_version = "3.8"
 
 [tool.ruff.lint]
 select = [
-    "E",  # pycodestyle errors
-    "W",  # pycodestyle warnings
-    "F",  # pyflakes
-    "I",  # isort
-    "A",  # flake8-builtins
-    "B",  # flake8-bugbear
-    "C4", # flake8-comprehensions
+    "E",      # pycodestyle errors
+    "W",      # pycodestyle warnings
+    "F",      # pyflakes
+    "I",      # isort
+    "A",      # flake8-builtins
+    "B",      # flake8-bugbear
+    "C4",     # flake8-comprehensions
+    "FIX001", # flake8-fixme
 ]
 ignore = [
     "E501", # line-too-long 
diff --git a/sandbox/.gitignore b/sandbox/.gitignore
index f008ba5..9c36dbc 100644
--- a/sandbox/.gitignore
+++ b/sandbox/.gitignore
@@ -1 +1 @@
-/metabase/metabase.db.trace.db
+/metabase.db/metabase.db.trace.db
diff --git a/sandbox/Dockerfile.metabase b/sandbox/Dockerfile.metabase
deleted file mode 100644
index f30c5b4..0000000
--- a/sandbox/Dockerfile.metabase
+++ /dev/null
@@ -1,10 +0,0 @@
-FROM eclipse-temurin:11-jre
-
-ARG MB_VERSION
-ARG CURL_FLAGS
-
-RUN curl -O ${CURL_FLAGS} https://downloads.metabase.com/v${MB_VERSION}/metabase.jar
-
-EXPOSE 3000
-
-ENTRYPOINT ["java", "-jar", "metabase.jar"]
diff --git a/sandbox/docker-compose.yml b/sandbox/docker-compose.yml
index 2e5e189..71ce9ad 100644
--- a/sandbox/docker-compose.yml
+++ b/sandbox/docker-compose.yml
@@ -2,7 +2,7 @@ name: dbt-metabase-sandbox
 
 services:
   postgres:
-    image: postgres:16
+    image: postgres:16.4
     environment:
       - POSTGRES_USER=${POSTGRES_USER:-}
       - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:-}
@@ -20,12 +20,7 @@ services:
     restart: always
 
   metabase:
-    # image: metabase/metabase:latest
-    build:
-      dockerfile: Dockerfile.metabase
-      args:
-        - MB_VERSION=0.50.5
-        - CURL_FLAGS=${CURL_FLAGS:-}
+    image: metabase/metabase:v0.50.29
     environment:
       - MB_SETUP_TOKEN=${MB_SETUP_TOKEN:-}
       - MB_DB_FILE=/metabase-data/metabase.db
@@ -34,7 +29,7 @@ services:
     networks:
       - common
     volumes:
-      - ./metabase:/metabase-data
+      - ./metabase.db:/metabase-data/metabase.db
     healthcheck:
       test: ["CMD-SHELL", "curl --fail http://localhost:3000/api/health"]
       interval: 10s
diff --git a/sandbox/metabase/metabase.db.mv.db b/sandbox/metabase.db/metabase.db.mv.db
similarity index 51%
rename from sandbox/metabase/metabase.db.mv.db
rename to sandbox/metabase.db/metabase.db.mv.db
index 123cfab..d693a78 100644
Binary files a/sandbox/metabase/metabase.db.mv.db and b/sandbox/metabase.db/metabase.db.mv.db differ
diff --git a/tests/fixtures/api/card/27.json b/tests/fixtures/api/card/27.json
index 2c32474..28e6045 100644
--- a/tests/fixtures/api/card/27.json
+++ b/tests/fixtures/api/card/27.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": "Orders and customers",
     "archived": false,
-    "view_count": 425,
+    "view_count": 430,
     "collection_position": null,
     "table_id": 10,
     "can_run_adhoc_query": true,
@@ -561,7 +561,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -578,7 +578,7 @@
     "name": "Orders + Customers",
     "last_query_start": "2024-06-20T05:55:59.014926Z",
     "dashboard_count": 1,
-    "last_used_at": "2024-06-20T05:55:59.079272Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 107.22222222222223,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/28.json b/tests/fixtures/api/card/28.json
index 68d6162..c6582fd 100644
--- a/tests/fixtures/api/card/28.json
+++ b/tests/fixtures/api/card/28.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": null,
     "archived": false,
-    "view_count": 212,
+    "view_count": 215,
     "collection_position": null,
     "table_id": 10,
     "can_run_adhoc_query": true,
@@ -549,7 +549,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -566,7 +566,7 @@
     "name": "Orders + Customers, Filtered by Status is completed",
     "last_query_start": "2024-06-19T12:09:31.377224Z",
     "dashboard_count": 1,
-    "last_used_at": "2024-06-19T12:09:31.689381Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 264.0,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/29.json b/tests/fixtures/api/card/29.json
index 41caea7..af2552a 100644
--- a/tests/fixtures/api/card/29.json
+++ b/tests/fixtures/api/card/29.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": null,
     "archived": false,
-    "view_count": 211,
+    "view_count": 214,
     "collection_position": null,
     "table_id": null,
     "can_run_adhoc_query": true,
@@ -41,7 +41,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -58,7 +58,7 @@
