refactor: worker thread interface

Make the worker thread a cleaner abstraction for interfacing with the rest of the codebase.

.gitignore

@@ -1,2 +1,3 @@
 /target
-.vscode/
+.vscode/
+.venv

Cargo.lock

@@ -203,12 +203,27 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "heck"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
+
 [[package]]
 name = "hermit-abi"
 version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
 
+[[package]]
+name = "indoc"
+version = "2.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "79cf5c93f93228cf8efb3ba362535fb11199ac548a09ce117c9b1adc3030d706"
+dependencies = [
+ "rustversion",
+]
+
 [[package]]
 name = "is-terminal"
 version = "0.4.17"
@@ -257,6 +272,15 @@ version = "2.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f52b00d39961fc5b2736ea853c9cc86238e165017a493d1d5c8eac6bdc4cc273"
 
+[[package]]
+name = "memoffset"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
+dependencies = [
+ "autocfg",
+]
+
 [[package]]
 name = "num-traits"
 version = "0.2.19"
@@ -306,6 +330,12 @@ dependencies = [
  "plotters-backend",
 ]
 
+[[package]]
+name = "portable-atomic"
+version = "1.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
+
 [[package]]
 name = "proc-macro2"
 version = "1.0.106"
@@ -315,6 +345,69 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "pyo3"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7778bffd85cf38175ac1f545509665d0b9b92a198ca7941f131f85f7a4f9a872"
+dependencies = [
+ "cfg-if",
+ "indoc",
+ "libc",
+ "memoffset",
+ "once_cell",
+ "portable-atomic",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94f6cbe86ef3bf18998d9df6e0f3fc1050a8c5efa409bf712e661a4366e010fb"
+dependencies = [
+ "once_cell",
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e9f1b4c431c0bb1c8fb0a338709859eed0d030ff6daa34368d3b152a63dfdd8d"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fbc2201328f63c4710f68abdf653c89d8dbc2858b88c5d88b0ff38a75288a9da"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fca6726ad0f3da9c9de093d6f116a93c1a38e417ed73bf138472cf4064f72028"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "quote"
 version = "1.0.44"
@@ -439,6 +532,7 @@ dependencies = [
  "crossbeam-queue",
  "crossbeam-utils",
  "getrandom",
+ "pyo3",
 ]
 
 [[package]]
@@ -452,6 +546,12 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "target-lexicon"
+version = "0.12.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
+
 [[package]]
 name = "tinytemplate"
 version = "1.2.1"
@@ -468,6 +568,12 @@ version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
 
+[[package]]
+name = "unindent"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7264e107f553ccae879d21fbea1d6724ac785e8c3bfc762137959b5802826ef3"
+
 [[package]]
 name = "walkdir"
 version = "2.5.0"

Cargo.toml

@@ -11,12 +11,13 @@ crate-type = ["cdylib", "rlib"]
 default = ["getrandom"]
 getrandom = ["dep:getrandom"]
 no_random = [] # compile without access to a source of randomness
-stress = []  # Enable stress tests
+python = ["dep:pyo3"]
 
 [dependencies]
 getrandom = { version = "0.2", optional = true }
 crossbeam-queue = "0.3.12"
 crossbeam-utils = "0.8.21"
+pyo3 = { version = "0.23", features = ["extension-module"], optional = true }
 
 [dev-dependencies]
 criterion = { version = "0.5", features = ["html_reports"] }
@@ -24,3 +25,7 @@ criterion = { version = "0.5", features = ["html_reports"] }
 [[bench]]
 name = "runtime_benchmarks"
 harness = false
+
+[[bench]]
+name = "worker_benchmarks"
+harness = false

benches/worker_benchmarks.rs

@@ -0,0 +1,153 @@
+use criterion::{
+    criterion_group, criterion_main, BenchmarkId, Criterion, Throughput,
+};
+use swactor::worker::Mailbox;
+
+// ---------------------------------------------------------------------------
+// Push throughput
+// ---------------------------------------------------------------------------
+
+fn mailbox_push(c: &mut Criterion) {
+    let mut group = c.benchmark_group("mailbox_push");
+    for n in [100, 1_000, 10_000] {
+        group.throughput(Throughput::Elements(n as u64));
+        group.bench_with_input(BenchmarkId::from_parameter(n), &n, |b, &n| {
+            b.iter(|| {
+                let mut mb: Mailbox<u64> = Mailbox::new(n);
+                for i in 0..n {
+                    mb.push(i as u64);
+                }
+            });
+        });
+    }
+    group.finish();
+}
+
+// ---------------------------------------------------------------------------
+// Pop throughput
+// ---------------------------------------------------------------------------
+
+fn mailbox_pop(c: &mut Criterion) {
+    let mut group = c.benchmark_group("mailbox_pop");
+    for n in [100, 1_000, 10_000] {
+        group.throughput(Throughput::Elements(n as u64));
+        group.bench_with_input(BenchmarkId::from_parameter(n), &n, |b, &n| {
+            b.iter_batched(
+                || {
+                    let mut mb: Mailbox<u64> = Mailbox::new(n);
+                    for i in 0..n {
+                        mb.push(i as u64);
+                    }
+                    mb
+                },
+                |mut mb| {
+                    for _ in 0..n {
+                        std::hint::black_box(mb.pop());
+                    }
+                },
+                criterion::BatchSize::SmallInput,
+            );
+        });
+    }
+    group.finish();
+}
+
+// ---------------------------------------------------------------------------
+// Interleaved push+pop
+// ---------------------------------------------------------------------------
+
+fn mailbox_interleaved(c: &mut Criterion) {
+    let mut group = c.benchmark_group("mailbox_interleaved");
+    for n in [100, 1_000, 10_000] {
+        group.throughput(Throughput::Elements(n as u64 * 2));
+        group.bench_with_input(BenchmarkId::from_parameter(n), &n, |b, &n| {
+            b.iter(|| {
+                let mut mb: Mailbox<u64> = Mailbox::new(n);
+                for i in 0..n {
+                    mb.push(i as u64);
+                    std::hint::black_box(mb.pop());
+                }
+            });
+        });
+    }
+    group.finish();
+}
+
+// ---------------------------------------------------------------------------
+// drain_count O(1) verification
+// ---------------------------------------------------------------------------
+
+fn mailbox_drain_count(c: &mut Criterion) {
+    let mut group = c.benchmark_group("mailbox_drain_count");
+
+    // Below waterlevel
+    group.bench_function("below", |b| {
+        let mut mb: Mailbox<u64> = Mailbox::new(100);
+        for i in 0..50 {
+            mb.push(i);
+        }
+        b.iter(|| std::hint::black_box(mb.drain_count()));
+    });
+
+    // At waterlevel
+    group.bench_function("at", |b| {
+        let mut mb: Mailbox<u64> = Mailbox::new(100);
+        for i in 0..100 {
+            mb.push(i);
+        }
+        b.iter(|| std::hint::black_box(mb.drain_count()));
+    });
+
+    // Above waterlevel
+    group.bench_function("above", |b| {
+        let mut mb: Mailbox<u64> = Mailbox::new(100);
+        for i in 0..500 {
+            mb.push(i);
+        }
+        b.iter(|| std::hint::black_box(mb.drain_count()));
+    });
+
+    group.finish();
+}
+
+// ---------------------------------------------------------------------------
+// Simulated actor tick: drain_count + pop N
+// ---------------------------------------------------------------------------
+
+fn mailbox_actor_tick(c: &mut Criterion) {
+    let mut group = c.benchmark_group("mailbox_actor_tick");
+
+    for (wl, fill) in [(10, 5), (10, 10), (10, 50), (100, 200)] {
+        let param = format!("wl={wl},fill={fill}");
+        group.bench_function(BenchmarkId::from_parameter(&param), |b| {
+            b.iter_batched(
+                || {
+                    let mut mb: Mailbox<u64> = Mailbox::new(wl);
+                    for i in 0..fill {
+                        mb.push(i as u64);
+                    }
+                    mb
+                },
+                |mut mb| {
+                    let n = mb.drain_count();
+                    for _ in 0..n {
+                        std::hint::black_box(mb.pop());
+                    }
+                },
+                criterion::BatchSize::SmallInput,
+            );
+        });
+    }
+
+    group.finish();
+}
+
+criterion_group!(
+    benches,
+    mailbox_push,
+    mailbox_pop,
+    mailbox_interleaved,
+    mailbox_drain_count,
+    mailbox_actor_tick,
+);
+criterion_main!(benches);

