diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5f2744f3..084d408e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -31,25 +31,6 @@ repos:
     hooks:
       - id: flake8
         language_version: python3.11
-  - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.14.1"
-    hooks:
-      - id: mypy
-        args: [--config-file, sentry_streams/mypy.ini, --strict]
-        additional_dependencies:
-          [
-            pytest==7.1.2,
-            types-requests,
-            responses,
-            click,
-            types-confluent-kafka,
-            "sentry-arroyo>=2.18.2",
-            types-pyYAML,
-            types-jsonschema,
-            "sentry-kafka-schemas>=1.2.0",
-            "polars==1.30.0",
-          ]
-        files: ^sentry_streams/.+
   - repo: https://github.com/pycqa/isort
     rev: 6.0.0
     hooks:
@@ -70,6 +51,12 @@ repos:
         # https://github.com/rust-lang/rustfmt/issues/4485
         entry: rustfmt --edition 2021
         files: ^sentry_streams/.*\.rs$
+      - id: mypy
+        name: mypy
+        entry: mypy
+        files: ^sentry_streams/.*\.py$
+        types: [python]
+        language: system
 
 default_language_version:
   python: python3.11
diff --git a/Makefile b/Makefile
index 2d24cd9b..662774f2 100644
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,10 @@ tests-integration:
 	./sentry_streams/.venv/bin/pytest -vv sentry_streams/integration_tests
 .PHONY: tests-integration
 
-test-rust-streams:
+test-rust-streams: tests-rust-streams
+.PHONY: test-rust-streams
+
+tests-rust-streams:
 	. sentry_streams/.venv/bin/activate && . scripts/rust-envvars && cd ./sentry_streams/ && cargo test
 .PHONY: tests-rust-streams
 
@@ -31,6 +34,8 @@ tests-flink:
 .PHONY: tests-flink
 
 typecheck:
+	. ./sentry_streams/.venv/bin/activate && cd ./sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/ && maturin develop
+	. ./sentry_streams/.venv/bin/activate && cd ./sentry_streams/tests/rust_test_functions/ && maturin develop
 	./sentry_streams/.venv/bin/mypy --config-file sentry_streams/mypy.ini --strict sentry_streams/
 	./sentry_flink/.venv/bin/mypy --config-file sentry_flink/mypy.ini --strict sentry_flink/sentry_flink/
 .PHONY: typecheck
diff --git a/rust-streams/src/lib.rs b/rust-streams/src/lib.rs
deleted file mode 100644
index b93cf3ff..00000000
--- a/rust-streams/src/lib.rs
+++ /dev/null
@@ -1,14 +0,0 @@
-pub fn add(left: u64, right: u64) -> u64 {
-    left + right
-}
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-
-    #[test]
-    fn it_works() {
-        let result = add(2, 2);
-        assert_eq!(result, 4);
-    }
-}
diff --git a/sentry_streams/Cargo.toml b/sentry_streams/Cargo.toml
index ed27a32b..d1e40d5c 100644
--- a/sentry_streams/Cargo.toml
+++ b/sentry_streams/Cargo.toml
@@ -19,7 +19,7 @@ log = "0.4.27"
 
 [lib]
 name = "rust_streams"
-crate-type = ["cdylib"]
+crate-type = ["cdylib", "rlib"]
 