     "name": "Returned Order Count SQL",
     "last_query_start": "2024-06-19T12:09:31.387065Z",
     "dashboard_count": 1,
-    "last_used_at": "2024-06-19T12:09:31.486489Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 190.5,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/30.json b/tests/fixtures/api/card/30.json
index 3b44300..92cbfd3 100644
--- a/tests/fixtures/api/card/30.json
+++ b/tests/fixtures/api/card/30.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": "Dummy 1",
     "archived": false,
-    "view_count": 37,
+    "view_count": 39,
     "collection_position": null,
     "table_id": null,
     "can_run_adhoc_query": true,
@@ -41,7 +41,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -58,7 +58,7 @@
     "name": "Dummy",
     "last_query_start": "2024-06-20T05:56:57.283068Z",
     "dashboard_count": 0,
-    "last_used_at": "2024-06-20T05:56:57.295379Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 28.0,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/31.json b/tests/fixtures/api/card/31.json
index c6c0bad..2aea366 100644
--- a/tests/fixtures/api/card/31.json
+++ b/tests/fixtures/api/card/31.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": "Dummy 2",
     "archived": false,
-    "view_count": 37,
+    "view_count": 39,
     "collection_position": null,
     "table_id": null,
     "can_run_adhoc_query": true,
@@ -41,7 +41,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -58,7 +58,7 @@
     "name": "Dummy",
     "last_query_start": "2024-06-20T05:57:12.286765Z",
     "dashboard_count": 0,
-    "last_used_at": "2024-06-20T05:57:12.297288Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 24.0,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/32.json b/tests/fixtures/api/card/32.json
index 95438c5..1b1916f 100644
--- a/tests/fixtures/api/card/32.json
+++ b/tests/fixtures/api/card/32.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": "CTE SQL",
     "archived": false,
-    "view_count": 28,
+    "view_count": 30,
     "collection_position": null,
     "table_id": null,
     "can_run_adhoc_query": true,
@@ -276,7 +276,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -293,7 +293,7 @@
     "name": "Completed Orders CTE SQL",
     "last_query_start": null,
     "dashboard_count": 0,
-    "last_used_at": null,
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": null,
     "creator_id": 1,
diff --git a/tests/fixtures/api/card/33.json b/tests/fixtures/api/card/33.json
index 1ef9cc8..d17e7d1 100644
--- a/tests/fixtures/api/card/33.json
+++ b/tests/fixtures/api/card/33.json
@@ -2,7 +2,7 @@
     "cache_invalidated_at": null,
     "description": null,
     "archived": false,
-    "view_count": 9,
+    "view_count": 11,
     "collection_position": null,
     "table_id": 18,
     "can_run_adhoc_query": true,
@@ -146,7 +146,7 @@
     "creator": {
         "email": "dbtmetabase@example.com",
         "first_name": "dbtmetabase",
-        "last_login": "2024-10-12T02:16:15.081959Z",
+        "last_login": "2024-10-12T03:43:50.753203Z",
         "is_qbnewb": false,
         "is_superuser": true,
         "id": 1,
@@ -163,7 +163,7 @@
     "name": "Transactions",
     "last_query_start": "2024-10-12T01:52:30.557471Z",
     "dashboard_count": 0,
-    "last_used_at": "2024-10-12T01:52:30.585371Z",
+    "last_used_at": "2024-10-12T03:43:09.869884Z",
     "type": "question",
     "average_query_time": 58.0,
     "creator_id": 1,
diff --git a/tests/fixtures/api/collection/root/items.json b/tests/fixtures/api/collection/root/items.json
index 95a371a..5cbf09b 100644
--- a/tests/fixtures/api/collection/root/items.json
+++ b/tests/fixtures/api/collection/root/items.json
@@ -3,7 +3,7 @@
         "description": "CTE SQL",
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Completed Orders CTE SQL",
         "fully_parameterized": true,
@@ -26,7 +26,7 @@
         "description": "Dummy 1",
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Dummy",
         "fully_parameterized": true,
@@ -49,7 +49,7 @@
         "description": "Dummy 2",
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Dummy",
         "fully_parameterized": true,
@@ -72,7 +72,7 @@
         "description": "Orders and customers",
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Orders + Customers",
         "fully_parameterized": true,
@@ -95,7 +95,7 @@
         "description": null,
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Orders + Customers, Filtered by Status is completed",
         "fully_parameterized": true,
@@ -118,7 +118,7 @@
         "description": null,