examples/hello_async.py

@@ -0,0 +1,37 @@
+"""Async hello world: runtime runs in background threads, driven from asyncio."""
+
+import asyncio
+from swactor import Runtime, RuntimeConfig
+
+
+async def recv(inbox, timeout=1.0):
+    """Poll an inbox until a message arrives."""
+    while timeout > 0:
+        msg = inbox.try_recv()
+        if msg is not None:
+            return msg
+        await asyncio.sleep(0.01)
+        timeout -= 0.01
+    return None
+
+
+async def main():
+    rt = Runtime(RuntimeConfig(num_threads=2))
+
+    def echo(ctx, msg):
+        ctx.send(msg["reply_to"], f"hello, {msg['name']}!")
+
+    addr = rt.spawn(echo)
+    inbox = rt.inbox()
+    handle = rt.run()
+
+    for name in ["alice", "bob", "charlie"]:
+        handle.send(addr, {"name": name, "reply_to": inbox.addr})
+        reply = await recv(inbox)
+        print(reply)
+
+    handle.shutdown()
+    handle.join()
+
+
+asyncio.run(main())

examples/hello_single_thread.py

@@ -0,0 +1,13 @@
+"""Hello world: spawn an echo actor, send a message, get it back."""
+
+from swactor import Runtime
+
+def echo(ctx, msg):
+    ctx.send(msg["reply_to"], f"hello, {msg['name']}!")
+
+rt = Runtime()
+addr = rt.spawn(echo)
+inbox = rt.inbox()
+rt.send(addr, {"name": "world", "reply_to": inbox.addr})
+rt.tick()
+print(inbox.try_recv())

pyproject.toml

@@ -0,0 +1,11 @@
+[build-system]
+requires = ["maturin>=1.7,<2"]
+build-backend = "maturin"
+
+[project]
+name = "swactor"
+version = "0.1.0"
+requires-python = ">=3.9"
+
+[tool.maturin]
+features = ["python"]

src/actor.rs

@@ -1,6 +1,6 @@
 use std::any::Any;
 
-use crate::{get_random, runtime::{ContextInner, Ctx}, worker::Mailbox};
+use crate::runtime::Ctx;
 
 /// The primary trait defining data that can be passed to and from actor processes
 pub trait Message: 'static + Sized + Clone + Send + Sync {}
@@ -20,63 +20,32 @@ pub struct ActorAddress(pub [u8; 32]);
 impl ActorAddress {
     pub fn new_random() -> Self {
         let mut bytes = [0u8; 32];
-        get_random(&mut bytes);
+        crate::get_random(&mut bytes);
         Self(bytes)
     }
 }
 
-/// The actor process as represented in the Runtime, with the actor state stored with its mailbox.
+/// The actor process as represented in the Runtime — thin wrapper around user state.
-pub(crate) struct Actor<A>
+pub(crate) struct Actor<A: ActorInterface>(A);
-where
-    A: ActorInterface,
-{
-    addr: ActorAddress,
-    mailbox: Mailbox<A::Incoming>,
-    inner: A,
-}
 
 impl<A: ActorInterface> Actor<A> {
-    pub(crate) fn new(addr: ActorAddress, mailbox: Mailbox<A::Incoming>, inner: A) -> Self {
+    pub(crate) fn new(inner: A) -> Self {
-        Self {
+        Self(inner)
-            addr,
-            mailbox,
-            inner,
-        }
     }
 }
 
-/// Trait for type-erased actors
+/// Trait for type-erased actors — single-message handler.
 pub(crate) trait AnyActor: Send {
-    /// Tick the actor, processing pending messages. Returns `true` if any work was done.
+    fn handle_any(&mut self, ctx: &Ctx, msg: Box<dyn Any + Send>);
-    fn tick(&mut self, inner: &dyn ContextInner) -> bool;
-    /// Deliver a type-erased message into this actor's mailbox.
-    /// Returns `true` if the downcast succeeded.
-    fn deliver(&mut self, msg: Box<dyn Any + Send>) -> bool;
 }
 
 impl<A> AnyActor for Actor<A>
 where
     A: ActorInterface,
 {
-    fn tick(&mut self, inner: &dyn ContextInner) -> bool {
+    fn handle_any(&mut self, ctx: &Ctx, msg: Box<dyn Any + Send>) {
-        let n = self.mailbox.drain_count();
-        if n > 0 {
-            let ctx = Ctx::new(inner, self.addr);
-            for _ in 0..n {
-                if let Some(msg) = self.mailbox.pop() {
-                    self.inner.handle(&ctx, msg);
-                }
-            }
-        }
-        n > 0
-    }
-
-    fn deliver(&mut self, msg: Box<dyn Any + Send>) -> bool {
         if let Ok(typed) = msg.downcast::<A::Incoming>() {
-            self.mailbox.push(*typed);
+            self.0.handle(ctx, *typed);
-            true
-        } else {
-            false
         }
     }
 }

src/lib.rs

@@ -11,6 +11,15 @@ pub mod config;
 
 pub mod runtime;
 
