diff --git a/pyiron_workflow/io.py b/pyiron_workflow/io.py
index c3c8dada..e5890884 100644
--- a/pyiron_workflow/io.py
+++ b/pyiron_workflow/io.py
@@ -9,6 +9,7 @@
 
 import contextlib
 from abc import ABC, abstractmethod
+from collections.abc import ItemsView, Iterator
 from typing import Any, Generic, TypeVar
 
 from pyiron_snippets.dotdict import DotDict
@@ -59,7 +60,7 @@ class IO(HasStateDisplay, Generic[OwnedType, OwnedConjugate], ABC):
 
     channel_dict: DotDict[str, OwnedType]
 
-    def __init__(self, *channels: OwnedType):
+    def __init__(self, *channels: OwnedType) -> None:
         self.__dict__["channel_dict"] = DotDict(
             {
                 channel.label: channel
@@ -74,11 +75,11 @@ def _channel_class(self) -> type[OwnedType]:
         pass
 
     @abstractmethod
-    def _assign_a_non_channel_value(self, channel: OwnedType, value) -> None:
+    def _assign_a_non_channel_value(self, channel: OwnedType, value: Any) -> None:
         """What to do when some non-channel value gets assigned to a channel"""
         pass
 
-    def __getattr__(self, item) -> OwnedType:
+    def __getattr__(self, item: str) -> OwnedType:
         try:
             return self.channel_dict[item]
         except KeyError as key_error:
@@ -88,7 +89,7 @@ def __getattr__(self, item) -> OwnedType:
                 f"nor in its channels ({self.labels})"
             ) from key_error
 
-    def __setattr__(self, key, value):
+    def __setattr__(self, key: str, value: Any) -> None:
         if key in self.channel_dict:
             self._assign_value_to_existing_channel(self.channel_dict[key], value)
         elif isinstance(value, self._channel_class):
@@ -104,16 +105,16 @@ def __setattr__(self, key, value):
                 f"attribute {key} got assigned {value} of type {type(value)}"
             )
 
-    def _assign_value_to_existing_channel(self, channel: OwnedType, value) -> None:
+    def _assign_value_to_existing_channel(self, channel: OwnedType, value: Any) -> None:
         if isinstance(value, HasChannel):
             channel.connect(value.channel)
         else:
             self._assign_a_non_channel_value(channel, value)
 
-    def __getitem__(self, item) -> OwnedType:
+    def __getitem__(self, item: str) -> OwnedType:
         return self.__getattr__(item)
 
-    def __setitem__(self, key, value):
+    def __setitem__(self, key: str, value: Any) -> None:
         self.__setattr__(key, value)
 
     @property
@@ -124,11 +125,11 @@ def connections(self) -> list[OwnedConjugate]:
         )
 
     @property
-    def connected(self):
+    def connected(self) -> bool:
         return any(c.connected for c in self)
 
     @property
-    def fully_connected(self):
+    def fully_connected(self) -> bool:
         return all(c.connected for c in self)
 
     def disconnect(self) -> list[tuple[OwnedType, OwnedConjugate]]:
@@ -145,34 +146,36 @@ def disconnect(self) -> list[tuple[OwnedType, OwnedConjugate]]:
         return destroyed_connections
 
     @property
-    def labels(self):
+    def labels(self) -> list[str]:
         return list(self.channel_dict.keys())
 
-    def items(self):
+    def items(self) -> ItemsView[str, OwnedType]:
         return self.channel_dict.items()
 
-    def __iter__(self):
+    def __iter__(self) -> Iterator[OwnedType]:
         return self.channel_dict.values().__iter__()
 
-    def __len__(self):
+    def __len__(self) -> int:
         return len(self.channel_dict)
 
     def __dir__(self):
-        return set(super().__dir__() + self.labels)
+        return list(set(super().__dir__() + self.labels))
 
-    def __str__(self):
+    def __str__(self) -> str:
         return f"{self.__class__.__name__} {self.labels}"
 
-    def __getstate__(self):
+    def __getstate__(self) -> dict[str, Any]:
         # Compatibility with python <3.11
         return dict(self.__dict__)
 