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Returned Order Count SQL",
         "fully_parameterized": true,
@@ -160,7 +160,7 @@
         "description": null,
         "collection_position": null,
         "can_write": true,
-        "database_id": null,
+        "database_id": 2,
         "collection_id": null,
         "name": "Transactions",
         "fully_parameterized": true,
diff --git a/tests/fixtures/api/dashboard/2.json b/tests/fixtures/api/dashboard/2.json
index 11fc68d..b65c559 100644
--- a/tests/fixtures/api/dashboard/2.json
+++ b/tests/fixtures/api/dashboard/2.json
@@ -1,7 +1,7 @@
 {
     "description": "Dashboard is a dashboard is a dashboard",
     "archived": false,
-    "view_count": 112,
+    "view_count": 114,
     "collection_position": null,
     "dashcards": [
         {
@@ -14,10 +14,9 @@
                 "cache_invalidated_at": null,
                 "description": "Orders and customers",
                 "archived": false,
-                "view_count": 424,
+                "view_count": 430,
                 "collection_position": null,
                 "table_id": 10,
-                "can_run_adhoc_query": true,
                 "result_metadata": [
                     {
                         "description": "This is a unique identifier for an order",
@@ -577,7 +576,7 @@
                 "collection_id": null,
                 "query_type": "query",
                 "name": "Orders + Customers",
-                "last_used_at": "2024-06-20T05:55:59.079272Z",
+                "last_used_at": "2024-10-12T03:43:09.869884Z",
                 "type": "question",
                 "query_average_duration": 72,
                 "creator_id": 1,
@@ -654,10 +653,9 @@
                 "cache_invalidated_at": null,
                 "description": null,
                 "archived": false,
-                "view_count": 212,
+                "view_count": 215,
                 "collection_position": null,
                 "table_id": 10,
-                "can_run_adhoc_query": true,
                 "result_metadata": [
                     {
                         "description": null,
@@ -1205,7 +1203,7 @@
                 "collection_id": null,
                 "query_type": "query",
                 "name": "Orders + Customers, Filtered by Status is completed",
-                "last_used_at": "2024-06-19T12:09:31.689381Z",
+                "last_used_at": "2024-10-12T03:43:09.869884Z",
                 "type": "question",
                 "query_average_duration": 129,
                 "creator_id": 1,
@@ -1268,10 +1266,9 @@
                 "cache_invalidated_at": null,
                 "description": null,
                 "archived": false,
-                "view_count": 211,
+                "view_count": 214,
                 "collection_position": null,
                 "table_id": null,
-                "can_run_adhoc_query": true,
                 "result_metadata": [
                     {
                         "display_name": "count",
@@ -1311,7 +1308,7 @@
                 "collection_id": null,
                 "query_type": "native",
                 "name": "Returned Order Count SQL",
-                "last_used_at": "2024-06-19T12:09:31.486489Z",
+                "last_used_at": "2024-10-12T03:43:09.869884Z",
                 "type": "question",
                 "query_average_duration": 10,
                 "creator_id": 1,
diff --git a/tests/fixtures/api/database.json b/tests/fixtures/api/database.json
index 4482e0c..fa0a6bf 100644
--- a/tests/fixtures/api/database.json
+++ b/tests/fixtures/api/database.json
@@ -8,6 +8,7 @@
             "window-functions/cumulative",
             "basic-aggregations",
             "temporal-extract",
+            "identifiers-with-spaces",
             "actions/custom",
             "window-functions/offset",
             "now",
@@ -26,6 +27,7 @@
             "right-join",
             "left-join",
             "native-parameters",
+            "uuid-type",
             "schemas",
             "nested-queries",
             "expressions",
@@ -39,11 +41,13 @@
             "upload-with-auto-pk",
             "inner-join",
             "advanced-math-expressions",
-            "fingerprint"
+            "fingerprint",
+            "native-parameter-card-reference"
         ],
         "uploads_table_prefix": null,
         "cache_field_values_schedule": "0 0 5 * * ? *",
-        "timezone": "Etc/UTC",
+        "timezone": "GMT",
+        "is_attached_dwh": false,
         "auto_run_queries": true,