 [features]
 extension-module = ["pyo3/extension-module"]
diff --git a/sentry_streams/docs/source/index.rst b/sentry_streams/docs/source/index.rst
index 73e97daa..08a0f19c 100644
--- a/sentry_streams/docs/source/index.rst
+++ b/sentry_streams/docs/source/index.rst
@@ -12,3 +12,4 @@
    configure_pipeline
    runtime/arroyo
    deployment
+   rust
diff --git a/sentry_streams/docs/source/rust.rst b/sentry_streams/docs/source/rust.rst
new file mode 100644
index 00000000..d1f3da56
--- /dev/null
+++ b/sentry_streams/docs/source/rust.rst
@@ -0,0 +1,199 @@
+Rust applications
+=================
+
+Hybrid applications
+-------------------
+
+PR: https://github.com/getsentry/streams/pull/177
+
+**User story:** I want to rewrite a pipeline step in getsentry monolith
+in Rust.
+
+Currently Rust-ification within the monolith is being done by adding new
+pyo3-based Python dependencies to getsentry’s requirements. We’ll go the
+same path, users can define pipeline steps using pyo3, but using our
+helper functions/”framework.”
+
+Here is how a function definition works:
+
+.. code:: rust
+
+   // mypackage/src/lib.rs
+   sentry_streams::rust_function!(
+       RustTransformMsg,
+       IngestMetric,
+       TransformedIngestMetric,
+       |msg: Message<IngestMetric>| -> TransformedIngestMetric {
+           let (payload, _) = msg.take();
+           TransformedIngestMetric {
+               metric_type: payload.metric_type,
+               name: payload.name,
+               value: payload.value,
+               tags: payload.tags,
+               timestamp: payload.timestamp,
+               transformed: true,
+           }
+       }
+   );
+
+This would be packaged up in a pyo3-based crate, and then can be
+referenced from the regular pipeline definition like this:
+
+.. code:: python
+
+   .apply(Map("transform", function=my_package.RustTransformMsg()))
+
+Message payloads
+~~~~~~~~~~~~~~~~
+
+``IngestMetric`` and ``TransformedIngestMetric`` types have to be
+defined by the user in both Rust and Python.
+
+.. code:: rust
+
+   // mypackage/src/lib.rs
+   #[derive(Serialize, Deserialize)
+   struct IngestMetric { ... }
+
+.. code:: python
+
+   class IngestMetric(TypedDict): ...
+
+The user has to write their own Python ``.pyi`` stub file to declare
+that ``RustTransformMsg`` takes ``IngestMetric`` and returns
+``TransformedIngestMetric``:
+
+.. code:: python
+
+   # mypackage/mypackage.pyi
+   class RustTransformMsg(RustFunction[IngestMetric, Any]):
+       def __init__(self) -> None: ...
+       def __call__(self, msg: Message[IngestMetric]) -> Any: ...
+
+Then, the user has to define how conversion works between these types.
+They can implement this function manually, or use a builtin conversion
+method provided by us. We currently only provide one builtin conversion
+by round-tripping via JSON:
+
+.. code:: rust
+
+   // mypackage/src/lib.rs
+   sentry_streams::convert_via_json!(IngestMetric);
+
+…and the same procedure has to be repeated for the output type
+``TransformedIngestMetric``.
+
+What happens at runtime
+~~~~~~~~~~~~~~~~~~~~~~~
+
+The ``rust_function`` macro currently just generates a simple Python
+function for the given Rust function. The GIL *is* released while the
+user’s Rust code is running, but there is still some GIL overhead when
+entering and exiting the function.
+
+In the future we can transparently optimize this without users having to
+change their applications. For example, batching function calls to
+amortize GIL overhead. We would then only hold the GIL while entering
+and exiting the batch.
+
+What we want to improve in the future
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+- improve performance of calling convention/reduce overhead
+
+  - take inspiration from
+    https://github.com/ealmloff/sledgehammer_bindgen
+
+- automatically generate type stubs for user’s Rust code — pyo3 does
+  have something like that, but it doesn’t work perfectly (exposes
+  internals of our Rust macro)
+- improve ergonomics of message types and their conversion, add protobuf
+  or msgpack as a way to roundtrip
+- each team at sentry would have to maintain a new python package for
+  their Rust functions, set up pyo3 and CI from scratch, etc. we can
+  streamline this.
+
+  - we already have: ``sentry_relay`` (relay integration), ``ophio``
+    (grouping engine), ``vroomrs`` (profiles), ``symbolic`` (stacktrace
+    processing)
+  - easiest: we provide a “monorepo” and “monopackage” where all rust
+    functions for getsentry go. we maintain CI for this monorepo.
+  - medium: repository template
+  - also, ideally this is aligned with devinfra’s “golden path” for
+    python devenv
+  - in practice some team will have to provide support for questions
+    about pyo3, since its entire API surface is exposed to product teams
+    (although we can templatize and abstract a lot)
+
+Pure-Rust pipelines
+-------------------
+
+A lot of the complexity mentioned above is only really necessary for
+when you want to mix Python and Rust code. For pure-Rust applications,
+we could do something entirely different:
+
+- The runner does not have to be started from Python at all. If we
+  started it from Rust, we would have a much easier time optimizing
+  function calls.
+- The pipeline definition does not have to be Python. We could have it
+  be YAML or even Rust as well.
+- Type stubs are not really necessary. We can easily validate that the
+  types match during startup, or if the pipeline definition is in Rust,
+  let the compiler do that job for us.
+
+Any of these will however split the ecosystem. I think we have plenty of
+ergonomic improvements we can make even for hybrid applications, that
+would benefit pure-Rust users as well. We should focus on those first.
+
+Meeting notes July 24, 2025
+===========================
+
+- a better pure-rust story
+
+  - we have too much boilerplate, and now especially for pure rust apps
+  - build a rust runner, and try to get rid of as much pyo3 junk as
+    possible
+
+    - reference: `The rust arroyo
+      runtime <https://www.notion.so/The-rust-arroyo-runtime-2228b10e4b5d806dbe9ccd4e70c93aa2?pvs=21>`__
+
+  - maybe hybrid will get better through this rearchitecture
+  - maybe denormalize Parse steps into Map (@Filippo Pacifici)
+
+  .. code:: rust
+
+
+     // mypackage/src/lib.rs as pyo3
+     use sentry_streams;
+
+     sentry_streams::rust_function!(...);
+
+     sentry_streams::main_function!();
+
+     // or, in bin target:
+     pub use sentry_streams::main;
+
+  .. code:: python
+
+
+     mypackage.run_streams()
+
+  concerns:
+
+  - user can freely downgrade/upgrade verison, since they “own” the
+    runtime (as they are statically linking it)
+  - ability to opt out of message conversion trait requirements
+
+- message type conversion
+
+  - boilerplate is an issue
+
+    - integration with existing schema repos, or copy schema-to-type
+      generation into streams for “inline schemas”
+
+  - better performance
+
+- better runtime semantics for rust functions
+
+  - map chains, but in rust?
+  - no multiprocessing!
diff --git a/sentry_streams/sentry_streams/adapters/arroyo/rust_arroyo.py b/sentry_streams/sentry_streams/adapters/arroyo/rust_arroyo.py
index 4d67514c..acdaba35 100644
--- a/sentry_streams/sentry_streams/adapters/arroyo/rust_arroyo.py
+++ b/sentry_streams/sentry_streams/adapters/arroyo/rust_arroyo.py
@@ -272,12 +272,13 @@ def filter(self, step: Filter[Any], stream: Route) -> Route:
             stream.source in self.__consumers
         ), f"Stream starting at source {stream.source} not found when adding a map"
 
-        def filter_msg(msg: Message[Any]) -> bool:
-            return step.resolved_function(msg)
-
         route = RustRoute(stream.source, stream.waypoints)
         logger.info(f"Adding filter: {step.name} to pipeline")
-        self.__consumers[stream.source].add_step(RuntimeOperator.Filter(route, filter_msg))
+
+        self.__consumers[stream.source].add_step(
+            RuntimeOperator.Filter(route, step.resolved_function)
+        )
+
         return stream
 