-    def __setstate__(self, state):
+    def __setstate__(self, state: dict[str, Any]) -> None:
         # Because we override getattr, we need to use __dict__ assignment directly in
         # __setstate__ the same way we need it in __init__
         self.__dict__["channel_dict"] = state["channel_dict"]
 
-    def display_state(self, state=None, ignore_private=True):
+    def display_state(
+        self, state: dict[str, Any] | None = None, ignore_private: bool = True
+    ) -> dict[str, Any]:
         state = dict(self.__getstate__()) if state is None else state
         for k, v in state["channel_dict"].items():
             state[k] = v
@@ -192,15 +195,15 @@ class DataIO(IO[DataChannel, DataChannel], ABC):
     def _assign_a_non_channel_value(self, channel: DataChannel, value) -> None:
         channel.value = value
 
-    def to_value_dict(self):
+    def to_value_dict(self) -> dict[str, Any]:
         return {label: channel.value for label, channel in self.channel_dict.items()}
 
-    def to_list(self):
+    def to_list(self) -> list[Any]:
         """A list of channel values (order not guaranteed)"""
         return [channel.value for channel in self.channel_dict.values()]
 
     @property
-    def ready(self):
+    def ready(self) -> bool:
         return all(c.ready for c in self)
 
     def activate_strict_hints(self):
@@ -215,19 +218,29 @@ class Inputs(InputsIO, DataIO):
     def _channel_class(self) -> type[InputData]:
         return InputData
 
-    def fetch(self):
+    def fetch(self) -> None:
         for c in self:
             c.fetch()
 
 
-class Outputs(OutputsIO, DataIO):
+OutputDataType = TypeVar("OutputDataType", bound=OutputData)
+
+
+class GenericOutputs(OutputsIO, DataIO, Generic[OutputDataType], ABC):
+    @property
+    @abstractmethod
+    def _channel_class(self) -> type[OutputDataType]:
+        pass
+
+
+class Outputs(GenericOutputs[OutputData]):
     @property
     def _channel_class(self) -> type[OutputData]:
         return OutputData
 
 
 class SignalIO(IO[SignalChannel, SignalChannel], ABC):
-    def _assign_a_non_channel_value(self, channel: SignalChannel, value) -> None:
+    def _assign_a_non_channel_value(self, channel: SignalChannel, value: Any) -> None:
         raise TypeError(
             f"Tried to assign {value} ({type(value)} to the {channel.full_label}, "
             f"which is already a {type(channel)}. Only other signal channels may be "
@@ -265,9 +278,9 @@ class Signals(HasStateDisplay):
         output (OutputSignals): An empty input signals IO container.
     """
 
-    def __init__(self):
-        self.input = InputSignals()
-        self.output = OutputSignals()
+    def __init__(self) -> None:
+        self.input: InputSignals = InputSignals()
+        self.output: OutputSignals = OutputSignals()
 
     def disconnect(self) -> list[tuple[SignalChannel, SignalChannel]]:
         """
@@ -283,18 +296,21 @@ def disconnect_run(self) -> list[tuple[InputSignal, OutputSignal]]:
         return self.input.disconnect_run()
 
     @property
-    def connected(self):
+    def connected(self) -> bool:
         return self.input.connected or self.output.connected
 
     @property
-    def fully_connected(self):
+    def fully_connected(self) -> bool:
         return self.input.fully_connected and self.output.fully_connected
 
-    def __str__(self):
+    def __str__(self) -> str:
         return f"{str(self.input)}\n{str(self.output)}"
 
 
-class HasIO(HasStateDisplay, HasLabel, HasRun, ABC):
+OutputsType = TypeVar("OutputsType", bound=GenericOutputs)
+
+
+class HasIO(HasStateDisplay, HasLabel, HasRun, Generic[OutputsType], ABC):
     """
     A mixin for classes that provide data and signal IO.
 