         "metadata_sync_schedule": "0 11 * * * ? *",
         "name": "dbtmetabase",
@@ -51,7 +55,7 @@
         "caveats": null,
         "creator_id": 1,
         "is_full_sync": true,
-        "updated_at": "2024-10-12T01:52:11.286632Z",
+        "updated_at": "2024-10-12T03:43:24.194904Z",
         "native_permissions": "write",
         "cache_ttl": null,
         "details": {
diff --git a/tests/fixtures/api/database/2/metadata.json b/tests/fixtures/api/database/2/metadata.json
index 9b51d44..8ef5238 100644
--- a/tests/fixtures/api/database/2/metadata.json
+++ b/tests/fixtures/api/database/2/metadata.json
@@ -7,6 +7,7 @@
         "window-functions/cumulative",
         "basic-aggregations",
         "temporal-extract",
+        "identifiers-with-spaces",
         "actions/custom",
         "window-functions/offset",
         "now",
@@ -25,6 +26,7 @@
         "right-join",
         "left-join",
         "native-parameters",
+        "uuid-type",
         "schemas",
         "nested-queries",
         "expressions",
@@ -38,11 +40,13 @@
         "upload-with-auto-pk",
         "inner-join",
         "advanced-math-expressions",
-        "fingerprint"
+        "fingerprint",
+        "native-parameter-card-reference"
     ],
     "uploads_table_prefix": null,
     "cache_field_values_schedule": "0 0 5 * * ? *",
-    "timezone": "Etc/UTC",
+    "timezone": "GMT",
+    "is_attached_dwh": false,
     "auto_run_queries": true,
     "metadata_sync_schedule": "0 11 * * * ? *",
     "name": "dbtmetabase",
@@ -408,7 +412,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 12,
             "db_id": 2,
@@ -937,7 +941,7 @@
             ],
             "caveats": "Some facts are derived from payments",
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 10,
             "db_id": 2,
@@ -951,83 +955,6 @@
             "estimated_row_count": 99,
             "points_of_interest": "Basic information only"
         },
-        {
-            "description": null,
-            "entity_type": "entity/GenericTable",
-            "view_count": 0,
-            "schema": "public",
-            "database_require_filter": null,
-            "show_in_getting_started": false,
-            "name": "payments",
-            "fields": [
-                {
-                    "description": null,
-                    "database_type": "int4",
-                    "semantic_type": null,
-                    "table_id": 17,
-                    "coercion_strategy": null,
-                    "database_indexed": null,
-                    "name": "payment_id",
-                    "fingerprint_version": 5,
-                    "has_field_values": "list",
-                    "settings": null,
-                    "caveats": null,
-                    "fk_target_field_id": null,
-                    "updated_at": "2024-10-11T23:40:47.778573Z",
-                    "custom_position": 0,
-                    "effective_type": "type/Integer",
-                    "active": true,
-                    "nfc_path": null,
-                    "parent_id": null,
-                    "id": 110,
-                    "last_analyzed": "2024-10-11T23:40:47.778573Z",
-                    "database_partitioned": null,
-                    "database_is_auto_increment": false,
-                    "json_unfolding": false,
-                    "position": 0,
-                    "visibility_type": "normal",
-                    "target": null,
-                    "preview_display": true,
-                    "display_name": "Payment ID",
-                    "database_position": 0,
-                    "database_required": false,
-                    "fingerprint": {
-                        "global": {
-                            "distinct-count": 113,
-                            "nil%": 0.0
-                        },
-                        "type": {
-                            "type/Number": {
-                                "min": 1.0,
-                                "q1": 28.75,
-                                "q3": 85.25,
-                                "max": 113.0,
-                                "sd": 32.76097144469315,
-                                "avg": 57.0
-                            }
-                        }
-                    },
-                    "created_at": "2024-10-11T23:40:47.538901Z",
-                    "base_type": "type/Integer",
-                    "points_of_interest": null
-                }
-            ],
-            "caveats": null,
