diff --git a/carbonserver/carbonserver/api/infra/repositories/repository_runs.py b/carbonserver/carbonserver/api/infra/repositories/repository_runs.py
index 4084aacca..e66cf253b 100644
--- a/carbonserver/carbonserver/api/infra/repositories/repository_runs.py
+++ b/carbonserver/carbonserver/api/infra/repositories/repository_runs.py
@@ -164,6 +164,7 @@ def get_experiment_detailed_sums_by_run(
                         SqlModelEmission.timestamp >= start_date,
                         SqlModelEmission.timestamp <= end_date,
                     ),
+                    isouter=True,
                 )
                 .filter(SqlModelRun.experiment_id == experiment_id)
                 .group_by(
diff --git a/carbonserver/tests/api/repository/test_repository_runs.py b/carbonserver/tests/api/repository/test_repository_runs.py
deleted file mode 100644
index 4b2e0d4b9..000000000
--- a/carbonserver/tests/api/repository/test_repository_runs.py
+++ /dev/null
@@ -1,48 +0,0 @@
-from datetime import datetime
-from unittest import mock
-from uuid import UUID
-
-import dateutil.relativedelta
-
-from carbonserver.api.infra.repositories.repository_runs import SqlAlchemyRepository
-
-EXPERIMENT_ID = UUID("e52fe339-164d-4c2b-a8c0-f562dfce066d")
-
-
-class SessionContextMock:
-    def __init__(self, session):
-        self.session = session
-
-    def __enter__(self):
-        return self.session
-
-    def __exit__(self, *args):
-        return None
-
-
-def test_experiment_detailed_sums_by_run_excludes_runs_without_emissions_in_date_range():
-    # The repository opens sessions with `with self.session_factory() as session`.
-    # This context mock lets us exercise the real query builder without needing a
-    # live database, and catches a regression to an outer join that would return
-    # runs with null aggregate fields.
-    session_mock = mock.Mock()
-    query_mock = mock.Mock()
-    session_mock.query.return_value = query_mock
-    query_mock.join.return_value = query_mock
-    query_mock.filter.return_value = query_mock
-    query_mock.group_by.return_value = query_mock
-    query_mock.all.return_value = []
-
-    session_factory_mock = mock.Mock(return_value=SessionContextMock(session_mock))
-    repository = SqlAlchemyRepository(session_factory_mock)
-
-    end_date = datetime.now()
-    start_date = end_date - dateutil.relativedelta.relativedelta(months=3)
-
-    actual_run_sums = repository.get_experiment_detailed_sums_by_run(
-        EXPERIMENT_ID, start_date, end_date
-    )
-
-    assert actual_run_sums == []
-    query_mock.join.assert_called_once()
-    assert query_mock.join.call_args.kwargs.get("isouter", False) is False
diff --git a/carbonserver/tests/api/usecase/run/test_experiment_sum_by_run_usecase.py b/carbonserver/tests/api/usecase/run/test_experiment_sum_by_run_usecase.py
index c31b27f56..bf0826f4a 100644
--- a/carbonserver/tests/api/usecase/run/test_experiment_sum_by_run_usecase.py
+++ b/carbonserver/tests/api/usecase/run/test_experiment_sum_by_run_usecase.py
@@ -31,17 +31,6 @@
 }
 
 
-class SessionContextMock:
-    def __init__(self, session):
-        self.session = session
-
-    def __enter__(self):
-        return self.session
-
-    def __exit__(self, *args):
-        return None
-
-
 def test_detailed_sum_computes_for_experiment_id():
     repository_mock: SqlAlchemyRepository = mock.Mock(spec=SqlAlchemyRepository)
     experiment_id = EXPERIMENT_ID
@@ -57,29 +46,3 @@ def test_detailed_sum_computes_for_experiment_id():
     )
 