@@ -303,7 +319,7 @@ class HasIO(HasStateDisplay, HasLabel, HasRun, ABC):
     interface.
     """
 
-    def __init__(self, *args, **kwargs):
+    def __init__(self, *args, **kwargs) -> None:
         super().__init__(*args, **kwargs)
         self._signals = Signals()
         self._signals.input.run = InputSignal("run", self, self.run)
@@ -329,7 +345,7 @@ def data_input_locked(self) -> bool:
 
     @property
     @abstractmethod
-    def outputs(self) -> Outputs:
+    def outputs(self) -> OutputsType:
         pass
 
     @property
@@ -362,17 +378,17 @@ def disconnect(self) -> list[tuple[Channel, Channel]]:
         destroyed_connections.extend(self.signals.disconnect())
         return destroyed_connections
 
-    def activate_strict_hints(self):
+    def activate_strict_hints(self) -> None:
         """Enable type hint checks for all data IO"""
         self.inputs.activate_strict_hints()
         self.outputs.activate_strict_hints()
 
-    def deactivate_strict_hints(self):
+    def deactivate_strict_hints(self) -> None:
         """Disable type hint checks for all data IO"""
         self.inputs.deactivate_strict_hints()
         self.outputs.deactivate_strict_hints()
 
-    def _connect_output_signal(self, signal: OutputSignal):
+    def _connect_output_signal(self, signal: OutputSignal) -> None:
         self.signals.input.run.connect(signal)
 
     def __rshift__(self, other: InputSignal | HasIO) -> InputSignal | HasIO:
@@ -382,10 +398,12 @@ def __rshift__(self, other: InputSignal | HasIO) -> InputSignal | HasIO:
         other._connect_output_signal(self.signals.output.ran)
         return other
 
-    def _connect_accumulating_input_signal(self, signal: AccumulatingInputSignal):
+    def _connect_accumulating_input_signal(
+        self, signal: AccumulatingInputSignal
+    ) -> None:
         self.signals.output.ran.connect(signal)
 
-    def __lshift__(self, others):
+    def __lshift__(self, others: tuple[OutputSignal | HasIO, ...]):
         """
         Connect one or more `ran` signals to `accumulate_and_run` signals like:
         `this << some_object, another_object, or_by_channel.signals.output.ran`
diff --git a/pyiron_workflow/mixin/display_state.py b/pyiron_workflow/mixin/display_state.py
index 48309e21..fb9856a8 100644
--- a/pyiron_workflow/mixin/display_state.py
+++ b/pyiron_workflow/mixin/display_state.py
@@ -4,6 +4,7 @@
 
 from abc import ABC
 from json import dumps
+from typing import Any
 
 from pyiron_workflow.mixin.has_interface_mixins import UsesState
 
@@ -24,7 +25,7 @@ class HasStateDisplay(UsesState, ABC):
 
     def display_state(
         self, state: dict | None = None, ignore_private: bool = True
-    ) -> dict:
+    ) -> dict[str, Any]:
         """
         A dictionary of JSON-compatible objects based on the object state (plus
         whatever modifications to the state the class designer has chosen to make).
diff --git a/pyiron_workflow/mixin/injection.py b/pyiron_workflow/mixin/injection.py
index a0cf13e4..2bbf4e48 100644
--- a/pyiron_workflow/mixin/injection.py
+++ b/pyiron_workflow/mixin/injection.py
@@ -8,11 +8,10 @@
 
 from __future__ import annotations
 
-from abc import ABC, abstractmethod
 from typing import TYPE_CHECKING, Any
 
 from pyiron_workflow.channels import NOT_DATA, OutputData
-from pyiron_workflow.io import HasIO, Outputs
+from pyiron_workflow.io import GenericOutputs
 from pyiron_workflow.mixin.has_interface_mixins import HasChannel
 
 if TYPE_CHECKING:
@@ -275,14 +274,7 @@ def __round__(self):
         return self._node_injection(Round)
 
 
-class OutputsWithInjection(Outputs):
+class OutputsWithInjection(GenericOutputs[OutputDataWithInjection]):
     @property
     def _channel_class(self) -> type[OutputDataWithInjection]:
         return OutputDataWithInjection
-
-
-class HasIOWithInjection(HasIO, ABC):
-    @property
-    @abstractmethod
-    def outputs(self) -> OutputsWithInjection:
-        pass
diff --git a/pyiron_workflow/mixin/run.py b/pyiron_workflow/mixin/run.py
index b7b11c7b..ac7aae86 100644
--- a/pyiron_workflow/mixin/run.py
+++ b/pyiron_workflow/mixin/run.py
@@ -74,7 +74,7 @@ def run_args(self) -> tuple[tuple, dict]:
         Any data needed for :meth:`on_run`, will be passed as (*args, **kwargs).
         """
 
-    def process_run_result(self, run_output):
+    def process_run_result(self, run_output: Any) -> Any:
         """
         What to _do_ with the results of :meth:`on_run` once you have them.
 
