diff --git a/pyproject.toml b/pyproject.toml
index 7b7bc8f..58fe779 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,9 +28,11 @@ dependencies = [
     # Nemotron-Personas locale support: the ``NATIVE`` mode is what lets
     # expression columns use the standard Jinja ``select`` / ``join``
     # filters (the older ``SECURE`` mode ships a narrow filter allowlist
-    # that excludes both). See ``cli/_pipeline.py`` for the opt-in. 0.9.4 is
-    # the first release that supports pandas 3 and allows cryptography 50.
-    "data-designer>=0.9.4,<0.10",
+    # that excludes both). See ``cli/_pipeline.py`` for the opt-in. 0.9.5 is
+    # the first release that forwards ``tool_choice`` and merges a call's
+    # ``extra_body`` over the model's configured one, which
+    # ``engine/core/llm.py`` relies on.
+    "data-designer>=0.9.5,<0.10",
     # Language detection for the language_compliance scorer. Pure Python,
     # MIT, accurate on short conversational text. Pinned to a major version
     # to keep CI deterministic -- bump deliberately.
@@ -126,7 +128,7 @@ trajectory-evaluator = "usersim.engine.plugin:trajectory_evaluator"
 [tool.uv]
 override-dependencies = [
     # Keep in sync with the ``dependencies`` pin above.
-    "data-designer>=0.9.4,<0.10",
+    "data-designer>=0.9.5,<0.10",
 ]
 
 [build-system]
diff --git a/src/usersim/engine/core/llm.py b/src/usersim/engine/core/llm.py
index 7a47b36..0371ad9 100644
--- a/src/usersim/engine/core/llm.py
+++ b/src/usersim/engine/core/llm.py
@@ -544,11 +544,12 @@ def _configured_extra_body(facade: Any) -> dict[str, Any]:
 def _request_kwargs(facade: Any, alias: str, kwargs: dict[str, Any]) -> dict[str, Any]:
     """``kwargs`` in the form Data Designer's facade passes on to the provider.
 
-    The facade drops arguments outside its request fields, and an ``extra_body``
-    given with a call replaces the model's configured one instead of merging
-    with it. So the reasoning settings travel inside ``extra_body``, on top of
-    the model's own, and each only where the model's config already sets it: a
-    model whose provider rejects one of them is never sent it.
+    The facade drops arguments outside its request fields, so the reasoning
+    settings travel inside ``extra_body``, which the facade merges key by key
+    over the model's configured one. Each is sent only where the model's config
+    already sets it: a model whose provider rejects one of them is never sent
+    it. The facade replaces a nested value rather than merging it, so a
+    dict-valued setting is merged with the configured value here.
     ``max_completion_tokens`` only appears on the retry its provider asked for,
     so it is always sent. Any other facade, such as a hosted run's, gets
     ``kwargs`` unchanged.
@@ -559,7 +560,7 @@ def _request_kwargs(facade: Any, alias: str, kwargs: dict[str, Any]) -> dict[str
     if not moved:
         return kwargs
     configured = _configured_extra_body(facade)
-    body = {**configured, **(kwargs.get("extra_body") or {})}
+    body = dict(kwargs.get("extra_body") or {})
     for key in _EXTRA_BODY_SETTINGS:
         if key not in kwargs:
             continue
diff --git a/tests/engine/core/test_llm.py b/tests/engine/core/test_llm.py
index 68705eb..6ae7d0f 100644
--- a/tests/engine/core/test_llm.py
+++ b/tests/engine/core/test_llm.py
@@ -17,11 +17,16 @@
 import ast
 from pathlib import Path
 from types import SimpleNamespace
+from typing import Any
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
+from data_designer.config.models import ChatCompletionInferenceParams, ModelConfig, ModelProvider
+from data_designer.engine.model_provider import resolve_model_provider_registry
 from data_designer.engine.models.clients.types import TransportKwargs
 from data_designer.engine.models.facade import _COMPLETION_REQUEST_FIELDS, ModelFacade
+from data_designer.engine.models.factory import create_model_registry
+from data_designer.engine.secret_resolver import PlaintextResolver
 
 import usersim
 from usersim.engine.core import llm, realized_audit
@@ -676,11 +681,13 @@ class TestSettingsDataDesignerWouldDrop:
     ``extra_body``."""
 