     assert actual_experiment_sum_by_run[0]["emissions"] == expected_emission_sum
-
-
-def test_detailed_sum_query_excludes_runs_without_emissions_in_date_range():
-    # Use the real repository with a mocked SQLAlchemy session context so this test
-    # covers the join built by get_experiment_detailed_sums_by_run. Mocking the
-    # repository itself would only test usecase pass-through and would not fail if
-    # the query switched back to an outer join that returns null aggregate rows.
-    session_mock = mock.Mock()
-    query_mock = mock.Mock()
-    session_mock.query.return_value = query_mock
-    query_mock.join.return_value = query_mock
-    query_mock.filter.return_value = query_mock
-    query_mock.group_by.return_value = query_mock
-    query_mock.all.return_value = []
-
-    session_factory_mock = mock.Mock(return_value=SessionContextMock(session_mock))
-    repository = SqlAlchemyRepository(session_factory_mock)
-    experiment_sum_by_run_usecase = ExperimentSumsByRunUsecase(repository)
-
-    actual_experiment_sum_by_run = experiment_sum_by_run_usecase.compute_detailed_sum(
-        EXPERIMENT_ID, START_DATE, END_DATE
-    )
-
-    assert actual_experiment_sum_by_run == []
-    query_mock.join.assert_called_once()
-    assert query_mock.join.call_args.kwargs.get("isouter", False) is False
diff --git a/codecarbon/core/api_client.py b/codecarbon/core/api_client.py
index 9349b9dc1..2b8c111d2 100644
--- a/codecarbon/core/api_client.py
+++ b/codecarbon/core/api_client.py
@@ -7,7 +7,6 @@
 
 # from httpx import AsyncClient
 import dataclasses
-import json
 from datetime import timedelta, tzinfo
 
 import arrow
@@ -86,9 +85,7 @@ def check_auth(self):
         url = self.url + "/auth/check"
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def get_list_organizations(self):
@@ -98,9 +95,7 @@ def get_list_organizations(self):
         url = self.url + "/organizations"
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def check_organization_exists(self, organization_name: str):
@@ -108,8 +103,6 @@ def check_organization_exists(self, organization_name: str):
         Check if an organization exists
         """
         organizations = self.get_list_organizations()
-        if organizations is None:
-            return False
         for organization in organizations:
             if organization["name"] == organization_name:
                 return organization
@@ -129,9 +122,7 @@ def create_organization(self, organization: OrganizationCreate):
         else:
             headers = self._get_headers()
             r = requests.post(url=url, json=payload, timeout=2, headers=headers)
-            if r.status_code != 201:
-                self._log_error(url, payload, r)
-                return None
+            r.raise_for_status()
             return r.json()
 
     def get_organization(self, organization_id):
@@ -141,9 +132,7 @@ def get_organization(self, organization_id):
         headers = self._get_headers()
         url = self.url + "/organizations/" + organization_id
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def update_organization(self, organization: OrganizationCreate):
@@ -154,9 +143,7 @@ def update_organization(self, organization: OrganizationCreate):
         headers = self._get_headers()
         url = self.url + "/organizations/" + organization.id
         r = requests.patch(url=url, json=payload, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, payload, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def list_projects_from_organization(self, organization_id):
@@ -166,9 +153,7 @@ def list_projects_from_organization(self, organization_id):
         url = self.url + "/organizations/" + organization_id + "/projects"
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def create_project(self, project: ProjectCreate):
@@ -179,9 +164,7 @@ def create_project(self, project: ProjectCreate):
         url = self.url + "/projects"
         headers = self._get_headers()
         r = requests.post(url=url, json=payload, timeout=2, headers=headers)
-        if r.status_code != 201:
-            self._log_error(url, payload, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def get_project(self, project_id):
@@ -191,9 +174,7 @@ def get_project(self, project_id):
         url = self.url + "/projects/" + project_id
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def add_emission(self, carbon_emission: dict):
@@ -237,9 +218,7 @@ def add_emission(self, carbon_emission: dict):
             url = self.url + "/emissions"
             headers = self._get_headers()
             r = requests.post(url=url, json=payload, timeout=2, headers=headers)
-            if r.status_code != 201:
-                self._log_error(url, payload, r)
-                return False
+            r.raise_for_status()
             logger.debug(f"ApiClient - Successful upload emission {payload} to {url}")
         except Exception as e:
             logger.error(e, exc_info=True)
@@ -279,9 +258,7 @@ def _create_run(self, experiment_id: str):
             url = self.url + "/runs"
             headers = self._get_headers()
             r = requests.post(url=url, json=payload, timeout=2, headers=headers)
-            if r.status_code != 201:
-                self._log_error(url, payload, r)
-                return None
+            r.raise_for_status()
             self.run_id = r.json()["id"]
             logger.info(
                 "ApiClient Successfully registered your run on the API.\n\n"
@@ -304,9 +281,7 @@ def list_experiments_from_project(self, project_id: str):
         url = self.url + "/projects/" + project_id + "/experiments"
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return []
+        r.raise_for_status()
         return r.json()
 