     def reduce(
diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/pipeline.py b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/pipeline.py
new file mode 100644
index 00000000..6ea55b45
--- /dev/null
+++ b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/pipeline.py
@@ -0,0 +1,43 @@
+"""
+Rust version of simple_map_filter.py example
+"""
+
+from sentry_kafka_schemas.schema_types.ingest_metrics_v1 import IngestMetric
+
+from sentry_streams.pipeline.pipeline import (
+    Filter,
+    Map,
+    Parser,
+    Serializer,
+    StreamSink,
+    streaming_source,
+)
+
+# Import the compiled Rust functions
+try:
+    from metrics_rust_transforms import RustFilterEvents, RustTransformMsg
+except ImportError as e:
+    raise ImportError(
+        "Rust extension 'metrics_rust_transforms' not found. "
+        "You must build it first:\n"
+        "  cd rust_transforms\n"
+        "  maturin develop\n"
+        f"Original error: {e}"
+    ) from e
+
+# Same pipeline structure as simple_map_filter.py, but with Rust functions
+# that will be called directly without Python overhead
+pipeline = streaming_source(
+    name="myinput",
+    stream_name="ingest-metrics",
+)
+
+(
+    pipeline.apply(Parser("parser", msg_type=IngestMetric))
+    # This filter will run in native Rust with zero Python overhead
+    .apply(Filter("filter", function=RustFilterEvents()))
+    # This transform will run in native Rust with zero Python overhead
+    .apply(Map("transform", function=RustTransformMsg()))
+    .apply(Serializer("serializer"))
+    .sink(StreamSink("mysink", stream_name="transformed-events"))
+)
diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.lock b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.lock
new file mode 100644
index 00000000..1077014d
--- /dev/null
+++ b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.lock
@@ -0,0 +1,2418 @@
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+
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diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.toml b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.toml
new file mode 100644
index 00000000..0befee44
--- /dev/null
+++ b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/Cargo.toml
@@ -0,0 +1,22 @@
+[package]
+name = "metrics_rust_transforms"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+name = "metrics_rust_transforms"
+crate-type = ["cdylib"]
+
+[dependencies]
+pyo3 = { version = "0.24" }
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+
+# In practice, users would depend on the published sentry_streams crate
+# which would re-export the macros
+# sentry_streams = "0.1"
+
+# For this example, we'll include the dependencies directly
+[dependencies.rust_streams]
+path = "../../../../"  # Point to the main rust_streams crate
+default-features = false  # Disable default features to avoid loading pyo3 a second time
diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/metrics_rust_transforms.pyi b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/metrics_rust_transforms.pyi
new file mode 100644
index 00000000..b8b0de12
--- /dev/null
+++ b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/metrics_rust_transforms.pyi
@@ -0,0 +1,23 @@
+"""
+Manually written type stubs for Rust functions. These type stubs are not used
+by the streaming runtime but are mainly there to maintain type safety within
+the pipeline definition.
+
+We hope that in a future version the runtime can generate those out of the rust
+macros.
+"""
+
+from typing import Any
+
+from sentry_kafka_schemas.schema_types.ingest_metrics_v1 import IngestMetric
+
+from sentry_streams.pipeline.message import Message
+from sentry_streams.pipeline.rust_function_protocol import RustFunction
+
+class RustFilterEvents(RustFunction[IngestMetric, bool]):
+    def __init__(self) -> None: ...
+    def __call__(self, msg: Message[IngestMetric]) -> bool: ...
+
+class RustTransformMsg(RustFunction[IngestMetric, Any]):
+    def __init__(self) -> None: ...
+    def __call__(self, msg: Message[IngestMetric]) -> Any: ...
diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/py.typed b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/py.typed
new file mode 100644
index 00000000..e69de29b
diff --git a/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/src/lib.rs b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/src/lib.rs
new file mode 100644
index 00000000..3c3ea552
--- /dev/null
+++ b/sentry_streams/sentry_streams/examples/rust_simple_map_filter/rust_transforms/src/lib.rs
@@ -0,0 +1,78 @@
+use pyo3::prelude::*;
+use serde::{Deserialize, Serialize};
+
+// Import the macros from rust_streams (the actual crate name)
+// In practice: use sentry_streams::{rust_map_function, rust_filter_function, Message}; (when published)
+use rust_streams::{convert_via_json, rust_function, Message};
+
+/// IngestMetric structure matching the schema from simple_map_filter.py
+/// This would normally be imported from sentry_kafka_schemas in a real implementation
+///
+/// Types are converted from/to Rust using JSON serialization. The input type must be
+/// JSON-serializable and be able to deserialize into this type.
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct IngestMetric {
+    #[serde(rename = "type")]
+    pub metric_type: String,
+    pub name: String,
+    pub value: f64,
+    pub tags: std::collections::HashMap<String, String>,
+    pub timestamp: u64,
+}
+
+// Implement the FromPythonPayload and IntoPythonPayload traits. This decides how IngestMetric is
+// going to be converted from the previous step's Python value.
+//
+// Currently, all values passed between steps are still Python objects, even between two Rust
+// steps.
+//
+// This macro implements these traits by roundtripping values via JSON.
+convert_via_json!(IngestMetric);
+
+// Rust equivalent of filter_events() from simple_map_filter.py
+rust_function!(RustFilterEvents, IngestMetric, bool, |msg: Message<
+    IngestMetric,
+>|
+ -> bool {
+    let (payload, _) = msg.take();
+    payload.metric_type == "c"
+});
+
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct TransformedIngestMetric {
+    #[serde(rename = "type")]
+    pub metric_type: String,
+    pub name: String,
+    pub value: f64,
+    pub tags: std::collections::HashMap<String, String>,
+    pub timestamp: u64,
+    pub transformed: bool,
+}
+
+convert_via_json!(TransformedIngestMetric);
+
+// Rust equivalent of transform_msg() from simple_map_filter.py
+rust_function!(
+    RustTransformMsg,
+    IngestMetric,
+    TransformedIngestMetric,
+    |msg: Message<IngestMetric>| -> TransformedIngestMetric {
+        let (payload, _) = msg.take();
+        TransformedIngestMetric {
+            metric_type: payload.metric_type,
+            name: payload.name,
+            value: payload.value,
+            tags: payload.tags,
+            timestamp: payload.timestamp,
+            transformed: true,
+        }
+    }
+);
+
+// this makes the Rust functions available to Python
+#[pymodule]
+fn metrics_rust_transforms(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_class::<RustFilterEvents>()?;
+    m.add_class::<RustTransformMsg>()?;
+    Ok(())
+}
diff --git a/sentry_streams/sentry_streams/pipeline/pipeline.py b/sentry_streams/sentry_streams/pipeline/pipeline.py
index b2bd5485..cadd4c0c 100644
--- a/sentry_streams/sentry_streams/pipeline/pipeline.py
+++ b/sentry_streams/sentry_streams/pipeline/pipeline.py
@@ -42,6 +42,7 @@
     resolve_polars_schema,
     serialize_to_parquet,
 )
+from sentry_streams.pipeline.rust_function_protocol import InternalRustFunction
 from sentry_streams.pipeline.window import MeasurementUnit, TumblingWindow, Window
 