     async def test_a_setting_the_model_already_uses_is_sent_over_its_config(self) -> None:
+        """The call carries only the setting; the facade merges it over the rest
+        of the configured ``extra_body``."""
         facade = _data_designer_facade({"reasoning_effort": "high", "top_k": 20})
         await acall_llm({"judge_model": facade}, "judge_model", _HI, reasoning_effort="low")
         (call,) = facade.calls
         assert "reasoning_effort" not in call
-        assert call["extra_body"] == {"reasoning_effort": "low", "top_k": 20}
+        assert call["extra_body"] == {"reasoning_effort": "low"}
 
     async def test_a_setting_the_model_does_not_use_is_not_sent(self) -> None:
         """A provider can reject a setting outright, and the model config is the
@@ -719,10 +726,14 @@ async def acompletion(self, messages, **kwargs):
 
     def test_data_designer_builds_the_settings_into_the_request_body(self) -> None:
         """Through Data Designer's own request building, so an upstream change
-        to either step fails here instead of silently dropping the setting."""
-        configured = {"reasoning_effort": "high"}
+        to either step fails here instead of silently dropping the setting, the
+        rest of the configured ``extra_body``, or ``tool_choice``."""
+        configured = {"reasoning_effort": "high", "top_k": 20}
+        tools = [{"type": "function", "function": {"name": "commit_move", "parameters": {"type": "object"}}}]
         kwargs = llm._request_kwargs(
-            _data_designer_facade(configured), "judge_model", {"reasoning_effort": "low", "max_tokens": 100}
+            _data_designer_facade(configured),
+            "judge_model",
+            {"reasoning_effort": "low", "max_tokens": 100, "tools": tools, "tool_choice": "auto"},
         )
         owner = SimpleNamespace(
             _model_config=SimpleNamespace(
@@ -735,7 +746,9 @@ def test_data_designer_builds_the_settings_into_the_request_body(self) -> None:
         request = ModelFacade._build_chat_completion_request(owner, _HI, consolidated)
         body = TransportKwargs.from_request(request).body
         assert body["reasoning_effort"] == "low"
+        assert body["top_k"] == 20
         assert body["max_tokens"] == 100
+        assert body["tool_choice"] == "auto"
 
     def test_data_designer_still_drops_the_settings_routed_around_it(self) -> None:
         """If Data Designer starts forwarding one of these itself, it can be
@@ -744,6 +757,40 @@ def test_data_designer_still_drops_the_settings_routed_around_it(self) -> None:
         assert not forwarded, f"Data Designer now forwards {sorted(forwarded)}; stop routing them through extra_body."
 
 
+def _facade_built_by_data_designer(**inference_parameters: Any) -> ModelFacade:
+    """A facade from Data Designer's own registry. Nothing is sent until a call."""
+    model = ModelConfig(
+        alias="judge_model",
+        model="vendor/model",
+        provider="local",
+        inference_parameters=ChatCompletionInferenceParams(**inference_parameters),
+    )
+    registry = create_model_registry(
+        model_configs=[model],
+        secret_resolver=PlaintextResolver(),
+        model_provider_registry=resolve_model_provider_registry(
+            [ModelProvider(name="local", endpoint="http://127.0.0.1:9/v1")]
+        ),
+    )
+    return registry.get_model(model_alias="judge_model")
+
+
+class TestSettingsReadFromAFacadeDataDesignerBuilds:
+    """``_model_config`` is private to Data Designer, and a failed read of it
+    sends nothing rather than raising. These use a facade Data Designer builds,
+    not a stand-in, so a change to that attribute fails here."""
+
+    def test_a_reasoning_setting_the_model_config_sets_is_sent(self) -> None:
+        facade = _facade_built_by_data_designer(extra_body={"reasoning_effort": "high"})
+        assert llm._request_kwargs(facade, "judge_model", {"reasoning_effort": "low"}) == {
+            "extra_body": {"reasoning_effort": "low"}
+        }
+
+    def test_the_configured_token_budget_is_scaled(self) -> None:
+        facade = _facade_built_by_data_designer(max_tokens=1000)
+        assert llm.scaled_max_tokens(facade, 2.0) == {"max_tokens": 2000}
+
+
 def test_every_argument_passed_to_a_model_can_reach_it() -> None:
     """Data Designer drops keyword arguments outside its request fields without
     an error, so an argument added at a call site has to be one it forwards or
@@ -760,9 +807,6 @@ def test_every_argument_passed_to_a_model_can_reach_it() -> None:
             for keyword in node.keywords:
                 if keyword.arg is None or keyword.arg in reaches:
                     continue
-                # The default whenever tools are passed, so dropping it changes nothing.
-                if keyword.arg == "tool_choice" and getattr(keyword.value, "value", None) == "auto":
-                    continue
                 offenders.append(f"{path.relative_to(root)}:{node.lineno} {keyword.arg}")
     assert not offenders, f"these arguments never reach the model: {offenders}"
 
diff --git a/uv.lock b/uv.lock
index 65e3ed7..9b248da 100644
--- a/uv.lock
+++ b/uv.lock
@@ -15,7 +15,7 @@ resolution-markers = [
 ]
 