+#[cfg(feature = "python")]
+mod python;
+
+#[cfg(feature = "python")]
+#[pyo3::pymodule]
+fn swactor(m: &pyo3::Bound<'_, pyo3::types::PyModule>) -> pyo3::PyResult<()> {
+    python::register(m)
+}
+
 #[cfg(feature = "getrandom")]
 pub(crate) fn get_random(buf: &mut [u8]) {
     getrandom::getrandom(buf).unwrap()

src/python.rs

@@ -0,0 +1,455 @@
+use std::any::Any;
+use std::cell::RefCell;
+
+use pyo3::prelude::*;
+use pyo3::types::PyModule;
+
+use crate::actor::{Actor, ActorAddress, ActorInterface, AnyActor};
+use crate::config::{BackoffPolicy, RuntimeConfig};
+use crate::runtime::{Ctx, Inbox, Runtime, RuntimeHandle};
+use crate::worker::Mailbox;
+use crate::Error;
+
+// ─── PyMsg newtype ───────────────────────────────────────────────────────────
+
+/// Newtype around `PyObject` that implements `Clone + Send + Sync`.
+///
+/// `Py<PyAny>` in pyo3 0.23 doesn't implement `Clone` by default.
+/// We implement it by acquiring the GIL to bump the refcount.
+/// `Send + Sync` are safe because `Py<T>` is a reference-counted
+/// pointer to a Python object protected by the GIL.
+#[derive(Debug)]
+struct PyMsg(PyObject);
+
+impl Clone for PyMsg {
+    fn clone(&self) -> Self {
+        Python::with_gil(|py| PyMsg(self.0.clone_ref(py)))
+    }
+}
+
+// Safety: Py<PyAny> is Send + Sync — access is serialized by the GIL.
+unsafe impl Send for PyMsg {}
+unsafe impl Sync for PyMsg {}
+
+impl PyMsg {
+    fn into_inner(self) -> PyObject {
+        self.0
+    }
+}
+
+// ─── Helpers ─────────────────────────────────────────────────────────────────
+
+fn to_py_err(e: Error) -> PyErr {
+    pyo3::exceptions::PyRuntimeError::new_err(e.to_string())
+}
+
+// ─── PyActorAddress ──────────────────────────────────────────────────────────
+
+#[pyclass(name = "ActorAddress")]
+#[derive(Clone)]
+pub struct PyActorAddress {
+    inner: ActorAddress,
+}
+
+#[pymethods]
+impl PyActorAddress {
+    fn hex(&self) -> String {
+        self.inner
+            .0
+            .iter()
+            .map(|b| format!("{b:02x}"))
+            .collect()
+    }
+
+    fn to_bytes(&self) -> Vec<u8> {
+        self.inner.0.to_vec()
+    }
+
+    fn __repr__(&self) -> String {
+        let hex = self.hex();
+        format!("ActorAddress({hex})")
+    }
+
+    fn __eq__(&self, other: &PyActorAddress) -> bool {
+        self.inner == other.inner
+    }
+
+    fn __hash__(&self) -> u64 {
+        use std::hash::{Hash, Hasher};
+        let mut hasher = std::collections::hash_map::DefaultHasher::new();
+        self.inner.hash(&mut hasher);
+        hasher.finish()
+    }
+}
+
+impl From<ActorAddress> for PyActorAddress {
+    fn from(inner: ActorAddress) -> Self {
+        Self { inner }
+    }
+}
+
+// ─── Effects / PyCtx ─────────────────────────────────────────────────────────
+
+enum Effect {
+    Send {
+        addr: ActorAddress,
+        msg: PyObject,
+    },
+    Spawn {
+        addr: ActorAddress,
+        handler: PyObject,
+    },
+}
+
+#[pyclass(name = "Ctx", unsendable)]
+pub struct PyCtx {
+    self_addr: ActorAddress,
+    effects: RefCell<Vec<Effect>>,
+}
+
+impl PyCtx {
+    fn new(self_addr: ActorAddress) -> Self {
+        Self {
+            self_addr,
+            effects: RefCell::new(Vec::new()),
+        }
+    }
+
+    fn take_effects(&self) -> Vec<Effect> {
+        self.effects.borrow_mut().drain(..).collect()
+    }
+}
+
+#[pymethods]
+impl PyCtx {
+    #[getter]
+    fn self_addr(&self) -> PyActorAddress {
+        PyActorAddress::from(self.self_addr)
+    }
+
+    fn send(&self, addr: &PyActorAddress, msg: PyObject) {
+        self.effects.borrow_mut().push(Effect::Send {
+            addr: addr.inner,
+            msg,
+        });
+    }
+
+    fn spawn(&self, handler: PyObject) -> PyActorAddress {
+        let addr = ActorAddress::new_random();
+        self.effects.borrow_mut().push(Effect::Spawn {
+            addr,
+            handler,
+        });
+        PyActorAddress::from(addr)
+    }
+}
+
+// ─── PyActor ─────────────────────────────────────────────────────────────────
+
+struct PyActor {
+    handler: PyObject,
+}
+
+impl PyActor {
+    fn new(handler: PyObject) -> Self {
+        Self { handler }
+    }
+}
+
+impl ActorInterface for PyActor {
+    type Incoming = PyMsg;
+    type Response = PyMsg;
+
+    fn handle(&mut self, ctx: &Ctx, msg: Self::Incoming) {
+        let py_ctx = PyCtx::new(ctx.self_addr());
+
+        let call_result = Python::with_gil(|py| {
+            let ctx_bound = Bound::new(py, py_ctx)?;
+            self.handler
+                .call1(py, (&ctx_bound, msg.into_inner()))?;
+            let ctx_ref = ctx_bound.borrow();
+            Ok::<Vec<Effect>, PyErr>(ctx_ref.take_effects())
+        });
+
+        match call_result {
+            Ok(effects) => {
+                for effect in effects {
+                    match effect {
+                        Effect::Send { addr, msg } => {
+                            let _ = ctx.raw_inner().send_via_queue(
+                                addr,
+                                Box::new(PyMsg(msg)) as Box<dyn Any + Send>,
+                            );
+                        }
+                        Effect::Spawn { addr, handler } => {
+                            let waterlevel = ctx.raw_inner().mailbox_waterlevel();
+                            let actor = PyActor::new(handler);
+                            let actor = Actor::new(addr, Mailbox::new(waterlevel), actor);
+                            let boxed: Box<dyn AnyActor> = Box::new(actor);
+                            let _ = ctx.raw_inner().spawn_any(addr, boxed);
+                        }
+                    }
+                }
+            }
+            Err(e) => {
+                Python::with_gil(|py| {
+                    e.print(py);
+                });
+            }
+        }
+    }
+}
+
+// ─── PyInbox ─────────────────────────────────────────────────────────────────
+
+#[pyclass(name = "Inbox")]
+pub struct PyInbox {
+    inner: Inbox<PyMsg>,
+}
+
+#[pymethods]
+impl PyInbox {
+    #[getter]
+    fn addr(&self) -> PyActorAddress {
+        PyActorAddress::from(*self.inner.addr())
+    }
+
+    fn try_recv(&self) -> Option<PyObject> {
+        self.inner.try_recv().map(|m| m.into_inner())
+    }
+}
+
+// ─── PyRuntimeConfig ─────────────────────────────────────────────────────────
+
+#[pyclass(name = "RuntimeConfig")]
+#[derive(Clone)]
+pub struct PyRuntimeConfig {
+    #[pyo3(get, set)]
+    num_threads: usize,
+    #[pyo3(get, set)]
+    max_actors: usize,
+    #[pyo3(get, set)]
+    actor_max_messages: usize,
+    #[pyo3(get, set)]
+    mailbox_waterlevel: usize,
+    #[pyo3(get, set)]
+    spin_threshold: u32,
+    #[pyo3(get, set)]
+    yield_threshold: u32,
+    #[pyo3(get, set)]
+    sleep_increment_us: u64,
+    #[pyo3(get, set)]
+    sleep_max_us: u64,
+}
+
+#[pymethods]
+impl PyRuntimeConfig {
+    #[new]
+    #[pyo3(signature = (
+        *,
+        num_threads = 1,
+        max_actors = 1_000,
+        actor_max_messages = 1_000,
+        mailbox_waterlevel = 10,
+        spin_threshold = 64,
+        yield_threshold = 256,
+        sleep_increment_us = 50,
+        sleep_max_us = 1_000,
+    ))]
+    fn new(
+        num_threads: usize,
+        max_actors: usize,
+        actor_max_messages: usize,
+        mailbox_waterlevel: usize,
+        spin_threshold: u32,
+        yield_threshold: u32,
+        sleep_increment_us: u64,
+        sleep_max_us: u64,
+    ) -> Self {
+        Self {
+            num_threads,
+            max_actors,
+            actor_max_messages,
+            mailbox_waterlevel,
+            spin_threshold,
+            yield_threshold,
+            sleep_increment_us,
+            sleep_max_us,
+        }
+    }
+}
+
+impl From<PyRuntimeConfig> for RuntimeConfig {
+    fn from(py: PyRuntimeConfig) -> Self {
+        RuntimeConfig {
+            num_threads: py.num_threads,
+            max_actors: py.max_actors,
+            actor_max_messages: py.actor_max_messages,
+            mailbox_waterlevel: py.mailbox_waterlevel,
+            backoff_policy: BackoffPolicy {
+                spin_threshold: py.spin_threshold,
+                yield_threshold: py.yield_threshold,
+                sleep_increment_us: py.sleep_increment_us,
+                sleep_max_us: py.sleep_max_us,
+            },
+        }
+    }
+}
+
+// ─── PyRuntime ───────────────────────────────────────────────────────────────
+
+#[pyclass(name = "Runtime")]
+pub struct PyRuntime {
+    inner: Option<Runtime>,
+}
+
+#[pymethods]
+impl PyRuntime {
+    #[new]
+    #[pyo3(signature = (config=None))]
+    fn new(config: Option<PyRuntimeConfig>) -> Self {
+        let config: RuntimeConfig = match config {
+            Some(c) => c.into(),
+            None => RuntimeConfig::default(),
+        };
+        Self {
+            inner: Some(Runtime::new(config)),
+        }
+    }
+
+    fn spawn(&self, handler: PyObject) -> PyResult<PyActorAddress> {
+        let rt = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        let actor = PyActor::new(handler);
+        let addr = rt.spawn(actor).map_err(to_py_err)?;
+        Ok(PyActorAddress::from(addr))
+    }
+
+    fn send(&self, addr: &PyActorAddress, msg: PyObject) -> PyResult<()> {
+        let rt = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        rt.send_to(addr.inner, PyMsg(msg)).map_err(to_py_err)
+    }
+
+    fn inbox(&self) -> PyResult<PyInbox> {
+        let rt = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        let inbox: Inbox<PyMsg> = rt.new_inbox().map_err(to_py_err)?;
+        Ok(PyInbox { inner: inbox })
+    }
+
+    fn tick(&self) -> PyResult<()> {
+        let rt = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        rt.tick();
+        Ok(())
+    }
+
+    fn run(&mut self, py: Python<'_>) -> PyResult<PyRuntimeHandle> {
+        let rt = self
+            .inner
+            .take()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        let handle = py.allow_threads(|| rt.run().map_err(to_py_err))?;
+        Ok(PyRuntimeHandle {
+            inner: Some(handle),
+        })
+    }
+
+    fn shutdown(&self) -> PyResult<()> {
+        let rt = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| pyo3::exceptions::PyRuntimeError::new_err("Runtime consumed by run()"))?;
+        rt.shutdown();
+        Ok(())
+    }
+}
+
+// ─── PyRuntimeHandle ─────────────────────────────────────────────────────────
+
+#[pyclass(name = "RuntimeHandle")]
+pub struct PyRuntimeHandle {
+    inner: Option<RuntimeHandle>,
+}
+
+#[pymethods]
+impl PyRuntimeHandle {
+    fn spawn(&self, handler: PyObject) -> PyResult<PyActorAddress> {
+        let handle = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("RuntimeHandle consumed by join()")
+            })?;
+        let actor = PyActor::new(handler);
+        let addr = handle.runtime.spawn(actor).map_err(to_py_err)?;
+        Ok(PyActorAddress::from(addr))
+    }
+
+    fn send(&self, addr: &PyActorAddress, msg: PyObject) -> PyResult<()> {
+        let handle = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("RuntimeHandle consumed by join()")
+            })?;
+        handle
+            .runtime
+            .send_to(addr.inner, PyMsg(msg))
+            .map_err(to_py_err)
+    }
+
+    fn inbox(&self) -> PyResult<PyInbox> {
+        let handle = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("RuntimeHandle consumed by join()")
+            })?;
+        let inbox: Inbox<PyMsg> = handle.runtime.new_inbox().map_err(to_py_err)?;
+        Ok(PyInbox { inner: inbox })
+    }
+
+    fn shutdown(&self) -> PyResult<()> {
+        let handle = self
+            .inner
+            .as_ref()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("RuntimeHandle consumed by join()")
+            })?;
+        handle.shutdown();
+        Ok(())
+    }
+
+    fn join(&mut self, py: Python<'_>) -> PyResult<()> {
+        let handle = self
+            .inner
+            .take()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("RuntimeHandle consumed by join()")
+            })?;
+        py.allow_threads(|| handle.join());
+        Ok(())
+    }
+}
+
+// ─── Module registration ─────────────────────────────────────────────────────
+
+pub fn register(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_class::<PyActorAddress>()?;
+    m.add_class::<PyCtx>()?;
+    m.add_class::<PyInbox>()?;
+    m.add_class::<PyRuntimeConfig>()?;
+    m.add_class::<PyRuntime>()?;
+    m.add_class::<PyRuntimeHandle>()?;
+    Ok(())
+}