 RoutingFuncReturnType = TypeVar("RoutingFuncReturnType")
@@ -51,6 +52,8 @@
 TNewOut = TypeVar("TNewOut")
 TBranch = TypeVar("TBranch")
 
+RUST_FUNCTION_VERSION = 1
+
 
 class StepType(Enum):
     BRANCH = "branch"
@@ -316,6 +319,29 @@ def resolved_function(self) -> Callable[[Message[TIn]], TOut]:
         function_callable = imported_func
         return function_callable
 
+    def _validate_rust_function(self) -> Callable[[Message[TIn]], TOut] | None:
+        func = self.resolved_function
+        if not hasattr(func, "rust_function_version"):
+            # not a rust function
+            return None
+
+        func = cast(InternalRustFunction[TIn, TOut], func)
+
+        rust_function_version = func.rust_function_version()
+        if rust_function_version != 1:
+            raise TypeError(
+                r"Invalid rust function version: {rust_function_version} -- if you are defining your own rust functions, maybe the version is out of date?"
+            )
+
+        return func
+
+    def post_rust_function_validation(self, func: InternalRustFunction[TIn, TOut]) -> None:
+        # Overridden in Filter step
+        pass
+
+    def __post_init__(self) -> None:
+        self._validate_rust_function()
+
 
 # Backward compatibility alias
 TransformStep = FunctionTransform
@@ -348,6 +374,13 @@ class Filter(Transform[TIn, TIn], Generic[TIn]):
     function: Union[Callable[[Message[TIn]], bool], str]
     step_type: StepType = StepType.FILTER
 
