diff --git a/CONTEXT.md b/CONTEXT.md
new file mode 100644
index 0000000..956514b
--- /dev/null
+++ b/CONTEXT.md
@@ -0,0 +1,29 @@
+# IPython Shell Execution
+
+This project exposes persistent Python environments through web and model-facing adapters. The glossary keeps the long-lived execution environment distinct from each individual code execution.
+
+## Execution
+
+**Shell**:
+A persistent, isolated Python environment that retains its namespace and execution state across calls.
+_Avoid_: Session, request, call
+
+**Call**:
+One request to execute code in one shell. A call has its own identity and lifecycle, can emit ordered events, can pause for input, and eventually produces a result or error.
+_Avoid_: Shell, session, task
+
+**Call ID**:
+The application-facing identity of one call, used to associate its events, input requests, and final result. Any execution ID used internally by a transport is not part of this identity.
+_Avoid_: Execution count, kernel ID
+
+**Call Event**:
+An ordered observable part of a call, such as standard output, standard error, display data, an input request, or an execution error.
+_Avoid_: Log line, transport message
+
+**App**:
+The owner of the available shells and calls. It resolves shell selectors such as `new`, `last`, or a named shell and routes each call to its target shell.
+_Avoid_: Server, session
+
+**Shell Name**:
+A user-facing selector for a shell. `new` requests a fresh shell, `last` selects the most recently selected shell, and any other name identifies a reusable named shell.
+_Avoid_: Shell ID, kernel name
diff --git a/pyproject.toml b/pyproject.toml
index 09cb244..e62dab2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ dependencies = [
 [project.scripts]
 ipython-demo = "ipython_shell.app:main"
 ipython-shell = "ipython_shell.app:main"
-ipython-webapp = "ipython_webapp.app:main"
+ipython-webapp = "ipython_webapp:main"
 ipython-jupyter-webapp = "ipython_webapp.jupyter.app:main"
 ipython-mcp = "ipython_mcp.app:main"
 
diff --git a/src/ipython_shell/jupyter/transport.py b/src/ipython_shell/jupyter/transport.py
index fa3f809..891b673 100644
--- a/src/ipython_shell/jupyter/transport.py
+++ b/src/ipython_shell/jupyter/transport.py
@@ -3,7 +3,7 @@ from collections.abc import AsyncIterator, Awaitable, Callable
 from dataclasses import dataclass
 from typing import Any
 
-from jupyter_client import AsyncKernelManager
+from jupyter_client.manager import AsyncKernelManager
 
 
 @dataclass
@@ -34,9 +34,9 @@ class JupyterTransport:
         self._active_call: str | None = None
         self._call_lock = asyncio.Lock()
         self._waiting_for_input: str | None = None
-        self._message_queue: asyncio.Queue[
-            tuple[str, dict[str, Any] | BaseException]
-        ] | None = None
+        self._message_queue: (
+            asyncio.Queue[tuple[str, dict[str, Any] | BaseException]] | None
+        ) = None
         self._reader_tasks: set[asyncio.Task[None]] = set()
 
     async def start(self) -> None:
@@ -68,7 +68,7 @@ class JupyterTransport:
     async def _read_channel(
         self,
         channel: str,
-        get_message: Callable[[], Awaitable[dict[str, Any]]],
+        get_message: Callable[..., Awaitable[dict[str, Any]]],
     ) -> None:
         """Read one ZMQ channel continuously into the transport queue."""
         if self._message_queue is None:
@@ -143,9 +143,7 @@ class JupyterTransport:
                     msg_type=message["msg_type"],
                     parent_id=parent_id,
                     content=dict(message.get("content", {})),
-                    buffers=[
-                        bytes(buffer) for buffer in message.get("buffers", [])
-                    ],
+                    buffers=[bytes(buffer) for buffer in message.get("buffers", [])],
                 )
                 if decoded.msg_type == "execute_reply":
                     # The shell reply and IOPub messages use different
diff --git a/src/ipython_shell/utils.py b/src/ipython_shell/utils.py
index 3ee3dbc..a54b9a8 100644
--- a/src/ipython_shell/utils.py
+++ b/src/ipython_shell/utils.py
@@ -1,4 +1,7 @@
 import inspect
+import secrets
+from collections.abc import Sequence
+from typing import Literal
 from uuid import uuid4
 
 from wonderwords import RandomWord
@@ -22,3 +25,21 @@ def generate_good_names() -> str:
     adjective = _WORD_GENERATOR.word(include_categories=["adjectives"])
     noun = _WORD_GENERATOR.word(include_categories=["nouns"])
     return f"{adjective}-{noun}-{uuid4().hex[:4]}"
+
+
+type WordCategory = Literal["adjectives", "nouns", "verbs"]
+type WordCategory1 = Literal["adjective", "noun", "verb"]
+
+
+def generate_omfg_names(uhh: Sequence[WordCategory | WordCategory1 | int]) -> str:
+    """Generate a readable, collision-resistant shell name.
+
+    Example: generate_omfg_names(["adjectives", "nouns", 4]) -> "happy-dog-1a2b"
+    """
+    words: list[str] = []
+    for category in uhh:
+        if isinstance(category, int):
+            words.append(secrets.token_hex((category + 1) // 2)[:category])  # what?
+        else:
+            words.append(_WORD_GENERATOR.word(include_categories=[category]))
+    return "-".join(words)
diff --git a/src/ipython_webapp/__init__.py b/src/ipython_webapp/__init__.py
index e69de29..1e1c283 100644
--- a/src/ipython_webapp/__init__.py
+++ b/src/ipython_webapp/__init__.py
@@ -0,0 +1,25 @@
+import argparse
+
+
+def main() -> None:
+    from .app import app as interactive_shell_app
+    from .jupyter import app as jupyter_app
+
+    parser = argparse.ArgumentParser(description="Run the Jupyter shell web app.")
+
+    parser.add_argument(
+        "--jupyter",
+        action="store_true",
+        help="Run the Jupyter shell web app.",
+    )
+    args = parser.parse_args()
+    import uvicorn
+
+    if args.jupyter:
+        uvicorn.run(jupyter_app, host="::", port=8000, log_level="info")
+    else:
+        uvicorn.run(interactive_shell_app, host="::", port=8000, log_level="info")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/ipython_webapp/jupyter/app.py b/src/ipython_webapp/jupyter/app.py
index 795f343..96aad78 100644
--- a/src/ipython_webapp/jupyter/app.py
+++ b/src/ipython_webapp/jupyter/app.py
@@ -52,7 +52,10 @@ async def _stream_events(code: str, shell_name: str) -> AsyncIterator[str]:
 async def run_code(
     shell_name: Annotated[
         str,
-        Path(..., description="The Jupyter shell to run code in"),
+        Path(
+            ...,
+            description="The Jupyter shell to run code in. Existing shell guess. 'new' creates a new shell, 'last' uses the most recent shell.",
+        ),
     ],
     code: Annotated[
         str,
diff --git a/tests/test_transport.py b/tests/test_transport.py
index 586fc88..cc2a540 100644
--- a/tests/test_transport.py
+++ b/tests/test_transport.py
@@ -29,9 +29,7 @@ class AsyncTransportTests(unittest.IsolatedAsyncioTestCase):
         try:
             readers = set(transport._reader_tasks)
             call_id = await transport.execute("2 + 2")
-            messages = [
-                message async for message in transport.messages_for(call_id)
-            ]
+            messages = [message async for message in transport.messages_for(call_id)]
 
             self.assertEqual(len(readers), 3)
             self.assertEqual(transport._reader_tasks, readers)