-            "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
-            "active": true,
-            "id": 17,
-            "db_id": 2,
-            "visibility_type": null,
-            "field_order": "database",
-            "is_upload": false,
-            "initial_sync_status": "complete",
-            "display_name": "Payments",
-            "metrics": [],
-            "created_at": "2024-10-11T23:40:47.315991Z",
-            "estimated_row_count": 113,
-            "points_of_interest": null
-        },
         {
             "description": null,
             "entity_type": "entity/GenericTable",
@@ -1176,7 +1103,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 13,
             "db_id": 2,
@@ -1386,7 +1313,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 14,
             "db_id": 2,
@@ -1600,7 +1527,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 11,
             "db_id": 2,
@@ -2002,7 +1929,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 15,
             "db_id": 2,
@@ -2231,7 +2158,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 9,
             "db_id": 2,
@@ -2509,7 +2436,7 @@
             ],
             "caveats": null,
             "segments": [],
-            "updated_at": "2024-10-12T02:11:00.183707Z",
+            "updated_at": "2024-10-12T03:43:30.101325Z",
             "active": true,
             "id": 18,
             "db_id": 2,
@@ -2526,7 +2453,7 @@
     ],
     "creator_id": 1,
     "is_full_sync": true,
-    "updated_at": "2024-10-12T01:52:11.286632Z",
+    "updated_at": "2024-10-12T03:43:24.194904Z",
     "cache_ttl": null,
     "details": {
         "ssl": false,
diff --git a/tests/fixtures/api/table.json b/tests/fixtures/api/table.json
index 5e5c289..41edf4f 100644
--- a/tests/fixtures/api/table.json
+++ b/tests/fixtures/api/table.json
@@ -14,6 +14,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -32,6 +33,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -45,11 +47,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -57,7 +61,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -92,7 +96,7 @@
         "show_in_getting_started": false,
         "name": "customers",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 12,
         "db_id": 2,
@@ -120,6 +124,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -138,6 +143,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -151,11 +157,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -163,7 +171,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -198,7 +206,7 @@
         "show_in_getting_started": false,
         "name": "orders",
         "caveats": "Some facts are derived from payments",
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 10,
         "db_id": 2,
@@ -226,6 +234,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -244,6 +253,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -257,11 +267,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -269,113 +281,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
-            "cache_ttl": null,
-            "details": {
-                "ssl": false,
-                "password": "**MetabasePass**",
-                "port": 5432,
-                "advanced-options": false,
-                "schema-filters-type": "all",
-                "dbname": "dbtmetabase",
-                "host": "postgres",
-                "tunnel-enabled": false,
-                "user": "dbtmetabase"
-            },
-            "is_sample": false,
-            "id": 2,
-            "is_on_demand": false,
-            "engine": "postgres",
-            "initial_sync_status": "complete",
-            "is_audit": false,
-            "dbms_version": {
-                "flavor": "PostgreSQL",
-                "version": "16.4 (Debian 16.4-1.pgdg120+2)",
-                "semantic-version": [
-                    16,
-                    4
-                ]
-            },
-            "uploads_enabled": false,
-            "refingerprint": false,
-            "created_at": "2024-06-19T11:49:38.313316Z",
-            "points_of_interest": null
-        },
-        "show_in_getting_started": false,
-        "name": "payments",
-        "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
-        "active": true,
-        "id": 17,
-        "db_id": 2,
-        "visibility_type": null,
-        "field_order": "database",
-        "is_upload": false,
-        "initial_sync_status": "complete",
-        "display_name": "Payments",
-        "created_at": "2024-10-11T23:40:47.315991Z",
-        "estimated_row_count": 113,
-        "points_of_interest": null