@@ -165,7 +165,9 @@ def _none_to_dict(inp: dict | None) -> dict:
             **run_kwargs,
         )
 
-    def _before_run(self, /, check_readiness, **kwargs) -> tuple[bool, Any]:
+    def _before_run(
+        self, /, check_readiness: bool, *args, **kwargs
+    ) -> tuple[bool, Any]:
         """
         Things to do _before_ running.
 
@@ -194,6 +196,7 @@ def _run(
         run_exception_kwargs: dict,
         run_finally_kwargs: dict,
         finish_run_kwargs: dict,
+        *args,
         **kwargs,
     ) -> Any | tuple | Future:
         """
@@ -254,7 +257,7 @@ def _run(
             )
             return self.future
 
-    def _run_exception(self, /, **kwargs):
+    def _run_exception(self, /, *args, **kwargs):
         """
         What to do if an exception is encountered inside :meth:`_run` or
         :meth:`_finish_run.
@@ -262,7 +265,7 @@ def _run_exception(self, /, **kwargs):
         self.running = False
         self.failed = True
 
-    def _run_finally(self, /, **kwargs):
+    def _run_finally(self, /, *args, **kwargs):
         """
         What to do after :meth:`_finish_run` (whether an exception is encountered or
         not), or in :meth:`_run` after an exception is encountered.
diff --git a/pyiron_workflow/mixin/single_output.py b/pyiron_workflow/mixin/single_output.py
index 948a36bb..1e6dacfc 100644
--- a/pyiron_workflow/mixin/single_output.py
+++ b/pyiron_workflow/mixin/single_output.py
@@ -7,7 +7,8 @@
 
 from abc import ABC, abstractmethod
 
-from pyiron_workflow.mixin.has_interface_mixins import HasGenericChannel, HasLabel
+from pyiron_workflow.io import HasIO
+from pyiron_workflow.mixin.has_interface_mixins import HasGenericChannel
 from pyiron_workflow.mixin.injection import (
     OutputDataWithInjection,
     OutputsWithInjection,
@@ -18,7 +19,9 @@ class AmbiguousOutputError(ValueError):
     """Raised when searching for exactly one output, but multiple are found."""
 
 
-class ExploitsSingleOutput(HasLabel, HasGenericChannel[OutputDataWithInjection], ABC):
+class ExploitsSingleOutput(
+    HasIO[OutputsWithInjection], HasGenericChannel[OutputDataWithInjection], ABC
+):
     @property
     @abstractmethod
     def outputs(self) -> OutputsWithInjection:
diff --git a/pyiron_workflow/node.py b/pyiron_workflow/node.py
index ead473f7..27c033e0 100644
--- a/pyiron_workflow/node.py
+++ b/pyiron_workflow/node.py
@@ -19,7 +19,6 @@
 
 from pyiron_workflow.draw import Node as GraphvizNode
 from pyiron_workflow.logging import logger
-from pyiron_workflow.mixin.injection import HasIOWithInjection
 from pyiron_workflow.mixin.run import ReadinessError, Runnable
 from pyiron_workflow.mixin.semantics import Semantic
 from pyiron_workflow.mixin.single_output import ExploitsSingleOutput
@@ -40,7 +39,6 @@
 