src/runtime.rs

@@ -10,7 +10,6 @@ use crate::address_map::{AddressMap, Placement, WorkerId};
 use crate::channel::{Receiver, Sender};
 // Re-export config types so existing code using `runtime::RuntimeConfig` still works
 pub use crate::config::{BackoffPolicy, RuntimeConfig};
-use crate::worker::Mailbox;
 use crate::worker::{TickContext, Worker};
 use crate::Error;
 
@@ -64,6 +63,11 @@ impl<'a> Ctx<'a> {
         Self { inner, self_addr }
     }
 
+    #[cfg(feature = "python")]
+    pub(crate) fn raw_inner(&self) -> &dyn ContextInner {
+        self.inner
+    }
+
     /// Returns the address of the actor currently being ticked.
     pub fn self_addr(&self) -> ActorAddress {
         self.self_addr
@@ -77,9 +81,7 @@ impl<'a> Ctx<'a> {
     /// Spawn a new actor, returning its address.
     pub fn spawn<A: ActorInterface>(&self, actor: A) -> Result<ActorAddress, Error> {
         let addr = ActorAddress::new_random();
-        let waterlevel = self.inner.mailbox_waterlevel();
+        let boxed: Box<dyn AnyActor> = Box::new(Actor::new(actor));
-        let actor = Actor::new(addr, Mailbox::new(waterlevel), actor);
-        let boxed: Box<dyn AnyActor> = Box::new(actor);
         self.inner.spawn_any(addr, boxed)?;
         Ok(addr)
     }
@@ -187,8 +189,7 @@ impl Runtime {
         let addr = ActorAddress::new_random();
         let worker_id = self.placement.next_worker();
         self.address_map.insert(addr, worker_id);
-        let actor = Actor::new(addr, Mailbox::new(self.config.mailbox_waterlevel), actor);
+        let boxed: Box<dyn AnyActor> = Box::new(Actor::new(actor));
-        let boxed: Box<dyn AnyActor> = Box::new(actor);
         self.spawn_txs[worker_id.as_usize()]
             .try_send((addr, boxed))
             .map_err(|_| Error::from("Runtime error: spawn queue full"))?;
@@ -233,25 +234,22 @@ impl Runtime {
         }
     }
 