+    def post_rust_function_validation(self, func: InternalRustFunction[TIn, TOut]) -> None:
+        output_type = func.output_type()
+        if output_type != "bool":
+            raise TypeError(
+                f"Filter function {func} should return bool, " f"but returns {output_type}"
+            )
+
     @property
     def resolved_function(self) -> Callable[[Message[TIn]], bool]:
         """
diff --git a/sentry_streams/sentry_streams/pipeline/rust_function_protocol.py b/sentry_streams/sentry_streams/pipeline/rust_function_protocol.py
new file mode 100644
index 00000000..471d4925
--- /dev/null
+++ b/sentry_streams/sentry_streams/pipeline/rust_function_protocol.py
@@ -0,0 +1,23 @@
+"""
+Protocol definitions for Rust functions to integrate with Python's type system
+"""
+
+from typing import Protocol, TypeVar, runtime_checkable
+
+from sentry_streams.pipeline.message import Message
+
+TInput = TypeVar("TInput")
+TOutput = TypeVar("TOutput", covariant=True)
+
+
+# External interface that we need users to use in their stubs for type-safety
+@runtime_checkable
+class RustFunction(Protocol[TInput, TOutput]):
+    def __call__(self, msg: Message[TInput]) -> TOutput: ...
+
+
+# Methods that we use internally, but don't want the user to see (or have to write out in their stubfiles)
+class InternalRustFunction(RustFunction[TInput, TOutput], Protocol):
+    def input_type(self) -> str: ...
+    def output_type(self) -> str: ...
+    def rust_function_version(self) -> int: ...
diff --git a/sentry_streams/src/ffi.rs b/sentry_streams/src/ffi.rs
new file mode 100644
index 00000000..b6420dbe
--- /dev/null
+++ b/sentry_streams/src/ffi.rs
@@ -0,0 +1,224 @@
+use pyo3::prelude::*;
+use pyo3::IntoPyObjectExt;
+
+pub const RUST_FUNCTION_VERSION: usize = 1;
+
+/// The message type exposed to Rust functions, with typed payload.
+#[derive(Debug, Clone)]
+pub struct Message<T> {
+    payload: T,
+    headers: Vec<(String, Vec<u8>)>,
+    timestamp: f64,
+    schema: Option<String>,
+}
+
+impl<T> Message<T> {
+    /// Split up the message into payload and metadata
+    pub fn take(self) -> (T, Message<()>) {
+        (
+            self.payload,
+            Message {
+                payload: (),
+                headers: self.headers,
+                timestamp: self.timestamp,
+                schema: self.schema,
+            },
+        )
+    }
+
+    /// Map the payload to a new type while preserving metadata
+    pub fn map<U>(self, f: impl FnOnce(T) -> U) -> Message<U> {
+        Message {
+            payload: f(self.payload),
+            headers: self.headers,
+            timestamp: self.timestamp,
+            schema: self.schema,
+        }
+    }
+}
+
+/// Convert a Python payload into a given Rust type
+///
+/// You can implement this trait easiest by calling `convert_via_json!(MyType)`, provided your type
+/// is JSON-serializable and deserializable on both sides.
+pub trait FromPythonPayload: Sized {
+    fn from_python_payload(value: pyo3::Bound<'_, pyo3::PyAny>) -> pyo3::PyResult<Self>;
+}
+
+/// Convert a Rust type back into a Python payload
+///
+/// You can implement this trait easiest by calling `convert_via_json!(MyType)`, provided your type
+/// is JSON-serializable and deserializable with serde.
+pub trait IntoPythonPayload {
+    fn into_python_payload(self, py: pyo3::Python<'_>) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>>;
+}
+
+/// Implement type conversion from/to Python by roundtripping with `serde_json` and `json.loads`.
+///
+/// You need `serde_json` and `pyo3` in your crate's dependencies.
+#[macro_export]
+macro_rules! convert_via_json {
+    ($ty:ty) => {
+        impl $crate::ffi::FromPythonPayload for $ty {
+            fn from_python_payload(value: pyo3::Bound<'_, pyo3::PyAny>) -> ::pyo3::PyResult<Self> {
+                use pyo3::prelude::*;
+
+                let py = value.py();
+                let payload_json = py
+                    .import("json")?
+                    .getattr("dumps")?
+                    .call1((value,))?
+                    .extract::<String>()?;
+
+                let payload_value: Self = ::serde_json::from_str(&payload_json).map_err(|e| {
+                    ::pyo3::PyErr::new::<::pyo3::exceptions::PyValueError, _>(format!(
+                        "Failed to parse JSON: {}",
+                        e
+                    ))
+                })?;
+
+                Ok(payload_value)
+            }
+        }
+
+        impl $crate::ffi::IntoPythonPayload for $ty {
+            fn into_python_payload(
+                self,
+                py: ::pyo3::Python<'_>,
+            ) -> ::pyo3::PyResult<::pyo3::Py<pyo3::PyAny>> {
+                use pyo3::prelude::*;
+
+                let payload_json = ::serde_json::to_string(&self).map_err(|e| {
+                    ::pyo3::PyErr::new::<pyo3::exceptions::PyValueError, _>(format!(
+                        "Failed to serialize JSON: {}",
+                        e
+                    ))
+                })?;
+                let payload_obj = py
+                    .import("json")?
+                    .getattr("loads")?
+                    .call1((payload_json,))?;
+
+                Ok(payload_obj.unbind())
+            }
+        }
+    };
+}
+
+/// Convert a Python streaming message to a typed Rust Message format
+/// This function handles the conversion for any type that implements serde::Deserialize
+pub fn convert_py_message_to_rust<T>(
+    py: pyo3::Python,
+    py_msg: &pyo3::Py<pyo3::PyAny>,
+) -> pyo3::PyResult<Message<T>>
+where
+    T: FromPythonPayload,
+{
+    let payload_obj = py_msg.bind(py).getattr("payload")?;
+    let payload_value = T::from_python_payload(payload_obj);
+
+    let headers_py: Vec<(String, Vec<u8>)> = py_msg.bind(py).getattr("headers")?.extract()?;
+    let timestamp: f64 = py_msg.bind(py).getattr("timestamp")?.extract()?;
+    let schema: Option<String> = py_msg.bind(py).getattr("schema")?.extract()?;
+
+    Ok(Message {
+        payload: payload_value?,
+        headers: headers_py,
+        timestamp,
+        schema,
+    })
+}
+
+/// Macro to create a Rust map function that can be called from Python
+/// Usage: rust_map_function!(MyFunction, InputType, OutputType, |msg: Message<InputType>| -> OutputType { ... });
+#[macro_export]
+macro_rules! rust_function {
+    ($name:ident, $input_type:ty, $output_type:ty, $transform_fn:expr) => {
+        #[pyo3::pyclass]
+        pub struct $name;
+
+        #[pyo3::pymethods]
+        impl $name {
+            #[new]
+            pub fn new() -> Self {
+                Self
+            }
+
+            #[pyo3(name = "__call__")]
+            pub fn call(
+                &self,
+                py: pyo3::Python<'_>,
+                py_msg: pyo3::Py<pyo3::PyAny>,
+            ) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>> {
+                // If this cast fails, the user is not providing the right types
+                let transform_fn: fn($crate::ffi::Message<$input_type>) -> $output_type =
+                    $transform_fn;
+
+                // Convert Python message to typed Rust message
+                let rust_msg = $crate::ffi::convert_py_message_to_rust::<$input_type>(py, &py_msg)?;
+
+                // Release GIL and call Rust function
+                let result_msg = py.allow_threads(|| {
+                    // clone metadata, but try very hard to avoid cloning the payload
+                    let (payload, metadata) = rust_msg.take();
+                    let metadata_clone = metadata.clone();
+                    let result_payload = transform_fn(metadata.map(|()| payload));
+                    metadata_clone.map(|()| result_payload)
+                });
+
+                // Return the raw payload directly (not wrapped in a message)
+                let (payload, _) = result_msg.take();
+                $crate::ffi::IntoPythonPayload::into_python_payload(payload, py)
+            }
+
+            pub fn input_type(&self) -> &'static str {
+                std::any::type_name::<$input_type>()
+            }
+
+            pub fn output_type(&self) -> &'static str {
+                std::any::type_name::<$output_type>()
+            }
+
+            pub fn rust_function_version(&self) -> usize {
+                $crate::ffi::RUST_FUNCTION_VERSION
+            }
+        }
+    };
+}
+
+// Built-in implementations for common types
+impl IntoPythonPayload for bool {
+    fn into_python_payload(self, py: pyo3::Python<'_>) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>> {
+        Ok(pyo3::types::PyBool::new(py, self).into_py_any(py)?)
+    }
+}
+
+impl FromPythonPayload for bool {
+    fn from_python_payload(value: pyo3::Bound<'_, pyo3::PyAny>) -> pyo3::PyResult<Self> {
+        value.extract::<bool>()
+    }
+}
+
+impl IntoPythonPayload for String {
+    fn into_python_payload(self, py: pyo3::Python<'_>) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>> {
+        Ok(pyo3::types::PyString::new(py, &self).into_py_any(py)?)
+    }
+}
+
+impl FromPythonPayload for String {
+    fn from_python_payload(value: pyo3::Bound<'_, pyo3::PyAny>) -> pyo3::PyResult<Self> {
+        value.extract::<String>()
+    }
+}
+
+impl IntoPythonPayload for u64 {
+    fn into_python_payload(self, py: pyo3::Python<'_>) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>> {
+        Ok(self.into_py_any(py)?)
+    }
+}
+
+impl FromPythonPayload for u64 {
+    fn from_python_payload(value: pyo3::Bound<'_, pyo3::PyAny>) -> pyo3::PyResult<Self> {
+        value.extract::<u64>()
+    }
+}
diff --git a/sentry_streams/src/lib.rs b/sentry_streams/src/lib.rs
index 88088bcd..6375ebf1 100644
--- a/sentry_streams/src/lib.rs
+++ b/sentry_streams/src/lib.rs
@@ -17,6 +17,10 @@ mod transformer;
 mod utils;
 mod watermark;
 