 
 class Node(
-    HasIOWithInjection,
     Semantic["Composite"],
     Runnable,
     ExploitsSingleOutput,
@@ -179,8 +177,9 @@ class Node(
         inputs (pyiron_workflow.io.Inputs): **Abstract.** Children must define
             a property returning an :class:`Inputs` object.
         label (str): A name for the node.
-        outputs (pyiron_workflow.io.Outputs): **Abstract.** Children must define
-            a property returning an :class:`Outputs` object.
+        outputs (pyiron_workflow.mixin.injection.OutputsWithInjection): **Abstract.**
+            Children must define a property returning an :class:`OutputsWithInjection`
+            object.
         parent (pyiron_workflow.composite.Composite | None): The parent object
             owning this, if any.
         ready (bool): Whether the inputs are all ready and the node is neither
@@ -305,7 +304,9 @@ def __init__(
         self._do_clean: bool = False  # Power-user override for cleaning up temporary
         # serialized results and empty directories (or not).
         self._cached_inputs = None
-        self._user_data = {}  # A place for power-users to bypass node-injection
+
+        self._user_data: dict[str, Any] = {}
+        # A place for power-users to bypass node-injection
 
         self._setup_node()
         self._after_node_setup(
@@ -630,7 +631,7 @@ def run_data_tree(self, run_parent_trees_too=False) -> None:
 
         try:
             parent_starting_nodes = (
-                self.parent.starting_nodes if self.parent is not None else None
+                self.parent.starting_nodes if self.parent is not None else []
             )  # We need these for state recovery later, even if we crash
 
             if len(data_tree_starters) == 1 and data_tree_starters[0] is self:
diff --git a/pyiron_workflow/nodes/macro.py b/pyiron_workflow/nodes/macro.py
index 527bd5de..d7a3fe53 100644
--- a/pyiron_workflow/nodes/macro.py
+++ b/pyiron_workflow/nodes/macro.py
@@ -13,8 +13,9 @@
 
 from pyiron_snippets.factory import classfactory
 
-from pyiron_workflow.io import Inputs, Outputs
+from pyiron_workflow.io import Inputs
 from pyiron_workflow.mixin.has_interface_mixins import HasChannel
+from pyiron_workflow.mixin.injection import OutputsWithInjection
 from pyiron_workflow.mixin.preview import ScrapesIO
 from pyiron_workflow.nodes.composite import Composite
 from pyiron_workflow.nodes.multiple_distpatch import dispatch_output_labels
@@ -342,7 +343,7 @@ def inputs(self) -> Inputs:
         return self._inputs
 
     @property
-    def outputs(self) -> Outputs:
+    def outputs(self) -> OutputsWithInjection:
         return self._outputs
 
     def _parse_remotely_executed_self(self, other_self):
diff --git a/pyiron_workflow/nodes/transform.py b/pyiron_workflow/nodes/transform.py
index 8852b426..3ae3218b 100644
--- a/pyiron_workflow/nodes/transform.py
+++ b/pyiron_workflow/nodes/transform.py
@@ -40,10 +40,6 @@ class FromManyInputs(Transformer, ABC):
     # Inputs convert to `run_args` as a value dictionary
     # This must be commensurate with the internal expectations of _on_run
 
-    @abstractmethod
-    def _on_run(self, **inputs_to_value_dict) -> Any:
-        """Must take inputs kwargs"""
-
     @property
     def _run_args(self) -> tuple[tuple, dict]:
         return (), self.inputs.to_value_dict()
diff --git a/pyiron_workflow/storage.py b/pyiron_workflow/storage.py
index 679f8151..dcdb626c 100644
--- a/pyiron_workflow/storage.py
+++ b/pyiron_workflow/storage.py
@@ -36,7 +36,7 @@ class StorageInterface(ABC):
     """
 
     @abstractmethod
-    def _save(self, node: Node, filename: Path, /, **kwargs):
+    def _save(self, node: Node, filename: Path, /, *args, **kwargs):
         """
         Save a node to file.
 
@@ -48,7 +48,7 @@ def _save(self, node: Node, filename: Path, /, **kwargs):
         """
 
     @abstractmethod
-    def _load(self, filename: Path, /, **kwargs) -> Node:
+    def _load(self, filename: Path, /, *args, **kwargs) -> Node:
         """
         Instantiate a node from file.
 
@@ -61,7 +61,7 @@ def _load(self, filename: Path, /, **kwargs) -> Node:
         """
 
     @abstractmethod
-    def _has_saved_content(self, filename: Path, /, **kwargs) -> bool:
+    def _has_saved_content(self, filename: Path, /, *args, **kwargs) -> bool:
         """
         Check for a save file matching this storage interface.
 