     def set_experiment(self, experiment_id: str):
@@ -324,9 +299,7 @@ def add_experiment(self, experiment: ExperimentCreate):
         url = self.url + "/experiments"
         headers = self._get_headers()
         r = requests.post(url=url, json=payload, timeout=2, headers=headers)
-        if r.status_code != 201:
-            self._log_error(url, payload, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
     def get_experiment(self, experiment_id):
@@ -336,22 +309,9 @@ def get_experiment(self, experiment_id):
         url = self.url + "/experiments/" + experiment_id
         headers = self._get_headers()
         r = requests.get(url=url, timeout=2, headers=headers)
-        if r.status_code != 200:
-            self._log_error(url, {}, r)
-            return None
+        r.raise_for_status()
         return r.json()
 
-    def _log_error(self, url, payload, response):
-        if len(payload) > 0:
-            logger.error(
-                f"ApiClient Error when calling the API on {url} with : {json.dumps(payload)}"
-            )
-        else:
-            logger.error(f"ApiClient Error when calling the API on {url}")
-        logger.error(
-            f"ApiClient API return http code {response.status_code} and answer : {response.text}"
-        )
-
     def close_experiment(self):
         """
         Tell the API that the experiment has ended.
diff --git a/codecarbon/output_methods/file.py b/codecarbon/output_methods/file.py
index 6a13d5b41..e13f45e90 100644
--- a/codecarbon/output_methods/file.py
+++ b/codecarbon/output_methods/file.py
@@ -62,12 +62,14 @@ def has_valid_headers(self, data: EmissionsData) -> bool:
             True if the file has valid headers, False otherwise.
         """
         with open(self.save_file_path) as csv_file:
-            reader = csv.reader(csv_file)
-            try:
-                headers = next(reader)
-            except StopIteration:
+            csv_reader = csv.DictReader(csv_file)
+            csv_entries_list = list(csv_reader)
+            if len(csv_entries_list) == 0:
+                # No entries
                 return True
-            return sorted(headers) == sorted(data.values.keys())
+            dict_from_csv = dict(csv_entries_list[0])
+            list_of_column_names = sorted(dict_from_csv.keys())
+            return sorted(data.values.keys()) == list_of_column_names
 
     def out(self, total: EmissionsData, _):
         """
@@ -76,8 +78,9 @@ def out(self, total: EmissionsData, _):
         * If the file does not exist, then create it.
         * If the file already exists but has invalid headers, then back it up and replace with new data.
         * If the file already exists and has valid headers:
-            * In "append" mode, append the new row directly.
-            * In "update" mode, deduplicate by run_id.
+            * If it has no rows with a matching run ID, append the new data.
+            * If it has one row with a matching run ID, then replace that row with the new data.
+            * If it has > one row with a matching run ID, append the new data
 