-    },
-    {
-        "description": null,
-        "entity_type": "entity/GenericTable",
-        "view_count": 0,
-        "schema": "public",
-        "database_require_filter": null,
-        "db": {
-            "uploads_schema_name": null,
-            "description": null,
-            "features": [
-                "index-info",
-                "full-join",
-                "window-functions/cumulative",
-                "basic-aggregations",
-                "temporal-extract",
-                "actions/custom",
-                "window-functions/offset",
-                "now",
-                "convert-timezone",
-                "nested-field-columns",
-                "standard-deviation-aggregations",
-                "test/jvm-timezone-setting",
-                "date-arithmetics",
-                "persist-models",
-                "actions",
-                "expression-aggregations",
-                "percentile-aggregations",
-                "connection-impersonation",
-                "foreign-keys",
-                "table-privileges",
-                "right-join",
-                "left-join",
-                "native-parameters",
-                "schemas",
-                "nested-queries",
-                "expressions",
-                "uploads",
-                "set-timezone",
-                "regex",
-                "case-sensitivity-string-filter-options",
-                "binning",
-                "metadata/key-constraints",
-                "datetime-diff",
-                "upload-with-auto-pk",
-                "inner-join",
-                "advanced-math-expressions",
-                "fingerprint"
-            ],
-            "uploads_table_prefix": null,
-            "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
-            "auto_run_queries": true,
-            "metadata_sync_schedule": "0 11 * * * ? *",
-            "name": "dbtmetabase",
-            "settings": null,
-            "caveats": null,
-            "creator_id": 1,
-            "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -410,7 +316,7 @@
         "show_in_getting_started": false,
         "name": "raw_customers",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 13,
         "db_id": 2,
@@ -438,6 +344,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -456,6 +363,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -469,11 +377,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -481,7 +391,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -516,7 +426,7 @@
         "show_in_getting_started": false,
         "name": "raw_orders",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 14,
         "db_id": 2,
@@ -544,6 +454,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -562,6 +473,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -575,11 +487,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -587,7 +501,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -622,7 +536,7 @@
         "show_in_getting_started": false,
         "name": "raw_payments",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 11,
         "db_id": 2,
@@ -650,6 +564,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -668,6 +583,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -681,11 +597,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -693,7 +611,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -756,6 +674,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -774,6 +693,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -787,11 +707,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -799,7 +721,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -834,7 +756,7 @@
         "show_in_getting_started": false,
         "name": "stg_orders",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 15,
         "db_id": 2,
@@ -862,6 +784,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -880,6 +803,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -893,11 +817,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -905,7 +831,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -940,7 +866,7 @@
         "show_in_getting_started": false,
         "name": "stg_payments",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 9,
         "db_id": 2,
@@ -968,6 +894,7 @@
                 "window-functions/cumulative",
                 "basic-aggregations",
                 "temporal-extract",
+                "identifiers-with-spaces",
                 "actions/custom",
                 "window-functions/offset",
                 "now",
@@ -986,6 +913,7 @@