@@ -74,7 +74,7 @@ def _has_saved_content(self, filename: Path, /, **kwargs) -> bool:
         """
 
     @abstractmethod
-    def _delete(self, filename: Path, /, **kwargs):
+    def _delete(self, filename: Path, /, *args, **kwargs):
         """
         Remove an existing save-file for this backend.
 
@@ -132,7 +132,7 @@ def has_saved_content(
         node: Node | None = None,
         filename: str | Path | None = None,
         **kwargs,
-    ):
+    ) -> bool:
         """
         Check if a file has contents related to a node.
 
@@ -168,7 +168,9 @@ def delete(
         if filename.parent.exists() and not any(filename.parent.iterdir()):
             filename.parent.rmdir()
 
-    def _parse_filename(self, node: Node | None, filename: str | Path | None = None):
+    def _parse_filename(
+        self, node: Node | None, filename: str | Path | None = None
+    ) -> Path:
         """
         Make sure the node xor filename was provided, and if it's the node, convert it
         into a canonical filename by exploiting the node's semantic path.
@@ -195,6 +197,11 @@ def _parse_filename(self, node: Node | None, filename: str | Path | None = None)
                 f"Both the node ({node.full_label}) and filename ({filename}) were "
                 f"specified for loading -- please only specify one or the other."
             )
+        else:
+            raise AssertionError(
+                "This is an unreachable state -- we have covered all four cases of the "
+                "boolean `is (not) None` square."
+            )
 
 
 class PickleStorage(StorageInterface):
@@ -204,11 +211,11 @@ class PickleStorage(StorageInterface):
     def __init__(self, cloudpickle_fallback: bool = True):
         self.cloudpickle_fallback = cloudpickle_fallback
 
-    def _fallback(self, cpf: bool | None):
+    def _fallback(self, cpf: bool | None) -> bool:
         return self.cloudpickle_fallback if cpf is None else cpf
 
     def _save(
-        self, node: Node, filename: Path, cloudpickle_fallback: bool | None = None
+        self, node: Node, filename: Path, /, cloudpickle_fallback: bool | None = None
     ):
         if not self._fallback(cloudpickle_fallback) and not node.import_ready:
             raise TypeNotFoundError(
@@ -236,19 +243,22 @@ def _save(
         if e is not None:
             raise e
 
-    def _load(self, filename: Path, cloudpickle_fallback: bool | None = None) -> Node:
+    def _load(
+        self, filename: Path, /, cloudpickle_fallback: bool | None = None
+    ) -> Node:
         attacks = [(self._PICKLE, pickle.load)]
         if self._fallback(cloudpickle_fallback):
             attacks += [(self._CLOUDPICKLE, cloudpickle.load)]
 
         for suffix, load_method in attacks:
             p = filename.with_suffix(suffix)
-            if p.exists():
+            if p.is_file():
                 with open(p, "rb") as filehandle:
                     inst = load_method(filehandle)
                 return inst
+        raise FileNotFoundError(f"Could not load {filename}, no such file found.")
 
-    def _delete(self, filename: Path, cloudpickle_fallback: bool | None = None):
+    def _delete(self, filename: Path, /, cloudpickle_fallback: bool | None = None):
         suffixes = (
             [self._PICKLE, self._CLOUDPICKLE]
             if self._fallback(cloudpickle_fallback)
@@ -258,7 +268,7 @@ def _delete(self, filename: Path, cloudpickle_fallback: bool | None = None):
             filename.with_suffix(suffix).unlink(missing_ok=True)
 
     def _has_saved_content(
-        self, filename: Path, cloudpickle_fallback: bool | None = None
+        self, filename: Path, /, cloudpickle_fallback: bool | None = None
     ) -> bool:
         suffixes = (
             [self._PICKLE, self._CLOUDPICKLE]
diff --git a/pyiron_workflow/workflow.py b/pyiron_workflow/workflow.py
index 8a5ddb29..8b0a707b 100644
--- a/pyiron_workflow/workflow.py
+++ b/pyiron_workflow/workflow.py
@@ -10,7 +10,8 @@
 
 from bidict import bidict
 
-from pyiron_workflow.io import Inputs, Outputs
+from pyiron_workflow.io import Inputs
+from pyiron_workflow.mixin.injection import OutputsWithInjection
 from pyiron_workflow.nodes.composite import Composite
 
 if TYPE_CHECKING:
@@ -25,6 +26,12 @@ class ParentMostError(TypeError):
     """
 