+#[doc(hidden)]
+pub mod ffi;
+pub use ffi::Message;
+
 #[cfg(test)]
 mod fake_strategy;
 #[cfg(test)]
diff --git a/sentry_streams/src/operators.rs b/sentry_streams/src/operators.rs
index 0dc61cf7..20488577 100644
--- a/sentry_streams/src/operators.rs
+++ b/sentry_streams/src/operators.rs
@@ -86,11 +86,15 @@ pub fn build(
 ) -> Box<dyn ProcessingStrategy<RoutedValue>> {
     match step.get() {
         RuntimeOperator::Map { function, route } => {
+            // All functions (Python and Rust) are called the same way now
+            // Rust functions automatically release the GIL internally
             let func_ref = traced_with_gil!(|py| function.clone_ref(py));
             build_map(route, func_ref, next)
         }
         RuntimeOperator::Filter { function, route } => {
-            let func_ref = traced_with_gil!(|py| { function.clone_ref(py) });
+            // All functions (Python and Rust) are called the same way now
+            // Rust functions automatically release the GIL internally
+            let func_ref = traced_with_gil!(|py| function.clone_ref(py));
             build_filter(route, func_ref, next)
         }
         RuntimeOperator::StreamSink {
diff --git a/sentry_streams/src/utils.rs b/sentry_streams/src/utils.rs
index 59e20e37..25e49683 100644
--- a/sentry_streams/src/utils.rs
+++ b/sentry_streams/src/utils.rs
@@ -8,7 +8,7 @@
 ///
 /// # Examples
 ///
-/// ```
+/// ```nocheck
 /// let py_err = ...;
 /// traced_with_gil!(|py| { py_err.print(py) }).unwrap();
 ///
diff --git a/sentry_streams/tests/conftest.py b/sentry_streams/tests/conftest.py
new file mode 100644
index 00000000..a1a06310
--- /dev/null
+++ b/sentry_streams/tests/conftest.py
@@ -0,0 +1,48 @@
+"""Shared test fixtures for sentry_streams tests"""
+
+import subprocess
+import sys
+from pathlib import Path
+from typing import Any
+
+import pytest
+
+
+@pytest.fixture(scope="module")
+def rust_test_functions() -> Any:
+    """Build and import the test Rust functions
+
+    This fixture builds the rust_test_functions crate using maturin
+    and makes it available for import in tests. The build happens
+    once per test module for efficiency.
+
+    Returns:
+        module: The imported rust_test_functions module
+    """
+    test_crate_dir = Path(__file__).parent / "rust_test_functions"
+    maturin_path = Path(sys.exec_prefix) / "bin/maturin"
+
+    # Build the extension
+    result = subprocess.run(
+        [maturin_path, "develop"], cwd=test_crate_dir, capture_output=True, text=True
+    )
+
+    if result.returncode != 0:
+        pytest.fail(f"Failed to build test Rust extension: {result.stderr}")
+
+    # Import and return the module
+    try:
+        import rust_test_functions
+    except ImportError as e:
+        pytest.fail(f"Failed to import test Rust extension: {e}")
+
+    yield rust_test_functions
+
+    # Clean up - try to uninstall the test extension (best effort)
+    try:
+        subprocess.run(
+            ["uv", "pip", "uninstall", "rust-test-functions", "-y"],
+            capture_output=True,
+        )
+    except Exception:
+        pass
diff --git a/sentry_streams/tests/rust_test_functions/Cargo.lock b/sentry_streams/tests/rust_test_functions/Cargo.lock
new file mode 100644
index 00000000..bd0e90f7
--- /dev/null
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+ "yoke",
+ "zerofrom",
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+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.1"
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+dependencies = [
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+ "quote",
+ "syn",
+]
diff --git a/sentry_streams/tests/rust_test_functions/Cargo.toml b/sentry_streams/tests/rust_test_functions/Cargo.toml
new file mode 100644
index 00000000..1beca45c
--- /dev/null
+++ b/sentry_streams/tests/rust_test_functions/Cargo.toml
@@ -0,0 +1,19 @@
+[package]
+name = "rust_test_functions"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+name = "rust_test_functions"
+crate-type = ["cdylib"]
+
+[dependencies]
+pyo3 = { version = "0.24" }
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+paste = "1.0"
+
+# Depend on the main rust_streams crate for macros
+[dependencies.rust_streams]
+path = "../../"
+default-features = false
diff --git a/sentry_streams/tests/rust_test_functions/py.typed b/sentry_streams/tests/rust_test_functions/py.typed
new file mode 100644
index 00000000..e69de29b
diff --git a/sentry_streams/tests/rust_test_functions/rust_test_functions.pyi b/sentry_streams/tests/rust_test_functions/rust_test_functions.pyi
new file mode 100644
index 00000000..895cad0b
--- /dev/null
+++ b/sentry_streams/tests/rust_test_functions/rust_test_functions.pyi
@@ -0,0 +1,16 @@
+from sentry_streams.pipeline.message import Message
+from sentry_streams.pipeline.rust_function_protocol import RustFunction
+
+class TestMessage: ...
+
+class TestFilterCorrect(RustFunction[TestMessage, bool]):
+    def __call__(self, msg: Message[TestMessage]) -> bool: ...
+
+class TestMapCorrect(RustFunction[TestMessage, str]):
+    def __call__(self, msg: Message[TestMessage]) -> str: ...
+
+class TestMapWrongType(RustFunction[bool, str]):
+    def __call__(self, msg: Message[bool]) -> str: ...
+
+class TestMapString(RustFunction[str, int]):
+    def __call__(self, msg: Message[str]) -> int: ...
diff --git a/sentry_streams/tests/rust_test_functions/src/lib.rs b/sentry_streams/tests/rust_test_functions/src/lib.rs
new file mode 100644
index 00000000..9b382568
--- /dev/null
+++ b/sentry_streams/tests/rust_test_functions/src/lib.rs
@@ -0,0 +1,62 @@
+use pyo3::prelude::*;
+use serde::{Deserialize, Serialize};
+
+// Import the macros from rust_streams
+use rust_streams::{convert_via_json, rust_function, Message};
+