-    /// Spawn worker threads and start processing, returning a set of handles and
+    /// Spawn worker threads and start processing, returning a handle
-    /// a Runtime object to interface with.
+    /// to interact with the runtime and join the threads later.
     ///
-    /// ### WARN:
+    /// Works in both single-threaded and multi-threaded configurations.
-    /// ##### Returns an error if the configuration is set as single threaded
+    /// In single-threaded mode, one background thread is spawned.
-    /// `config.num_threads == 1`
     pub fn run(mut self) -> Result<RuntimeHandle, Error> {
-        if self.config.num_threads < 2 {
-            return Err(Error::from(
-                "Runtime error: cannot call `Runtime::run()` from a single-threaded context.",
-            ));
-        }
-
         self.is_running.store(true, Ordering::Release);
 
-        let workers = self
+        let mut workers: Vec<Worker> = Vec::new();
-            .pending_workers
+
-            .take()
+        if let Some(w) = self.single_worker.take() {
-            .expect("Workers must be present for multi-threaded runtime");
+            workers.push(w.into_inner());
+        }
+        if let Some(ws) = self.pending_workers.take() {
+            workers.extend(ws);
+        }
 
         let rt = Arc::new(self);
         let mut handles: Vec<JoinHandle<()>> = Vec::with_capacity(workers.len());

src/worker/mod.rs

@@ -8,17 +8,17 @@ use crate::actor::{ActorAddress, AnyActor, Message};
 use crate::address_map::{AddressMap, Placement, WorkerId};
 use crate::channel::{Receiver, Sender};
 use crate::config::{BackoffPolicy, RuntimeConfig};
-use crate::runtime::{ContextInner, Envelope, InboxRegistry};
+use crate::runtime::{ContextInner, Ctx, Envelope, InboxRegistry};
 use crate::Error;
 
 /// Shared state passed to tick_once — single thin pointer avoids register spill.
 pub(crate) struct TickContext<'a> {
-    pub address_map: &'a AddressMap,
+    pub(crate) address_map: &'a AddressMap,
-    pub transfer_txs: &'a [Sender<Envelope>],
+    pub(crate) transfer_txs: &'a [Sender<Envelope>],
-    pub spawn_txs: &'a [Sender<(ActorAddress, Box<dyn AnyActor>)>],
+    pub(crate) spawn_txs: &'a [Sender<(ActorAddress, Box<dyn AnyActor>)>],
-    pub placement: &'a Placement,
+    pub(crate) placement: &'a Placement,
-    pub inbox_registry: &'a InboxRegistry,
+    pub(crate) inbox_registry: &'a InboxRegistry,
-    pub config: &'a RuntimeConfig,
+    pub(crate) config: &'a RuntimeConfig,
 }
 
 /// A worker owns a set of actors and runs them in a loop.
@@ -30,7 +30,7 @@ pub(crate) struct Worker {
 }
 
 impl Worker {
-    pub fn new(
+    pub(crate) fn new(
         id: WorkerId,
         transfer_rx: Receiver<Envelope>,
         spawn_rx: Receiver<(ActorAddress, Box<dyn AnyActor>)>,
@@ -44,7 +44,7 @@ impl Worker {
     }
 
     /// Run one iteration of the worker loop. Returns `true` if any work was done.
-    pub fn tick_once(&mut self, tc: &TickContext) -> bool {
+    pub(crate) fn tick_once(&mut self, tc: &TickContext) -> bool {
         let mut did_work = false;
 
         // 1. Drain spawn queue → add actors to pool
@@ -166,9 +166,25 @@ impl ContextInner for WorkerContext<'_> {
     }
 }
 
-/// Per-worker actor storage.
+/// How many messages to process this tick:
+/// - `len < waterlevel` → process all (`len`)
+/// - `len >= waterlevel` → process half (`len >> 1`)
+pub(crate) fn drain_count(len: usize, waterlevel: usize) -> usize {
+    if len < waterlevel {
+        len
+    } else {
+        len >> 1
+    }
+}
+
+struct ActorSlot {
+    mailbox: VecDeque<Box<dyn Any + Send>>,
+    actor: Box<dyn AnyActor>,
+}
+
+/// Per-worker actor storage. Owns per-actor mailboxes.
 pub(crate) struct ActorPool {
-    actors: HashMap<ActorAddress, Box<dyn AnyActor>>,
+    actors: HashMap<ActorAddress, ActorSlot>,
 }
 
 impl ActorPool {
@@ -179,18 +195,22 @@ impl ActorPool {
     }
 
     pub fn insert(&mut self, addr: ActorAddress, actor: Box<dyn AnyActor>) {
-        self.actors.insert(addr, actor);
+        self.actors.insert(addr, ActorSlot {
+            mailbox: VecDeque::new(),
+            actor,
+        });
     }
 
     pub fn remove(&mut self, addr: &ActorAddress) -> Option<Box<dyn AnyActor>> {
-        self.actors.remove(addr)
+        self.actors.remove(addr).map(|slot| slot.actor)
     }
 
     /// Deliver a type-erased message to the actor at `addr`.
-    /// Returns `true` if the actor was found and the message type matched.
+    /// Returns `true` if the actor exists (message is queued; type check deferred to tick).
     pub fn deliver(&mut self, addr: &ActorAddress, msg: Box<dyn Any + Send>) -> bool {
-        if let Some(actor) = self.actors.get_mut(addr) {
+        if let Some(slot) = self.actors.get_mut(addr) {
-            actor.deliver(msg)
+            slot.mailbox.push_back(msg);
+            true
         } else {
             false
         }
@@ -199,8 +219,16 @@ impl ActorPool {
     /// Tick all actors in the pool. Returns `true` if any actor processed messages.
     pub fn tick_all(&mut self, inner: &dyn ContextInner) -> bool {
         let mut did_work = false;
-        for actor in self.actors.values_mut() {
+        for (&addr, slot) in self.actors.iter_mut() {
-            if actor.tick(inner) {
+            let len = slot.mailbox.len();
+            let n = drain_count(len, inner.mailbox_waterlevel());
+            if n > 0 {
+                let ctx = Ctx::new(inner, addr);
+                for _ in 0..n {
+                    if let Some(msg) = slot.mailbox.pop_front() {
+                        slot.actor.handle_any(&ctx, msg);
+                    }
+                }
                 did_work = true;
             }
         }
@@ -247,12 +275,9 @@ impl<M: Message> Mailbox<M> {
     /// - `len < waterlevel` → process all (`len`)
     /// - `len >= waterlevel` → process half (`len >> 1`)
     pub fn drain_count(&self) -> usize {
-        let len = self.queue.len();
+        drain_count(self.queue.len(), self.waterlevel)
-        if len < self.waterlevel {
-            len
-        } else {
-            len >> 1
-        }
     }
 }
 