                 "right-join",
                 "left-join",
                 "native-parameters",
+                "uuid-type",
                 "schemas",
                 "nested-queries",
                 "expressions",
@@ -999,11 +927,13 @@
                 "upload-with-auto-pk",
                 "inner-join",
                 "advanced-math-expressions",
-                "fingerprint"
+                "fingerprint",
+                "native-parameter-card-reference"
             ],
             "uploads_table_prefix": null,
             "cache_field_values_schedule": "0 0 5 * * ? *",
-            "timezone": "Etc/UTC",
+            "timezone": "GMT",
+            "is_attached_dwh": false,
             "auto_run_queries": true,
             "metadata_sync_schedule": "0 11 * * * ? *",
             "name": "dbtmetabase",
@@ -1011,7 +941,7 @@
             "caveats": null,
             "creator_id": 1,
             "is_full_sync": true,
-            "updated_at": "2024-10-12T01:52:11.286632Z",
+            "updated_at": "2024-10-12T03:43:24.194904Z",
             "cache_ttl": null,
             "details": {
                 "ssl": false,
@@ -1046,7 +976,7 @@
         "show_in_getting_started": false,
         "name": "transactions",
         "caveats": null,
-        "updated_at": "2024-10-12T02:11:00.183707Z",
+        "updated_at": "2024-10-12T03:43:30.101325Z",
         "active": true,
         "id": 18,
         "db_id": 2,
diff --git a/tests/fixtures/api/user/1.json b/tests/fixtures/api/user/1.json
index b8b196c..88be00e 100644
--- a/tests/fixtures/api/user/1.json
+++ b/tests/fixtures/api/user/1.json
@@ -2,7 +2,7 @@
     "email": "dbtmetabase@example.com",
     "first_name": "dbtmetabase",
     "locale": null,
-    "last_login": "2024-10-12T02:16:15.081959Z",
+    "last_login": "2024-10-12T03:43:50.753203Z",
     "is_active": true,
     "user_group_memberships": [
         {
@@ -13,7 +13,7 @@
         }
     ],
     "is_qbnewb": false,
-    "updated_at": "2024-10-12T02:16:15.081959Z",
+    "updated_at": "2024-10-12T03:43:50.753203Z",
     "is_superuser": true,
     "login_attributes": null,
     "id": 1,
diff --git a/tests/fixtures/exposure/collection/our_analytics.yml b/tests/fixtures/exposure/collection/our_analytics.yml
index d253c21..b9faecf 100644
--- a/tests/fixtures/exposure/collection/our_analytics.yml
+++ b/tests/fixtures/exposure/collection/our_analytics.yml
@@ -14,6 +14,8 @@ exposures:
       email: dbtmetabase@example.com
     depends_on:
       - ref('orders')
+    meta:
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: dummy
     label: Dummy
     description: '### Visualization: Table
@@ -48,7 +50,7 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.028'
-      last_used_at: '2024-06-20T05:56:57.295379Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: dummy_1
     label: Dummy
     description: '### Visualization: Table
@@ -83,7 +85,7 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.024'
-      last_used_at: '2024-06-20T05:57:12.297288Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: orders___customers
     label: Orders + Customers
     description: '### Visualization: Table
@@ -110,7 +112,7 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.107'
-      last_used_at: '2024-06-20T05:55:59.079272Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: orders___customers__filtered_by_status_is_completed
     label: Orders + Customers, Filtered by Status is completed
     description: '### Visualization: Table
@@ -137,7 +139,7 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.264'
-      last_used_at: '2024-06-19T12:09:31.689381Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: returned_order_count_sql
     label: Returned Order Count SQL
     description: "### Visualization: Scalar\n\nNo description provided in Metabase\n\
@@ -155,7 +157,7 @@ exposures:
       - ref('stg_payments')
     meta:
       average_query_time: '0:00.191'
-      last_used_at: '2024-06-19T12:09:31.486489Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
   - name: the_dashboard
     label: The Dashboard
     description: '### Dashboard Cards: 3
@@ -207,4 +209,4 @@ exposures:
       - ref('payments')
     meta:
       average_query_time: '0:00.058'
-      last_used_at: '2024-10-12T01:52:30.585371Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/default/exposures.yml b/tests/fixtures/exposure/default/exposures.yml
index c5b3559..5375c51 100644
--- a/tests/fixtures/exposure/default/exposures.yml
+++ b/tests/fixtures/exposure/default/exposures.yml