 [manifest]
-overrides = [{ name = "data-designer", specifier = ">=0.9.4,<0.10" }]
+overrides = [{ name = "data-designer", specifier = ">=0.9.5,<0.10" }]
 
 [[package]]
 name = "annotated-doc"
@@ -839,7 +839,7 @@ wheels = [
 
 [[package]]
 name = "data-designer"
-version = "0.9.4"
+version = "0.9.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "data-designer-config" },
@@ -859,18 +859,17 @@ dependencies = [
     { name = "rich" },
     { name = "typer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/69/bf/e8bc1781c19b7ec517f6380dd6729800dc8ce1fe39f5bd21b4932c4b71d1/data_designer-0.9.4.tar.gz", hash = "sha256:83624db3647e03f1f13a4a668244efae9f1360c92c1924f88b587c95ab886707", size = 241529, upload-time = "2026-10-05T17:58:32.091Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/28/6e/3643c727402315f4a7b6384e56cc24e9a6c6254b61dcf422f03b1f25ed6a/data_designer-0.9.5.tar.gz", hash = "sha256:d67dea7de6b21659f65eb6fe2b28d4b2ffae52ed408d5d83b59e2ee8f78aa8ff", size = 241965, upload-time = "2026-10-13T20:26:49.623Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5d/61/631d99f735455b70edf0a6f94853677dd62325f6406a689991ce11d6d4a8/data_designer-0.9.4-py3-none-any.whl", hash = "sha256:a0be1544673aa08290182b8b5600ad2a073bfe2e4ddd6b61ea87ff08983684ca", size = 159886, upload-time = "2026-10-05T17:58:30.913Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/62/e290a6ab3e271f7d44c3c13c7a9631590bdeaf92dcc7112690f6265400d1/data_designer-0.9.5-py3-none-any.whl", hash = "sha256:c1ffe0267d873e3de84433fdf1b044d198a65f2c1bff2464da6be83327268518", size = 160239, upload-time = "2026-10-13T20:26:48.248Z" },
 ]
 
 [[package]]
 name = "data-designer-config"
-version = "0.9.4"
+version = "0.9.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
-    { name = "idna" },
     { name = "jinja2" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "numpy", version = "2.4.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
@@ -884,23 +883,19 @@ dependencies = [
     { name = "pyyaml" },
     { name = "requests" },
     { name = "rich" },
-    { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f7/4e/d4d9e2f8cbd2e9e271c59ab2e53164e66c12c05d555ea0e69abed603f809/data_designer_config-0.9.4.tar.gz", hash = "sha256:898fc7aca946e44f8bee8db0b727f5b217f369db50d874452b5aef02a5587b0f", size = 152930, upload-time = "2026-10-05T17:58:25.358Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/83/63/bb140989c16184b8a21623679a2c1e61d49dc78b98984473ff579c68c607/data_designer_config-0.9.5.tar.gz", hash = "sha256:980d3ac13428be69d97f56eea552fcd4a5f47812499c25946d98534225cf526a", size = 152846, upload-time = "2026-10-13T20:26:41.22Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/7d/2f/345ff529de8f4ed3fa2656c0ce34d8d68a1469b2ed773c5837ce3f33fdac/data_designer_config-0.9.5-py3-none-any.whl", hash = "sha256:4e6b861d461bf7bf2a247f4c95c21eb502aca094e365aaf4671f9a7903730f43", size = 129907, upload-time = "2026-10-13T20:26:39.883Z" },
 ]
 
 [[package]]
 name = "data-designer-engine"
-version = "0.9.4"
+version = "0.9.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyascii" },
-    { name = "anyio" },
     { name = "asciichartpy" },
-    { name = "chardet" },
-    { name = "cryptography" },
     { name = "data-designer-config" },
     { name = "duckdb" },
     { name = "faker" },
@@ -923,20 +918,17 @@ dependencies = [
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     { name = "pyarrow" },
     { name = "pydantic" },
-    { name = "pyjwt", extra = ["crypto"] },
-    { name = "python-multipart" },
     { name = "rich" },
     { name = "ruff" },
     { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "sqlfluff" },
-    { name = "starlette" },
     { name = "tiktoken" },
     { name = "wcwidth" },
 ]
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 [[package]]
@@ -1180,11 +1172,11 @@ wheels = [
 
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+version = "2026.9.0"
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 [[package]]
@@ -4685,7 +4713,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "data-designer", specifier = ">=0.9.4,<0.10" },
+    { name = "data-designer", specifier = ">=0.9.5,<0.10" },
     { name = "filelock" },
     { name = "httpx" },
     { name = "huggingface-hub" },