diff --git a/iris/api/measurements.py b/iris/api/measurements.py
index e3cf8b6..1dcf345 100644
--- a/iris/api/measurements.py
+++ b/iris/api/measurements.py
@@ -80,7 +80,7 @@ def unfold_agent(
     for uuid, active_agent in active_agents.items():
         if parameters := active_agent.parameters:
             if tagged_agent.tag in parameters.tags:
-                agents.append(tagged_agent.copy(update={"tag": None, "uuid": uuid}))
+                agents.append(tagged_agent.model_copy(update={"tag": None, "uuid": uuid}))
     return agents
 
 
diff --git a/iris/commons/redis.py b/iris/commons/redis.py
index 71ad342..653f292 100644
--- a/iris/commons/redis.py
+++ b/iris/commons/redis.py
@@ -116,7 +116,7 @@ async def set_agent_parameters(
         self, uuid: str, parameters: AgentParameters
     ) -> None:
         self.logger.info("Setting agent parameters")
-        await self.set(agent_parameters_key(uuid), parameters.json())
+        await self.set(agent_parameters_key(uuid), parameters.model_dump_json())
 
     async def delete_agent_parameters(self, uuid: str) -> None:
         self.logger.info("Deleting agent parameters")
@@ -162,7 +162,7 @@ async def get_measurement_stats(
         self, measurement_uuid: str, agent_uuid: str
     ) -> ProbingStatistics | None:
         if state := await self.get(measurement_stats_key(measurement_uuid, agent_uuid)):
-            return ProbingStatistics.parse_raw(state)
+            return ProbingStatistics.model_validate_json(state)
         return None
 
     async def set_measurement_stats(
@@ -170,7 +170,7 @@ async def set_measurement_stats(
     ) -> None:
         self.logger.info("Setting measurement statistics")
         await self.set(
-            measurement_stats_key(measurement_uuid, agent_uuid), stats.json()
+            measurement_stats_key(measurement_uuid, agent_uuid), stats.model_dump_json()
         )
 
     async def delete_measurement_stats(
@@ -190,7 +190,7 @@ async def get_random_request(
         while True:
             if keys := await self.hkeys(agent_queue_key(uuid)):
                 value = await self.hget(agent_queue_key(uuid), random.choice(keys))
-                return MeasurementRoundRequest.parse_raw(value)
+                return MeasurementRoundRequest.model_validate_json(value)
             await asyncio.sleep(interval)
 
     async def get_requests(self, uuid: str
@@ -207,12 +207,12 @@ async def get_request(
     ) -> MeasurementRoundRequest | None:
         """Return the measurement request for the specified agent and measurement."""
         if value := await self.hget(agent_queue_key(agent_uuid), measurement_uuid):
-            return MeasurementRoundRequest.parse_raw(value)
+            return MeasurementRoundRequest.model_validate_json(value)
         return None
 
     async def set_request(self, uuid: str, request: MeasurementRoundRequest) -> None:
         """Set the measurement request for a specified agent and measurement."""
-        await self.hset(agent_queue_key(uuid), request.measurement_uuid, request.json())
+        await self.hset(agent_queue_key(uuid), request.measurement_uuid, request.model_dump_json())
 
     async def delete_request(self, measurement_uuid: str, agent_uuid: str) -> None:
         """Delete the measurement request for a specified agent and measurement."""
diff --git a/poetry.lock b/poetry.lock
index b844bfe..38b290c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -64,131 +64,130 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.5"
+version = "3.14.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
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 [package.dependencies]
@@ -199,6 +198,7 @@ attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
@@ -274,13 +274,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.10"
 files = [
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-    {file = "anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc"},
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 ]
 
 [package.dependencies]
@@ -607,13 +607,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.43.14"
-description = "Type annotations for boto3 1.43.14 generated with mypy-boto3-builder 8.12.0"
+version = "1.43.32"
+description = "Type annotations for boto3 1.43.32 generated with mypy-boto3-builder 8.12.0"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -627,7 +627,7 @@ account = ["mypy-boto3-account (>=1.43.0,<1.44.0)"]
 acm = ["mypy-boto3-acm (>=1.43.0,<1.44.0)"]
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 [package.dependencies]
@@ -1515,60 +1517,57 @@ toml = ["tomli"]
 
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 [package.extras]
@@ -2202,13 +2202,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.16"
+version = "3.18"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -3029,13 +3029,13 @@ re2 = ["google-re2 (>=1.1)"]
 
 [[package]]
 name = "platformdirs"
-version = "4.9.6"
+version = "4.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [[package]]
@@ -3654,13 +3654,13 @@ extra = ["pygments (>=2.19.1)"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.0"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -3742,13 +3742,13 @@ six = ">=1.5"
 