+#[cfg(test)]
+mod tests;

src/worker/tests.rs

@@ -0,0 +1,612 @@
+use std::any::Any;
+use std::sync::atomic::{AtomicBool, AtomicUsize, Ordering};
+use std::sync::Arc;
+use std::thread;
+
+use crate::actor::{ActorAddress, AnyActor};
+use crate::address_map::{AddressMap, Placement, WorkerId};
+use crate::channel::Receiver;
+use crate::config::{BackoffPolicy, RuntimeConfig};
+use crate::runtime::{ContextInner, Ctx, Envelope, InboxRegistry};
+use super::{ActorPool, Mailbox, TickContext, Worker};
+use crate::Error;
+
+// ── Test helpers ────────────────────────────────────────────────────
+
+#[derive(Clone, Debug, PartialEq)]
+struct TestMsg(u64);
+
+/// A minimal actor that counts how many messages it handled.
+struct CounterActor {
+    counter: Arc<AtomicUsize>,
+}
+
+impl AnyActor for CounterActor {
+    fn handle_any(&mut self, _ctx: &Ctx, msg: Box<dyn Any + Send>) {
+        if msg.downcast::<u64>().is_ok() {
+            self.counter.fetch_add(1, Ordering::Relaxed);
+        }
+    }
+}
+
+fn make_test_actor(
+    _addr: ActorAddress,
+) -> (Box<dyn AnyActor>, Arc<AtomicUsize>) {
+    let counter = Arc::new(AtomicUsize::new(0));
+    let actor = CounterActor {
+        counter: counter.clone(),
+    };
+    (Box::new(actor), counter)
+}
+
+/// No-op ContextInner for ActorPool tests.
+struct StubContextInner {
+    waterlevel: usize,
+}
+
+impl ContextInner for StubContextInner {
+    fn send_any(&self, _addr: ActorAddress, _msg: Box<dyn Any + Send>) -> Result<(), Error> {
+        Ok(())
+    }
+
+    fn spawn_any(&self, _addr: ActorAddress, _actor: Box<dyn AnyActor>) -> Result<(), Error> {
+        Ok(())
+    }
+
+    fn mailbox_waterlevel(&self) -> usize {
+        self.waterlevel
+    }
+}
+
+fn make_addr(id: u8) -> ActorAddress {
+    let mut bytes = [0u8; 32];
+    bytes[0] = id;
+    ActorAddress(bytes)
+}
+
+// ── Mailbox tests ───────────────────────────────────────────────────
+
+#[test]
+fn mailbox_new_is_empty() {
+    let mb: Mailbox<u64> = Mailbox::new(10);
+    assert_eq!(mb.len(), 0);
+    assert!(mb.is_empty());
+}
+
+#[test]
+fn mailbox_push_increments_len() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    mb.push(1);
+    assert_eq!(mb.len(), 1);
+    mb.push(2);
+    assert_eq!(mb.len(), 2);
+}
+
+#[test]
+fn mailbox_pop_returns_fifo_order() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    mb.push(10);
+    mb.push(20);
+    mb.push(30);
+    assert_eq!(mb.pop(), Some(10));
+    assert_eq!(mb.pop(), Some(20));
+    assert_eq!(mb.pop(), Some(30));
+}
+
+#[test]
+fn mailbox_pop_empty_returns_none() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    assert_eq!(mb.pop(), None);
+}
+
+#[test]
+fn mailbox_pop_drains_to_empty() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    mb.push(1);
+    mb.push(2);
+    mb.pop();
+    mb.pop();
+    assert!(mb.is_empty());
+    assert_eq!(mb.len(), 0);
+}
+
+#[test]
+fn mailbox_push_pop_interleaved() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    mb.push(1);
+    mb.push(2);
+    assert_eq!(mb.pop(), Some(1));
+    mb.push(3);
+    assert_eq!(mb.pop(), Some(2));
+    assert_eq!(mb.pop(), Some(3));
+    assert_eq!(mb.pop(), None);
+}
+
+#[test]
+fn drain_count_empty() {
+    let mb: Mailbox<u64> = Mailbox::new(10);
+    assert_eq!(mb.drain_count(), 0);
+}
+
+#[test]
+fn drain_count_below_waterlevel() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..5 {
+        mb.push(i);
+    }
+    assert_eq!(mb.drain_count(), 5);
+}
+
+#[test]
+fn drain_count_at_waterlevel_minus_one() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..9 {
+        mb.push(i);
+    }
+    // len=9 < waterlevel=10 → returns len
+    assert_eq!(mb.drain_count(), 9);
+}
+
+#[test]
+fn drain_count_at_waterlevel() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..10 {
+        mb.push(i);
+    }
+    // len=10 >= waterlevel=10 → returns len >> 1 = 5
+    assert_eq!(mb.drain_count(), 5);
+}
+
+#[test]
+fn drain_count_at_waterlevel_plus_one() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..11 {
+        mb.push(i);
+    }
+    // len=11 >= waterlevel=10 → returns 11 >> 1 = 5
+    assert_eq!(mb.drain_count(), 5);
+}
+
+#[test]
+fn drain_count_well_above_waterlevel() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..100 {
+        mb.push(i);
+    }
+    // len=100 >= waterlevel=10 → returns 100 >> 1 = 50
+    assert_eq!(mb.drain_count(), 50);
+}
+
+#[test]
+fn drain_count_odd_len_truncates() {
+    let mut mb: Mailbox<u64> = Mailbox::new(1);
+    for i in 0..7 {
+        mb.push(i);
+    }
+    // len=7 >= waterlevel=1 → returns 7 >> 1 = 3
+    assert_eq!(mb.drain_count(), 3);
+}
+
+#[test]
+fn drain_count_waterlevel_one() {
+    let mut mb: Mailbox<u64> = Mailbox::new(1);
+    mb.push(42);
+    // len=1 >= waterlevel=1 → returns 1 >> 1 = 0
+    assert_eq!(mb.drain_count(), 0);
+}
+
+#[test]
+fn drain_count_waterlevel_zero() {
+    // waterlevel=0 means len >= 0 is always true → always half-drain
+    let mb: Mailbox<u64> = Mailbox::new(0);
+    assert_eq!(mb.drain_count(), 0); // empty: 0 >> 1 = 0
+
+    let mut mb2: Mailbox<u64> = Mailbox::new(0);
+    mb2.push(1);
+    // len=1 >= waterlevel=0 → returns 1 >> 1 = 0
+    assert_eq!(mb2.drain_count(), 0);
+
+    let mut mb3: Mailbox<u64> = Mailbox::new(0);
+    mb3.push(1);
+    mb3.push(2);
+    // len=2 >= waterlevel=0 → returns 2 >> 1 = 1
+    assert_eq!(mb3.drain_count(), 1);
+}
+
+#[test]
+fn drain_count_does_not_mutate() {
+    let mut mb: Mailbox<u64> = Mailbox::new(10);
+    for i in 0..5 {
+        mb.push(i);
+    }
+    let dc1 = mb.drain_count();
+    let dc2 = mb.drain_count();
+    assert_eq!(dc1, dc2);
+    assert_eq!(mb.len(), 5);
+}
+
+#[test]
+fn drain_count_large_waterlevel() {
+    let mut mb: Mailbox<u64> = Mailbox::new(usize::MAX);
+    for i in 0..100 {
+        mb.push(i);
+    }
+    // len=100 < waterlevel=usize::MAX → always full drain
+    assert_eq!(mb.drain_count(), 100);
+}
+
+#[test]
+fn mailbox_with_struct_messages() {
+    let mut mb: Mailbox<TestMsg> = Mailbox::new(10);
+    mb.push(TestMsg(1));
+    mb.push(TestMsg(2));
+    assert_eq!(mb.pop(), Some(TestMsg(1)));
+    assert_eq!(mb.pop(), Some(TestMsg(2)));
+    assert!(mb.is_empty());
+}
+
+// ── ActorPool tests ─────────────────────────────────────────────────
+
+#[test]
+fn pool_new_is_empty() {
+    let pool = ActorPool::new();
+    assert_eq!(pool.len(), 0);
+}
+
+#[test]
+fn pool_insert_increments_len() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    pool.insert(addr, actor);
+    assert_eq!(pool.len(), 1);
+
+    let addr2 = make_addr(2);
+    let (actor2, _) = make_test_actor(addr2);
+    pool.insert(addr2, actor2);
+    assert_eq!(pool.len(), 2);
+}
+
+#[test]
+fn pool_remove_returns_actor() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    pool.insert(addr, actor);
+    assert!(pool.remove(&addr).is_some());
+    assert_eq!(pool.len(), 0);
+}
+
+#[test]
+fn pool_remove_unknown_returns_none() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(99);