@@ -14,6 +14,8 @@ exposures:
       email: dbtmetabase@example.com
     depends_on:
       - ref('orders')
+    meta:
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: dummy
@@ -50,7 +52,7 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.028'
-      last_used_at: '2024-06-20T05:56:57.295379Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: dummy_1
@@ -87,7 +89,7 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.024'
-      last_used_at: '2024-06-20T05:57:12.297288Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: orders___customers
@@ -116,7 +118,7 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.107'
-      last_used_at: '2024-06-20T05:55:59.079272Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: orders___customers__filtered_by_status_is_completed
@@ -145,7 +147,7 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.264'
-      last_used_at: '2024-06-19T12:09:31.689381Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: returned_order_count_sql
@@ -165,7 +167,7 @@ exposures:
       - ref('stg_payments')
     meta:
       average_query_time: '0:00.191'
-      last_used_at: '2024-06-19T12:09:31.486489Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
   - name: the_dashboard
@@ -221,6 +223,6 @@ exposures:
       - ref('payments')
     meta:
       average_query_time: '0:00.058'
-      last_used_at: '2024-10-12T01:52:30.585371Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
     tags:
       - metabase
diff --git a/tests/fixtures/exposure/type/card/27.yml b/tests/fixtures/exposure/type/card/27.yml
index 25b3034..d725255 100644
--- a/tests/fixtures/exposure/type/card/27.yml
+++ b/tests/fixtures/exposure/type/card/27.yml
@@ -26,4 +26,4 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.107'
-      last_used_at: '2024-06-20T05:55:59.079272Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/28.yml b/tests/fixtures/exposure/type/card/28.yml
index bf2d27b..0af2c2b 100644
--- a/tests/fixtures/exposure/type/card/28.yml
+++ b/tests/fixtures/exposure/type/card/28.yml
@@ -26,4 +26,4 @@ exposures:
       - ref('orders')
     meta:
       average_query_time: '0:00.264'
-      last_used_at: '2024-06-19T12:09:31.689381Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/29.yml b/tests/fixtures/exposure/type/card/29.yml
index b724a4b..3155ef1 100644
--- a/tests/fixtures/exposure/type/card/29.yml
+++ b/tests/fixtures/exposure/type/card/29.yml
@@ -17,4 +17,4 @@ exposures:
       - ref('stg_payments')
     meta:
       average_query_time: '0:00.191'
-      last_used_at: '2024-06-19T12:09:31.486489Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/30.yml b/tests/fixtures/exposure/type/card/30.yml
index 3b101a8..dc23b08 100644
--- a/tests/fixtures/exposure/type/card/30.yml
+++ b/tests/fixtures/exposure/type/card/30.yml
@@ -34,4 +34,4 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.028'
-      last_used_at: '2024-06-20T05:56:57.295379Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/31.yml b/tests/fixtures/exposure/type/card/31.yml
index e459b00..ccca6b4 100644
--- a/tests/fixtures/exposure/type/card/31.yml
+++ b/tests/fixtures/exposure/type/card/31.yml
@@ -34,4 +34,4 @@ exposures:
     depends_on: []
     meta:
       average_query_time: '0:00.024'
-      last_used_at: '2024-06-20T05:57:12.297288Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/32.yml b/tests/fixtures/exposure/type/card/32.yml
index 18b46bb..2e5a899 100644
--- a/tests/fixtures/exposure/type/card/32.yml
+++ b/tests/fixtures/exposure/type/card/32.yml
@@ -14,3 +14,5 @@ exposures:
       email: dbtmetabase@example.com
     depends_on:
       - ref('orders')
+    meta:
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/fixtures/exposure/type/card/33.yml b/tests/fixtures/exposure/type/card/33.yml
index be2907c..6605c3c 100644
--- a/tests/fixtures/exposure/type/card/33.yml
+++ b/tests/fixtures/exposure/type/card/33.yml
@@ -25,4 +25,4 @@ exposures:
       - ref('payments')
     meta:
       average_query_time: '0:00.058'
-      last_used_at: '2024-10-12T01:52:30.585371Z'
+      last_used_at: '2024-10-12T03:43:09.869884Z'
diff --git a/tests/test_models.py b/tests/test_models.py
index db0a877..f42b1e2 100644
--- a/tests/test_models.py
+++ b/tests/test_models.py
@@ -63,9 +63,6 @@ def test_build_lookups(core: MockDbtMetabase):
             "BANK_TRANSFER_AMOUNT",
             "GIFT_CARD_AMOUNT",
         },
-        "PUBLIC.PAYMENTS": {
-            "PAYMENT_ID",  # TODO: why?
-        },
         "PUBLIC.TRANSACTIONS": {
             "PAYMENT_ID",
             "PAYMENT_METHOD",