         Args:
             total: data to save.
@@ -90,20 +93,19 @@ def out(self, total: EmissionsData, _):
                 f"File {self.save_file_path} exists but is empty. Treating as new file."
             )
             file_exists = False
-
-        headers_match = file_exists and self.has_valid_headers(total)
-        if file_exists and not headers_match:
+        if file_exists and not self.has_valid_headers(total):
             logger.warning("The CSV format has changed, backing up old emission file.")
             backup(self.save_file_path)
             file_exists = False
-
         new_df = pd.DataFrame.from_records([dict(total.values)])
-
         if not file_exists:
-            new_df.to_csv(self.save_file_path, index=False)
+            df = new_df
         elif self.on_csv_write == "append":
+            df = pd.read_csv(self.save_file_path)
+            # Filter out empty or all-NA columns only from new_df, to avoid warnings from Pandas,
+            # see https://github.com/pandas-dev/pandas/issues/55928
             new_df = new_df.dropna(axis=1, how="all")
-            new_df.to_csv(self.save_file_path, mode="a", header=False, index=False)
+            df = pd.concat([df, new_df])
         else:
             df = pd.read_csv(self.save_file_path)
             df_run = df.loc[df.run_id == total.run_id]
@@ -119,11 +121,13 @@ def out(self, total: EmissionsData, _):
             else:
                 update_values = {}
                 for col, val in dict(total.values).items():
+                    # Explicitly cast new values to prevent warnings about incompatible dtypes.
                     update_values[col] = df[col].dtype.type(val)
                 df.loc[df.run_id == total.run_id, update_values.keys()] = (
                     update_values.values()
                 )
-            df.to_csv(self.save_file_path, index=False)
+
+        df.to_csv(self.save_file_path, index=False)
 
     def task_out(self, data: List[TaskEmissionsData], experiment_name: str):
         """
diff --git a/pyproject.toml b/pyproject.toml
index 1f7c29c5c..6453cc0df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -130,7 +130,7 @@ pre-commit-install = { cmd = "pre-commit install", help = "Install pre-commit ho
 dashboard = "uv run --project carbonserver uvicorn main:app --reload"
 dashboard-ci = "uv run --project carbonserver uvicorn main:app --host 0.0.0.0 --port 8008"
 docker = "docker-compose up -d"
-test-api-unit = "uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/routers && uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/service/ && uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/usecase/ && uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/repository/"
+test-api-unit = "uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/routers && uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/service/ && uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/usecase/"
 test-api-integ = "uv run --project carbonserver --extra dev python -m pytest -vv carbonserver/tests/api/integration/"
 setup-db = "cd carbonserver && uv run --project carbonserver python -m alembic -c carbonserver/database/alembic.ini upgrade head"
 downgrade-db = "cd carbonserver && uv run --project carbonserver python -m alembic -c carbonserver/database/alembic.ini downgrade base"
diff --git a/tests/output_methods/test_file.py b/tests/output_methods/test_file.py
index e8bccfdf0..d3350b474 100644
--- a/tests/output_methods/test_file.py
+++ b/tests/output_methods/test_file.py
@@ -375,41 +375,3 @@ def test_file_output_task_out(self):
         self.assertTrue(os.path.exists(expected_file))
         df = pd.read_csv(expected_file)
         self.assertEqual(len(df), 1)
-
-    def test_fast_append_with_matching_headers(self):
-        file_output = FileOutput("test.csv", self.temp_dir, on_csv_write="append")
-        file_output.out(self.emissions_data, None)
-        file_output.out(self.emissions_data, None)
-        file_output.out(self.emissions_data, None)
-
-        df = pd.read_csv(os.path.join(self.temp_dir, "test.csv"))
-        self.assertEqual(len(df), 3)
-
-    def test_schema_migration_creates_backup(self):
-        file_output = FileOutput("test.csv", self.temp_dir, on_csv_write="append")
-        file_output.out(self.emissions_data, None)
-
-        path = os.path.join(self.temp_dir, "test.csv")
-        df_old = pd.read_csv(path)
-        df_old.rename(columns={"cpu_model": "old_cpu_model"}, inplace=True)
-        df_old.to_csv(path, index=False)
-
-        self.assertFalse(file_output.has_valid_headers(self.emissions_data))
-
-        file_output.out(self.emissions_data, None)
-
-        df_bak = pd.read_csv(path + ".bak")
-        self.assertEqual(len(df_bak), 1)
-        self.assertIn("old_cpu_model", df_bak.columns)
-
-        df = pd.read_csv(path)
-        self.assertEqual(len(df), 1)
-        self.assertIn("cpu_model", df.columns)
-
-    def test_out_append_large_file_fast_path(self):
-        file_output = FileOutput("test.csv", self.temp_dir, on_csv_write="append")
-        file_output.out(self.emissions_data, None)
-        file_output.out(self.emissions_data, None)
-
-        df = pd.read_csv(os.path.join(self.temp_dir, "test.csv"))
-        self.assertEqual(len(df), 2)
diff --git a/tests/test_api_call.py b/tests/test_api_call.py
index 39822ece7..99f96a30c 100644
--- a/tests/test_api_call.py
+++ b/tests/test_api_call.py
@@ -2,6 +2,7 @@
 import unittest
 from uuid import uuid4
 