+    assert!(pool.remove(&addr).is_none());
+}
+
+#[test]
+fn pool_deliver_correct_type() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    pool.insert(addr, actor);
+
+    let msg: Box<dyn Any + Send> = Box::new(42u64);
+    assert!(pool.deliver(&addr, msg));
+}
+
+#[test]
+fn pool_deliver_unknown_addr() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(99);
+    let msg: Box<dyn Any + Send> = Box::new(42u64);
+    assert!(!pool.deliver(&addr, msg));
+}
+
+#[test]
+fn pool_deliver_wrong_type() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    pool.insert(addr, actor);
+
+    // Actor expects u64, we send String — queued (type check deferred to tick)
+    let msg: Box<dyn Any + Send> = Box::new("wrong type".to_string());
+    assert!(pool.deliver(&addr, msg));
+}
+
+#[test]
+fn pool_tick_all_processes_messages() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, counter) = make_test_actor(addr);
+    pool.insert(addr, actor);
+
+    // Deliver 3 messages
+    pool.deliver(&addr, Box::new(1u64));
+    pool.deliver(&addr, Box::new(2u64));
+    pool.deliver(&addr, Box::new(3u64));
+
+    let stub = StubContextInner { waterlevel: 100 };
+    let did_work = pool.tick_all(&stub);
+    assert!(did_work);
+    assert_eq!(counter.load(Ordering::Relaxed), 3);
+}
+
+#[test]
+fn pool_tick_all_empty_returns_false() {
+    let mut pool = ActorPool::new();
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    pool.insert(addr, actor);
+
+    // No messages delivered
+    let stub = StubContextInner { waterlevel: 100 };
+    let did_work = pool.tick_all(&stub);
+    assert!(!did_work);
+}
+
+// ── Worker tests ────────────────────────────────────────────────────
+
+#[test]
+fn worker_tick_once_no_work() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx],
+        spawn_txs: &[spawn_tx],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    assert!(!worker.tick_once(&tc));
+}
+
+#[test]
+fn worker_tick_once_drains_spawns() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+
+    let addr = make_addr(1);
+    let (actor, _) = make_test_actor(addr);
+    spawn_tx.try_send((addr, actor)).ok().unwrap();
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx],
+        spawn_txs: &[spawn_tx],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    assert!(worker.tick_once(&tc));
+    assert_eq!(worker.pool.len(), 1);
+}
+
+#[test]
+fn worker_tick_once_drains_transfers() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let transfer_tx2 = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+    let spawn_tx2 = spawn_rx.new_sender();
+
+    let addr = make_addr(1);
+    let (actor, counter) = make_test_actor(addr);
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    // Spawn the actor first
+    spawn_tx.try_send((addr, actor)).ok().unwrap();
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx2],
+        spawn_txs: &[spawn_tx2],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    worker.tick_once(&tc); // drain spawns
+
+    // Now send a transfer envelope
+    let envelope = Envelope::new(addr, Box::new(42u64));
+    transfer_tx.try_send(envelope).ok().unwrap();
+
+    // Tick again to drain transfers + tick actors
+    let did_work = worker.tick_once(&tc);
+    assert!(did_work);
+    assert_eq!(counter.load(Ordering::Relaxed), 1);
+}
+
+#[test]
+fn worker_tick_once_processes_messages() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let transfer_tx2 = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+    let spawn_tx2 = spawn_rx.new_sender();
+
+    let addr = make_addr(1);
+    let (actor, counter) = make_test_actor(addr);
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    spawn_tx.try_send((addr, actor)).ok().unwrap();
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx2],
+        spawn_txs: &[spawn_tx2],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    worker.tick_once(&tc); // spawn
+
+    // Deliver multiple messages
+    for i in 0..5u64 {
+        transfer_tx
+            .try_send(Envelope::new(addr, Box::new(i)))
+            .ok()
+            .unwrap();
+    }
+
+    worker.tick_once(&tc); // transfer + tick
+    assert_eq!(counter.load(Ordering::Relaxed), 5);
+}
+
+#[test]
+fn worker_tick_once_multiple_spawns() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+
+    for i in 0..5u8 {
+        let addr = make_addr(i);
+        let (actor, _) = make_test_actor(addr);
+        spawn_tx.try_send((addr, actor)).ok().unwrap();
+    }
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx],
+        spawn_txs: &[spawn_tx],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    assert!(worker.tick_once(&tc));
+    assert_eq!(worker.pool.len(), 5);
+}
+
+#[test]
+fn worker_tick_once_wrong_type_no_panic() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let transfer_tx2 = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+    let spawn_tx2 = spawn_rx.new_sender();
+
+    let addr = make_addr(1);
+    let (actor, counter) = make_test_actor(addr);
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+
+    spawn_tx.try_send((addr, actor)).ok().unwrap();
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx2],
+        spawn_txs: &[spawn_tx2],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    worker.tick_once(&tc); // spawn
+
+    // Send wrong type (String instead of u64) — should not panic
+    let bad_envelope = Envelope::new(addr, Box::new("wrong".to_string()));
+    transfer_tx.try_send(bad_envelope).ok().unwrap();
+
+    // Send correct type after
+    let good_envelope = Envelope::new(addr, Box::new(99u64));
+    transfer_tx.try_send(good_envelope).ok().unwrap();
+
+    worker.tick_once(&tc); // transfer + tick
+    // The correct message should still be processed
+    assert_eq!(counter.load(Ordering::Relaxed), 1);
+}
+
+#[test]
+fn worker_run_stops_on_signal() {
+    let transfer_rx = Receiver::<Envelope>::new(64);
+    let spawn_rx = Receiver::<(ActorAddress, Box<dyn AnyActor>)>::new(64);
+
+    let transfer_tx = transfer_rx.new_sender();
+    let spawn_tx = spawn_rx.new_sender();
+
+    let mut worker = Worker::new(WorkerId(0), transfer_rx, spawn_rx);
+    let is_running = AtomicBool::new(false); // start as false → should exit immediately
+    let backoff = BackoffPolicy::default();
+
+    let address_map = AddressMap::new();
+    let placement = Placement::new(1);
+    let inbox_registry = InboxRegistry::new();
+    let config = RuntimeConfig::default();
+
+    let tc = TickContext {
+        address_map: &address_map,
+        transfer_txs: &[transfer_tx],
+        spawn_txs: &[spawn_tx],
+        placement: &placement,
+        inbox_registry: &inbox_registry,
+        config: &config,
+    };
+
+    // Run in a scoped thread to verify it actually terminates
+    thread::scope(|s| {
+        s.spawn(|| {
+            worker.run(&tc, &is_running, &backoff);
+        });
+    });
+    // If we get here, the thread exited — test passes
+}