+/// Test data structure for type validation tests
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct TestMessage {
+    pub id: u64,
+    pub content: String,
+}
+
+// Implement type conversion for TestMessage
+convert_via_json!(TestMessage);
+
+rust_function!(TestFilterCorrect, TestMessage, bool, |msg: Message<
+    TestMessage,
+>|
+ -> bool {
+    let (payload, _) = msg.take();
+    payload.id > 0
+});
+
+rust_function!(TestMapCorrect, TestMessage, String, |msg: Message<
+    TestMessage,
+>|
+ -> String {
+    let (payload, _) = msg.take();
+    format!("Processed: {}", payload.content)
+});
+
+// Wrong type map function - accepts bool instead of TestMessage
+rust_function!(
+    TestMapWrongType,
+    bool, // This expects bool, but will get TestMessage in the test
+    String,
+    |msg: Message<bool>| -> String {
+        let (payload, _) = msg.take();
+        if payload {
+            "true".to_string()
+        } else {
+            "false".to_string()
+        }
+    }
+);
+
+// Map that accepts String (for testing chained operations)
+rust_function!(TestMapString, String, u64, |msg: Message<String>| -> u64 {
+    let (payload, _) = msg.take();
+    payload.len() as u64
+});
+
+/// PyO3 module definition
+#[pymodule]
+fn rust_test_functions(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_class::<TestFilterCorrect>()?;
+    m.add_class::<TestMapCorrect>()?;
+    m.add_class::<TestMapWrongType>()?;
+    m.add_class::<TestMapString>()?;
+    Ok(())
+}
diff --git a/sentry_streams/tests/test_mypy_integration.py b/sentry_streams/tests/test_mypy_integration.py
index d8bdc79f..5b820bc5 100644
--- a/sentry_streams/tests/test_mypy_integration.py
+++ b/sentry_streams/tests/test_mypy_integration.py
@@ -100,3 +100,93 @@ def create_wrong_pipeline():
     assert result.returncode > 0
     assert 'Argument "function" to "Map" has incompatible type' in result.stdout
     assert "expected" in result.stdout and "Mapping" in result.stdout
+
+
+def test_mypy_detects_correct_pipeline_rust(tmp_path: Path, rust_test_functions: object) -> None:
+    """Test that mypy accepts a correctly typed pipeline"""
+
+    # Create a test file with correct types
+    correct_code = """
+from rust_test_functions import TestFilterCorrect, TestMapCorrect, TestMapString, TestMessage
+from sentry_streams.pipeline.pipeline import Filter, Map, Parser, streaming_source, StreamSink
+from sentry_streams.pipeline.message import Message
+from sentry_kafka_schemas.schema_types.ingest_metrics_v1 import IngestMetric
+from sentry_streams.examples.transform_metrics import transform_msg
+from typing import Any, Mapping
+
+def filter_events(msg: Message[IngestMetric]) -> bool:
+    return bool(msg.payload["type"] == "c")
+
+def create_correct_pipeline():
+    return (
+        streaming_source("input", "test-stream")
+        .apply(Parser("parser", msg_type=TestMessage))              # bytes -> TestMessage
+        .apply(Filter("filter", function=TestFilterCorrect()))      # TestMessage -> TestMessage
+        .apply(Map("transform", function=TestMapCorrect()))         # TestMessage -> String
+        .apply(Map("length", function=TestMapString()))             # String -> u64
+        .sink(StreamSink("output", "output-stream"))
+    )
+"""
+
+    # Write to temp file and run mypy
+    test_file = tmp_path / "test_correct.py"
+    test_file.write_text(correct_code)
+
+    result = subprocess.run(
+        [
+            sys.executable,
+            "-m",
+            "mypy",
+            str(test_file),
+            "--show-error-codes",
+            "--check-untyped-defs",
+        ],
+        capture_output=True,
+        text=True,
+    )
+
+    assert result.returncode == 0
+    assert "Success: no issues found in 1 source file" in result.stdout
+
+
+def test_mypy_detects_type_mismatch_rust(tmp_path: Path, rust_test_functions: object) -> None:
+    """Test that mypy detects type mismatches in pipeline definitions"""
+
+    wrong_code = """
+from sentry_streams.pipeline.pipeline import Filter, Map, Parser, streaming_source, StreamSink
+
+from rust_test_functions import TestFilterCorrect, TestMapCorrect, TestMapWrongType, TestMessage
+
+# expect failure: TestMapWrongType expects Message[bool] but gets Message[TestMessage]
+def create_wrong_pipeline():
+    return (
+        streaming_source("input", "test-stream")
+        .apply(Parser("parser", msg_type=TestMessage))              # bytes -> TestMessage
+        .apply(Filter("filter", function=TestFilterCorrect()))      # TestMessage -> TestMessage
+        .apply(Map("wrong", function=TestMapWrongType()))           # Expects Message[bool], gets Message[TestMessage]!
+        .sink(StreamSink("output", "output-stream"))
+    )
+"""
+
+    # Write to temp file and run mypy
+    test_file = tmp_path / "test_wrong.py"
+    test_file.write_text(wrong_code)
+
+    result = subprocess.run(
+        [
+            sys.executable,
+            "-m",
+            "mypy",
+            str(test_file),
+            "--show-error-codes",
+            "--check-untyped-defs",
+        ],
+        capture_output=True,
+        text=True,
+    )
+
+    # Should detect type mismatch
+    assert result.returncode > 0
+    assert 'Argument "function" to "Map" has incompatible type' in result.stdout
+    assert "expected" in result.stdout
+    assert "TestMessage" in result.stdout
diff --git a/sentry_streams/tests/test_rust_functions_integration.py b/sentry_streams/tests/test_rust_functions_integration.py
new file mode 100644
index 00000000..819b0f10
--- /dev/null
+++ b/sentry_streams/tests/test_rust_functions_integration.py
@@ -0,0 +1,138 @@
+"""Integration tests for Rust functions in streaming pipelines"""
+
+import json
+from typing import Any, cast
+
+from arroyo.backends.kafka import KafkaConsumer, KafkaProducer