+import requests
 import requests_mock
 
 from codecarbon.core.api_client import ApiClient
@@ -137,7 +138,7 @@ def test_call_api(self):
             assert payload["ram_utilization_percent"] == 56.5
             assert payload["wue"] == 0.8
 
-    def test_check_auth_returns_none_on_error(self):
+    def test_check_auth_raises_on_error(self):
         with requests_mock.Mocker() as m:
             m.get("http://test.com/auth/check", text="bad", status_code=401)
             api = ApiClient(
@@ -146,9 +147,10 @@ def test_check_auth_returns_none_on_error(self):
                 create_run_automatically=False,
             )
 
-            self.assertIsNone(api.check_auth())
+            with self.assertRaises(requests.HTTPError):
+                api.check_auth()
 
-    def test_check_organization_exists_returns_false_when_list_fails(self):
+    def test_check_organization_exists_raises_when_list_fails(self):
         with requests_mock.Mocker() as m:
             m.get("http://test.com/organizations", text="bad", status_code=500)
             api = ApiClient(
@@ -156,7 +158,8 @@ def test_check_organization_exists_returns_false_when_list_fails(self):
                 create_run_automatically=False,
             )
 
-            self.assertFalse(api.check_organization_exists("missing"))
+            with self.assertRaises(requests.HTTPError):
+                api.check_organization_exists("missing")
 
     def test_create_organization_skips_when_name_exists(self):
         organization = OrganizationCreate(name="existing", description="desc")
@@ -267,7 +270,7 @@ def test_create_run_returns_none_on_unsuccessful_status(self):
             self.assertIsNone(api._create_run("experiment_id"))
             self.assertIsNone(api.run_id)
 
-    def test_list_experiments_from_project_returns_empty_list_on_error(self):
+    def test_list_experiments_from_project_raises_on_error(self):
         with requests_mock.Mocker() as m:
             m.get(
                 "http://test.com/projects/proj-1/experiments",
@@ -279,7 +282,8 @@ def test_list_experiments_from_project_returns_empty_list_on_error(self):
                 create_run_automatically=False,
             )
 
-            self.assertEqual(api.list_experiments_from_project("proj-1"), [])
+            with self.assertRaises(requests.HTTPError):
+                api.list_experiments_from_project("proj-1")
 
     def test_set_experiment_updates_value(self):
         api = ApiClient(endpoint_url="http://test.com", create_run_automatically=False)
@@ -288,7 +292,7 @@ def test_set_experiment_updates_value(self):
 
         self.assertEqual(api.experiment_id, "exp-2")
 
-    def test_add_experiment_returns_none_on_error(self):
+    def test_add_experiment_raises_on_error(self):
         experiment = ExperimentCreate(
             timestamp="2024-01-01T00:00:00+00:00",
             name="exp",
@@ -303,9 +307,10 @@ def test_add_experiment_returns_none_on_error(self):
                 create_run_automatically=False,
             )
 
-            self.assertIsNone(api.add_experiment(experiment))
+            with self.assertRaises(requests.HTTPError):
+                api.add_experiment(experiment)
 
-    def test_get_experiment_returns_none_on_error(self):
+    def test_get_experiment_raises_on_error(self):
         with requests_mock.Mocker() as m:
             m.get("http://test.com/experiments/exp-1", text="bad", status_code=404)
             api = ApiClient(
@@ -313,4 +318,5 @@ def test_get_experiment_returns_none_on_error(self):
                 create_run_automatically=False,
             )
 
-            self.assertIsNone(api.get_experiment("exp-1"))
+            with self.assertRaises(requests.HTTPError):
+                api.get_experiment("exp-1")
diff --git a/uv.lock b/uv.lock
index 1bc68ae4c..1128da961 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 1
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'win32'",
@@ -14,22 +14,51 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 
+[[package]]
+name = "alembic"
+version = "1.18.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mako" },
+    { name = "sqlalchemy" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions" },
+]
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@@ -429,6 +546,33 @@ dependencies = [
 ]
 