tests/test_python.py

@@ -0,0 +1,162 @@
+"""Tests for swactor Python bindings."""
+
+import unittest
+from swactor import Runtime, RuntimeConfig, ActorAddress
+
+
+class TestActorAddress(unittest.TestCase):
+    def test_repr(self):
+        rt = Runtime()
+        addr = rt.spawn(lambda ctx, msg: None)
+        r = repr(addr)
+        self.assertTrue(r.startswith("ActorAddress("))
+        self.assertTrue(r.endswith(")"))
+        # hex string should be 64 chars (32 bytes)
+        hex_part = r[len("ActorAddress("):-1]
+        self.assertEqual(len(hex_part), 64)
+
+    def test_hex(self):
+        rt = Runtime()
+        addr = rt.spawn(lambda ctx, msg: None)
+        self.assertEqual(len(addr.hex()), 64)
+
+    def test_to_bytes(self):
+        rt = Runtime()
+        addr = rt.spawn(lambda ctx, msg: None)
+        self.assertEqual(len(addr.to_bytes()), 32)
+
+    def test_equality(self):
+        rt = Runtime()
+        addr = rt.spawn(lambda ctx, msg: None)
+        # Same address object should be equal to itself
+        self.assertEqual(addr, addr)
+
+    def test_hashable(self):
+        rt = Runtime()
+        addr1 = rt.spawn(lambda ctx, msg: None)
+        addr2 = rt.spawn(lambda ctx, msg: None)
+        s = {addr1, addr2}
+        self.assertEqual(len(s), 2)
+        s.add(addr1)
+        self.assertEqual(len(s), 2)
+
+
+class TestRuntimeConfig(unittest.TestCase):
+    def test_defaults(self):
+        cfg = RuntimeConfig()
+        self.assertEqual(cfg.num_threads, 1)
+        self.assertEqual(cfg.max_actors, 1000)
+        self.assertEqual(cfg.actor_max_messages, 1000)
+        self.assertEqual(cfg.mailbox_waterlevel, 10)
+        self.assertEqual(cfg.spin_threshold, 64)
+        self.assertEqual(cfg.yield_threshold, 256)
+        self.assertEqual(cfg.sleep_increment_us, 50)
+        self.assertEqual(cfg.sleep_max_us, 1000)
+
+    def test_custom(self):
+        cfg = RuntimeConfig(num_threads=4, max_actors=500)
+        self.assertEqual(cfg.num_threads, 4)
+        self.assertEqual(cfg.max_actors, 500)
+
+
+class TestSingleThreaded(unittest.TestCase):
+    def test_echo(self):
+        """Spawn an echo actor, send a message, tick, and recv."""
+        rt = Runtime()
+
+        def echo(ctx, msg):
+            ctx.send(msg["reply_to"], msg["payload"])
+
+        addr = rt.spawn(echo)
+        inbox = rt.inbox()
+        rt.send(addr, {"payload": "hello", "reply_to": inbox.addr})
+        rt.tick()
+        result = inbox.try_recv()
+        self.assertEqual(result, "hello")
+
+    def test_spawn_from_handler(self):
+        """Actor spawns a child and forwards work to it."""
+        rt = Runtime()
+
+        def child(ctx, msg):
+            ctx.send(msg["reply_to"], "from_child")
+
+        def parent(ctx, msg):
+            c = ctx.spawn(child)
+            ctx.send(c, {"reply_to": msg["reply_to"]})
+
+        addr = rt.spawn(parent)
+        inbox = rt.inbox()
+        rt.send(addr, {"reply_to": inbox.addr})
+        # First tick: parent runs, spawns child, sends to child
+        rt.tick()
+        # Second tick: child runs, sends to inbox
+        rt.tick()
+        result = inbox.try_recv()
+        self.assertEqual(result, "from_child")
+
+    def test_stateful_actor(self):
+        """Callable class maintains state across messages."""
+        rt = Runtime()
+
+        class Counter:
+            def __init__(self):
+                self.n = 0
+
+            def __call__(self, ctx, msg):
+                self.n += 1
+                ctx.send(msg["reply_to"], self.n)
+
+        addr = rt.spawn(Counter())
+        inbox = rt.inbox()
+        rt.send(addr, {"reply_to": inbox.addr})
+        rt.send(addr, {"reply_to": inbox.addr})
+        rt.tick()
+        self.assertEqual(inbox.try_recv(), 1)
+        self.assertEqual(inbox.try_recv(), 2)
+
+    def test_no_message_returns_none(self):
+        rt = Runtime()
+        inbox = rt.inbox()
+        self.assertIsNone(inbox.try_recv())
+
+
+class TestMultiThreaded(unittest.TestCase):
+    def test_run_shutdown_join(self):
+        """Multi-threaded runtime can spawn, send, and receive."""
+        import time
+
+        rt = Runtime(RuntimeConfig(num_threads=2))
+
+        def echo(ctx, msg):
+            ctx.send(msg["reply_to"], msg["payload"])
+
+        addr = rt.spawn(echo)
+        inbox = rt.inbox()
+        handle = rt.run()
+        handle.send(addr, {"payload": "mt_hello", "reply_to": inbox.addr})
+
+        # Poll for result
+        result = None
+        for _ in range(100):
+            result = inbox.try_recv()
+            if result is not None:
+                break
+            time.sleep(0.01)
+        self.assertEqual(result, "mt_hello")
+
+        handle.shutdown()
+        handle.join()
+
+    def test_run_consumes_runtime(self):
+        """After run(), tick() should raise."""
+        rt = Runtime(RuntimeConfig(num_threads=2))
+        handle = rt.run()
+        with self.assertRaises(RuntimeError):
+            rt.tick()
+        handle.shutdown()
+        handle.join()
+
+
+if __name__ == "__main__":
+    unittest.main()

uv.lock

@@ -0,0 +1,8 @@
+version = 1
+revision = 3
+requires-python = ">=3.9"
+
+[[package]]
+name = "swactor"
+version = "0.1.0"
+source = { editable = "." }