+from arroyo.backends.kafka.consumer import KafkaPayload
+from arroyo.backends.local.backend import LocalBroker
+from arroyo.backends.local.storages.memory import MemoryMessageStorage
+from arroyo.types import Partition, Topic
+from arroyo.utils.clock import MockedClock
+
+from sentry_streams.adapters.arroyo.adapter import ArroyoAdapter
+from sentry_streams.adapters.stream_adapter import RuntimeTranslator
+from sentry_streams.pipeline.message import PyMessage as Message
+from sentry_streams.pipeline.pipeline import (
+    Filter,
+    Map,
+    Serializer,
+    StreamSink,
+    streaming_source,
+)
+from sentry_streams.runner import iterate_edges
+
+
+def test_basic_rust_function_execution(rust_test_functions: Any) -> None:
+    """Test that Rust functions execute correctly in a pipeline"""
+    from rust_test_functions import TestFilterCorrect, TestMapCorrect
+
+    # TestMessage in Rust corresponds to dicts with id/content in Python
+    test_messages = [
+        Message(payload=cast(Any, {"id": 1, "content": "Hello"}), headers=[], timestamp=0.0),
+        Message(
+            payload=cast(Any, {"id": 0, "content": "Should be filtered"}), headers=[], timestamp=0.0
+        ),
+        Message(payload=cast(Any, {"id": 2, "content": "World"}), headers=[], timestamp=0.0),
+    ]
+
+    rust_filter = TestFilterCorrect()
+    rust_map = TestMapCorrect()
+
+    filtered_messages = []
+    for msg in test_messages:
+        if rust_filter(msg):
+            filtered_messages.append(msg)
+
+    mapped_messages = []
+    for msg in filtered_messages:
+        mapped_messages.append(rust_map(msg))
+
+    assert len(filtered_messages) == 2
+    # Type ignore because the payload is actually a dict at runtime but typed differently
+    assert filtered_messages[0].payload["id"] == 1
+    assert filtered_messages[1].payload["id"] == 2
+
+    assert mapped_messages[0] == "Processed: Hello"
+    assert mapped_messages[1] == "Processed: World"
+
+
+def test_rust_functions_with_message_flow(rust_test_functions: Any) -> None:
+    """Test that Rust functions process actual messages through a pipeline"""
+    from rust_test_functions import TestFilterCorrect, TestMapCorrect
+
+    # This test demonstrates that Rust functions work in the pipeline infrastructure
+    # by creating a pipeline and showing that messages flow through Rust functions
+    # Create in-memory broker
+    storage = MemoryMessageStorage[KafkaPayload]()
+    broker = LocalBroker(storage, MockedClock())
+    broker.create_topic(Topic("ingest-metrics"), 1)
+    broker.create_topic(Topic("transformed-events"), 1)
+
+    # Create pipeline that uses Rust functions
+    def parse_json_bytes(msg: Message[bytes]) -> Any:
+        """Parse JSON bytes and cast to dict for testing"""
+        parsed_dict = json.loads(msg.payload.decode("utf-8"))
+        return parsed_dict
+
+    # Track processed messages to verify Rust functions executed
+    processed_messages = []
+
+    def capture_result(msg: Message[str]) -> str:
+        """Capture the result from Rust map function"""
+        processed_messages.append(msg.payload)
+        return msg.payload
+
+    pipeline = (
+        streaming_source("input", stream_name="ingest-metrics")
+        .apply(Map("json_parser", function=cast(Any, parse_json_bytes)))
+        .apply(Filter("rust_filter", function=cast(Any, TestFilterCorrect())))
+        .apply(Map("rust_map", function=cast(Any, TestMapCorrect())))
+        .apply(Map("capture", function=cast(Any, capture_result)))
+        .apply(Serializer("serializer"))
+        .sink(StreamSink("output", stream_name="transformed-events"))
+    )
+
+    # Setup ArroyoAdapter with LocalBroker
+    adapter = ArroyoAdapter.build(
+        {
+            "env": {},
+            "steps_config": {
+                "input": {"input": {}},
+                "output": {"output": {}},
+            },
+        },
+        {"input": cast(KafkaConsumer, broker.get_consumer("ingest-metrics"))},
+        {"output": cast(KafkaProducer, broker.get_producer())},
+    )
+
+    # Configure and create pipeline processors
+    iterate_edges(pipeline, RuntimeTranslator(adapter))
+    adapter.create_processors()
+    processor = adapter.get_processor("input")
+
+    # Send test messages
+    test_messages = [
+        {"id": 1, "content": "Hello"},  # Should pass filter (id > 0)
+        {"id": 0, "content": "Filtered"},  # Should be filtered out (id = 0)
+        {"id": 2, "content": "World"},  # Should pass filter (id > 0)
+    ]
+
+    for msg in test_messages:
+        broker.produce(
+            Partition(Topic("ingest-metrics"), 0),
+            KafkaPayload(None, json.dumps(msg).encode("utf-8"), []),
+        )
+
+    # Process messages through pipeline
+    processor._run_once()  # Process first message
+    processor._run_once()  # Process second message
+    processor._run_once()  # Process third message
+
+    # Verify that Rust functions processed the messages correctly
+    # This demonstrates that Rust functions execute within pipeline infrastructure
+    assert len(processed_messages) == 2  # Only messages with id > 0 passed the filter
+    assert processed_messages[0] == "Processed: Hello"
+    assert processed_messages[1] == "Processed: World"
+
+    # The key success: Rust functions executed and transformed data within the pipeline!
diff --git a/sentry_streams/tests/test_true.py b/sentry_streams/tests/test_true.py
deleted file mode 100644
index 6170ef12..00000000
--- a/sentry_streams/tests/test_true.py
+++ /dev/null
@@ -1,5 +0,0 @@
-# TODO: This is here to make CI not fail as there are
-# no tests at the time of writing.
-# Actually write tests and remove this.
-def test_always_passes() -> None:
-    assert True