 [package.optional-dependencies]
+api = [
+    { name = "alembic" },
+    { name = "authlib" },
+    { name = "bcrypt" },
+    { name = "dependency-injector" },
+    { name = "fastapi" },
+    { name = "fastapi-oidc" },
+    { name = "fastapi-pagination" },
+    { name = "httpx" },
+    { name = "itsdangerous" },
+    { name = "mock" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "psutil" },
+    { name = "psycopg2-binary" },
+    { name = "pydantic", extra = ["email"] },
+    { name = "pyjwt" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "python-dateutil" },
+    { name = "rapidfuzz" },
+    { name = "requests" },
+    { name = "requests-mock" },
+    { name = "responses" },
+    { name = "sqlalchemy" },
+    { name = "uvicorn", extra = ["standard"] },
+]
 carbonboard = [
     { name = "dash" },
     { name = "dash-bootstrap-components" },
@@ -441,6 +585,34 @@ viz-legacy = [
 ]
 
 [package.dev-dependencies]
+api = [
+    { name = "alembic" },
+    { name = "authlib" },
+    { name = "bcrypt" },
+    { name = "dependency-injector" },
+    { name = "fastapi" },
+    { name = "fastapi-oidc" },
+    { name = "fastapi-pagination" },
+    { name = "httpx" },
+    { name = "itsdangerous" },
+    { name = "logfire", extra = ["fastapi"] },
+    { name = "mock" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "psutil" },
+    { name = "psycopg2-binary" },
+    { name = "pydantic", extra = ["email"] },
+    { name = "pyjwt" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "python-dateutil" },
+    { name = "rapidfuzz" },
+    { name = "requests" },
+    { name = "requests-mock" },
+    { name = "responses" },
+    { name = "sqlalchemy" },
+    { name = "uvicorn", extra = ["standard"] },
+]
 dev = [
     { name = "black" },
     { name = "bumpver" },
@@ -472,33 +644,84 @@ doc = [
 
 [package.metadata]
 requires-dist = [
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     { name = "arrow" },
     { name = "authlib", specifier = ">=1.2.1" },
+    { name = "authlib", marker = "extra == 'api'", specifier = ">=1.2.1" },
+    { name = "bcrypt", marker = "extra == 'api'", specifier = "<5.0.0" },
     { name = "click" },
     { name = "dash", marker = "extra == 'carbonboard'" },
     { name = "dash", marker = "extra == 'viz-legacy'" },
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     { name = "dash-bootstrap-components", marker = "extra == 'viz-legacy'", specifier = ">1.0.0" },
+    { name = "dependency-injector", marker = "extra == 'api'", specifier = "<5.0.0" },
+    { name = "fastapi", marker = "extra == 'api'", specifier = "<1.0.0" },
+    { name = "fastapi-oidc", marker = "python_full_version >= '3.10' and extra == 'api'" },
+    { name = "fastapi-pagination", marker = "extra == 'api'", specifier = "<1.0.0" },
     { name = "fire", marker = "extra == 'carbonboard'" },
     { name = "fire", marker = "extra == 'viz-legacy'" },
+    { name = "httpx", marker = "extra == 'api'" },
+    { name = "itsdangerous", marker = "extra == 'api'" },
     { name = "joserfc", specifier = ">=1.0.0" },
+    { name = "mock", marker = "extra == 'api'" },
+    { name = "numpy", marker = "extra == 'api'" },
     { name = "nvidia-ml-py" },
     { name = "pandas", marker = "python_full_version < '3.14'" },
     { name = "pandas", marker = "python_full_version >= '3.14'", specifier = ">=2.3.3" },
     { name = "prometheus-client" },
     { name = "psutil", specifier = ">=6.0.0" },
+    { name = "psutil", marker = "extra == 'api'" },
+    { name = "psycopg2-binary", marker = "extra == 'api'", specifier = "<3.0.0" },
     { name = "py-cpuinfo" },
     { name = "pycountry" },
     { name = "pydantic", specifier = ">=2.0.0,<3.0.0" },
+    { name = "pydantic", extras = ["email"], marker = "extra == 'api'", specifier = ">=2.0.0,<3.0.0" },
+    { name = "pyjwt", marker = "extra == 'api'" },
+    { name = "pytest", marker = "extra == 'api'" },
+    { name = "pytest-asyncio", marker = "extra == 'api'" },
+    { name = "python-dateutil", marker = "extra == 'api'", specifier = "<3.0.0" },
     { name = "questionary" },
     { name = "rapidfuzz" },
+    { name = "rapidfuzz", marker = "extra == 'api'" },
     { name = "requests" },
+    { name = "requests", marker = "extra == 'api'", specifier = "<3.0.0" },
+    { name = "requests-mock", marker = "extra == 'api'" },
+    { name = "responses", marker = "extra == 'api'" },
     { name = "rich" },
+    { name = "sqlalchemy", marker = "extra == 'api'", specifier = "<2.0.0" },
     { name = "typer" },
+    { name = "uvicorn", extras = ["standard"], marker = "extra == 'api'", specifier = "<1.0.0" },
 ]
-provides-extras = ["carbonboard", "viz-legacy"]
+provides-extras = ["carbonboard", "viz-legacy", "api"]
 