 [[package]]
 name = "python-discovery"
-version = "1.3.1"
+version = "1.4.2"
 description = "Python interpreter discovery"
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+    {file = "sqlalchemy-2.0.51-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b21f0e7efc7a5c509e953784e9d1575ebb8b4318960e7e7d7a93bb803626cf64"},
+    {file = "sqlalchemy-2.0.51-cp39-cp39-win32.whl", hash = "sha256:a42ad6afcbaaa777241e347aa2e29155993045a0d6b7db74da61053ffe875fe0"},
+    {file = "sqlalchemy-2.0.51-cp39-cp39-win_amd64.whl", hash = "sha256:2a97eaad21c84b4ef8010b11eeba9fe6153eb0b3df3ff8b6abc309df1b978ef7"},
+    {file = "sqlalchemy-2.0.51-py3-none-any.whl", hash = "sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5"},
+    {file = "sqlalchemy-2.0.51.tar.gz", hash = "sha256:804dccd8a4a6242c4e30ad961e540e18a588f6527202f2d6791b01845d59fdc9"},
 ]
 
 [package.dependencies]
@@ -4219,13 +4219,13 @@ SQLAlchemy = ">=2.0.0,<2.1.0"
 
 [[package]]
 name = "starlette"
-version = "0.49.3"
+version = "1.3.1"
 description = "The little ASGI library that shines."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "starlette-0.49.3-py3-none-any.whl", hash = "sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f"},
-    {file = "starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284"},
+    {file = "starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6"},
+    {file = "starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0"},
 ]
 
 [package.dependencies]
@@ -4233,7 +4233,7 @@ anyio = ">=3.6.2,<5"
 typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
 
 [package.extras]
-full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+full = ["httpx (>=0.27.0,<0.29.0)", "httpx2 (>=2.0.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
 
 [[package]]
 name = "starlette-exporter"
@@ -4323,24 +4323,23 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.67.3"
+version = "4.68.3"
 description = "Fast, Extensible Progress Meter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tqdm-4.67.3-py3-none-any.whl", hash = "sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf"},
-    {file = "tqdm-4.67.3.tar.gz", hash = "sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb"},
+    {file = "tqdm-4.68.3-py3-none-any.whl", hash = "sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03"},
+    {file = "tqdm-4.68.3.tar.gz", hash = "sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
-discord = ["requests"]
+discord = ["envwrap", "requests"]
 notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
+slack = ["envwrap", "slack-sdk"]
+telegram = ["envwrap", "requests"]
 
 [[package]]
 name = "types-aiofiles"
@@ -4355,13 +4354,13 @@ files = [
 
 [[package]]
 name = "types-awscrt"
-version = "0.33.0"
+version = "0.34.1"
 description = "Type annotations and code completion for awscrt"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types_awscrt-0.33.0-py3-none-any.whl", hash = "sha256:95adb57388e1cacc6e7e96fb7ddc735e60096a6151930640bdbe496d9400493a"},
-    {file = "types_awscrt-0.33.0.tar.gz", hash = "sha256:803bc7e7e2f6172a0abd71df6593368f82fc23127ca15d287f360e9fcbd3a977"},
+    {file = "types_awscrt-0.34.1-py3-none-any.whl", hash = "sha256:20c752b6031544d8f694803c35174aee129f1be5ddf886ae46d22f7ffd9b7d75"},
+    {file = "types_awscrt-0.34.1.tar.gz", hash = "sha256:559aa04250f6a419a617dfb788f3e10903aaf74700ef23e521b64a411b83b803"},
 ]
 
 [[package]]
@@ -4438,20 +4437,20 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "21.3.3"
+version = "21.5.1"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "virtualenv-21.3.3-py3-none-any.whl", hash = "sha256:7d5987d8369e098e41406efb780a3d4ca79280097293899e351a6407ee153ab3"},
-    {file = "virtualenv-21.3.3.tar.gz", hash = "sha256:f5bda277e553b1c2b3c1a8debfc30496e1288cc93ce6b7b71b3280047e317328"},
+    {file = "virtualenv-21.5.1-py3-none-any.whl", hash = "sha256:55aa670b67bbfb991b03fda39bd3276d92c419d702376e98c5df1c9989a26783"},
+    {file = "virtualenv-21.5.1.tar.gz", hash = "sha256:dca3bf98275a59c652b69d68e73433e597d977c2da9198882479d1a7188009c8"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = {version = ">=3.24.2,<4", markers = "python_version >= \"3.10\""}
 platformdirs = ">=3.9.1,<5"
-python-discovery = ">=1.3.1"
+python-discovery = ">=1.4.2"
 typing-extensions = {version = ">=4.13.2", markers = "python_version < \"3.11\""}
 