 
+class NoArgsError(TypeError):
+    """
+    To be raised when *args can't be processed but are received
+    """
+
+
 class Workflow(Composite):
     """
     Workflows are a dynamic composite node -- i.e. they hold and run a collection of
@@ -224,7 +231,7 @@ def __init__(
         self.outputs_map = outputs_map
         self._inputs = None
         self._outputs = None
-        self.automate_execution = automate_execution
+        self.automate_execution: bool = automate_execution
 
         super().__init__(
             *nodes,
@@ -294,7 +301,7 @@ def _build_inputs(self):
         return self._build_io("inputs", self.inputs_map)
 
     @property
-    def outputs(self) -> Outputs:
+    def outputs(self) -> OutputsWithInjection:
         return self._build_outputs()
 
     def _build_outputs(self):
@@ -304,7 +311,7 @@ def _build_io(
         self,
         i_or_o: Literal["inputs", "outputs"],
         key_map: dict[str, str | None] | None,
-    ) -> Inputs | Outputs:
+    ) -> Inputs | OutputsWithInjection:
         """
         Build an IO panel for exposing child node IO to the outside world at the level
         of the composite node's IO.
@@ -320,10 +327,10 @@ def _build_io(
                 (which normally would be exposed) by providing a string-None map.
 
         Returns:
-            (Inputs|Outputs): The populated panel.
+            (Inputs|OutputsWithInjection): The populated panel.
         """
         key_map = {} if key_map is None else key_map
-        io = Inputs() if i_or_o == "inputs" else Outputs()
+        io = Inputs() if i_or_o == "inputs" else OutputsWithInjection()
         for node in self.children.values():
             panel = getattr(node, i_or_o)
             for channel in panel:
@@ -360,12 +367,18 @@ def _before_run(
 
     def run(
         self,
+        *args,
         check_readiness: bool = True,
         **kwargs,
     ):
         # Note: Workflows may have neither parents nor siblings, so we don't need to
         # worry about running their data trees first, fetching their input, nor firing
         # their `ran` signal, hence the change in signature from Node.run
+        if len(args) > 0:
+            raise NoArgsError(
+                f"{self.__class__} does not know how to process *args on run, but "
+                f"received {args}"
+            )
 
         return super().run(
             run_data_tree=False,
diff --git a/tests/unit/test_io.py b/tests/unit/test_io.py
index 00586444..3f9cb193 100644
--- a/tests/unit/test_io.py
+++ b/tests/unit/test_io.py
@@ -17,7 +17,7 @@
 )
 
 
-class Dummy(HasIO):
+class Dummy(HasIO[Outputs]):
     def __init__(self, label: str | None = "has_io"):
         super().__init__()
         self._label = label
diff --git a/tests/unit/test_workflow.py b/tests/unit/test_workflow.py
index f19032b7..bb7fd5c0 100644
--- a/tests/unit/test_workflow.py
+++ b/tests/unit/test_workflow.py
@@ -10,7 +10,7 @@
 from pyiron_workflow._tests import ensure_tests_in_python_path
 from pyiron_workflow.channels import NOT_DATA
 from pyiron_workflow.storage import TypeNotFoundError, available_backends
-from pyiron_workflow.workflow import ParentMostError, Workflow
+from pyiron_workflow.workflow import NoArgsError, ParentMostError, Workflow
 
 ensure_tests_in_python_path()
 
@@ -258,6 +258,12 @@ def sum_(a, b):
             return a + b
 
         wf.sum = sum_(wf.a, wf.b)
+        with self.assertRaises(
+            NoArgsError,
+            msg="Workflows don't know what to do with raw args, since their input "
+            "has no intrinsic order",
+        ):
+            wf.run(1, 2)
         wf.run()
         self.assertEqual(
             wf.a.outputs.y.value + wf.b.outputs.y.value,