 [package.metadata.requires-dev]
+api = [
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+    { name = "authlib", specifier = ">=1.2.1" },
+    { name = "bcrypt", specifier = "<5.0.0" },
+    { name = "dependency-injector", specifier = "<5.0.0" },
+    { name = "fastapi", specifier = "<1.0.0" },
+    { name = "fastapi-oidc", marker = "python_full_version >= '3.10'" },
+    { name = "fastapi-pagination", specifier = "<1.0.0" },
+    { name = "httpx" },
+    { name = "itsdangerous" },
+    { name = "logfire", extras = ["fastapi"], specifier = ">=1.0.1" },
+    { name = "mock" },
+    { name = "numpy" },
+    { name = "psutil" },
+    { name = "psycopg2-binary", specifier = "<3.0.0" },
+    { name = "pydantic", extras = ["email"], specifier = ">=2.0.0,<3.0.0" },
+    { name = "pyjwt" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "python-dateutil", specifier = "<3.0.0" },
+    { name = "rapidfuzz" },
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+    { name = "requests-mock" },
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+    { name = "sqlalchemy", specifier = "<2.0.0" },
+    { name = "uvicorn", extras = ["standard"], specifier = "<1.0.0" },
+]
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     { name = "bumpver" },
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 [[package]]
 name = "zipp"
 version = "4.1.0"
 source = { registry = "https://pypi.org/simple" }
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diff --git a/webapp/src/components/emissions-time-series.tsx b/webapp/src/components/emissions-time-series.tsx
index 4d5ad94ce..53dcb23c9 100644
--- a/webapp/src/components/emissions-time-series.tsx
+++ b/webapp/src/components/emissions-time-series.tsx
@@ -41,12 +41,6 @@ const chartConfig = {
     },
 } satisfies ChartConfig;
 
-type TimeSeriesTooltipPayload = Array<{
-    payload: {
-        ts: number;
-    };
-}>;
-
 export default function EmissionsTimeSeriesChart({
     isPublicView,
     runId,
@@ -239,22 +233,12 @@ export default function EmissionsTimeSeriesChart({
                                 content={
                                     <ChartTooltipContent
                                         className="w-[180px]"
-                                        labelFormatter={(_, payload) => {
-                                            const tooltipPayload = payload as
-                                                | TimeSeriesTooltipPayload
-                                                | undefined;
-                                            const point =
-                                                tooltipPayload?.[0]?.payload;
-
-                                            if (!point) {
-                                                return "";
-                                            }
-
-                                            return format(
-                                                new Date(point.ts),
+                                        labelFormatter={(value) =>
+                                            format(
+                                                new Date(value as number),
                                                 "MMM d, yyyy HH:mm:ss",
-                                            );
-                                        }}
+                                            )
+                                        }
                                     />
                                 }
                             />