 [[package]]
@@ -4853,4 +4852,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "039242764fe54b2a651949777232319545792581b4e68a29f5c135584fdfa9af"
+content-hash = "48753975a6055400ac0970475b1c5182c271aa5460ef8b294f9236f03bd29fa8"
diff --git a/pyproject.toml b/pyproject.toml
index 17993dd..da290bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,7 +29,7 @@ bcrypt = "4.3.0"
 diamond-miner = "^1.1.3"
 dramatiq = {extras = ["redis", "watch"], version = "^1.13.0"}
 email-validator = "^2.0.0"
-fastapi = "^0.120.1"
+fastapi = "^0.137.2"
 fastapi-users = {extras = ["sqlalchemy"], version = "^15.0.4"}
 fastapi-users-db-sqlalchemy = "^7.0.0"
 gunicorn = "^23.0.0"
@@ -40,7 +40,7 @@ pych-client = {extras = ["orjson"], version = "^0.4.1"}
 pydantic = "^2.0.0"
 pydantic-settings = "^2.0.0"
 python-jose = {extras = ["cryptography"], version = "^3.3.0"}
-python-multipart = "^0.0.27"
+python-multipart = "^0.0.30"
 pytricia = "^1.0.2"
 SQLAlchemy = "^2.0.44"
 SQLAlchemy-Utils = ">=0.41.2"
diff --git a/tests/api/test_measurements.py b/tests/api/test_measurements.py
index f2c8935..8eb01d9 100644
--- a/tests/api/test_measurements.py
+++ b/tests/api/test_measurements.py
@@ -312,7 +312,7 @@ async def test_post_measurement_unknown_uuid(make_client, make_user):
         tags=[],
         agents=[MeasurementAgentCreate(uuid=str(uuid4()), target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 404)
     assert "No agent associated with UUID" in response.text
 
@@ -324,7 +324,7 @@ async def test_post_measurement_unknown_tag(make_client, make_user):
         tags=[],
         agents=[MeasurementAgentCreate(tag="unknown", target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 404)
     assert "No agents associated with tag" in response.text
 
@@ -336,7 +336,7 @@ async def test_post_measurement_public_tag_disallowed(make_client, make_user):
         tags=["visibility:public"],
         agents=[MeasurementAgentCreate(uuid=str(uuid4()), target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 403)
     assert "You cannot use public tag" in response.text
 
@@ -348,7 +348,7 @@ async def test_post_measurement_reserved_tag_disallowed(make_client, make_user):
         tags=["collection:test"],
         agents=[MeasurementAgentCreate(uuid=str(uuid4()), target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 403)
     assert "You cannot use reserved tags" in response.text
 
@@ -369,7 +369,7 @@ async def test_post_measurement_uuid(
         tool=Tool.DiamondMiner,
         agents=[MeasurementAgentCreate(uuid=agent_uuid, target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 201)
     result = cast_response(response, MeasurementReadWithAgents)
     assert result.state == MeasurementAgentState.Created
@@ -396,7 +396,7 @@ async def test_post_measurement_tag(
         tool=Tool.DiamondMiner,
         agents=[MeasurementAgentCreate(tag="tag1", target_file="targets.csv")],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 201)
     result = cast_response(response, MeasurementReadWithAgents)
     assert result.state == MeasurementAgentState.Created
@@ -423,6 +423,6 @@ async def test_post_measurement_duplicate(
             MeasurementAgentCreate(uuid=agent_uuid, target_file="targets.csv"),
         ],
     )
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     assert_status_code(response, 400)
     assert "Multiple assignment of key" in response.text
diff --git a/tests/api/test_status.py b/tests/api/test_status.py
index 8c0bcc5..6995e58 100644
--- a/tests/api/test_status.py
+++ b/tests/api/test_status.py
@@ -29,7 +29,7 @@ async def test_get_status(
         tool=Tool.DiamondMiner,
         agents=[MeasurementAgentCreate(uuid=agent_uuid, target_file="targets.csv")],
     )
-    client.post("/measurements/", content=body.json())
+    client.post("/measurements/", json=body.model_dump(mode="json"))
 
     # Check status
     status = cast_response(client.get("/status"), Status)
diff --git a/tests/conftest.py b/tests/conftest.py
index 3e9fa2d..e01f75a 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -61,14 +61,14 @@ def settings():
 def api_settings(settings):
     return APISettings(
         API_CORS_ALLOW_ORIGIN="https://example.org,http://localhost:8000",
-        **settings.dict(),
+        **settings.model_dump(),
     )
 
 
 @pytest.fixture
 def agent_settings(settings, tmp_path):
     return AgentSettings(
-        **settings.dict(),
+        **settings.model_dump(),
         AGENT_MIN_TTL=0,
         AGENT_RESULTS_DIR_PATH=tmp_path / "agent_results",
         AGENT_TARGETS_DIR_PATH=tmp_path / "agent_targets",
@@ -78,7 +78,7 @@ def agent_settings(settings, tmp_path):
 @pytest.fixture
 def worker_settings(settings, tmp_path):
     return WorkerSettings(
-        **settings.dict(),
+        **settings.model_dump(),
         WORKER_RESULTS_DIR_PATH=tmp_path / "worker_results",
         WORKER_MAX_OPEN_FILES=128,
     )
diff --git a/tests/e2e/test_e2e.py b/tests/e2e/test_e2e.py
index c87098a..3cdc692 100644
--- a/tests/e2e/test_e2e.py
+++ b/tests/e2e/test_e2e.py
@@ -54,7 +54,7 @@ async def test_e2e(
     await create_user_buckets(storage, user)
     await upload_target_file(storage, user, "targets.csv", ["1.0.0.0/24,icmp,8,32,6"])
 
-    response = client.post("/measurements/", content=body.json())
+    response = client.post("/measurements/", json=body.model_dump(mode="json"))
     measurement = cast_response(response, MeasurementReadWithAgents)
 
     # Emulate dramatiq and launch the watchers