diff --git a/projects/jdwp/codegen/BUCK b/projects/jdwp/codegen/BUCK
index 1e63709..f33b9bb 100644
--- a/projects/jdwp/codegen/BUCK
+++ b/projects/jdwp/codegen/BUCK
@@ -9,6 +9,15 @@ python_binary(
     visibility=["//projects/jdwp/runtime/..."],
 )
 
+python_binary(
+    name="generate-dataclasses",
+    main_module="projects.jdwp.codegen.dataclass_generator",
+    deps=[
+        ":codegen",
+    ],
+    visibility=["//projects/jdwp/runtime/..."],
+)
+
 python_library(
     name="codegen",
     srcs=glob(["**/*.py"]),
diff --git a/projects/jdwp/codegen/dataclass_generator.py b/projects/jdwp/codegen/dataclass_generator.py
index 12276ba..b710354 100644
--- a/projects/jdwp/codegen/dataclass_generator.py
+++ b/projects/jdwp/codegen/dataclass_generator.py
@@ -1,5 +1,6 @@
 # Copyright (c) Meta Platforms, Inc. and affiliates.
 
+import enum
 from textwrap import dedent
 from projects.jdwp.codegen.types import python_type_for
 import typing
@@ -7,6 +8,8 @@
 from projects.jdwp.defs.schema import (
     Array,
     ArrayLength,
+    Command,
+    CommandSet,
     Field,
     Struct,
     TaggedUnion,
@@ -59,14 +62,13 @@ def __generate_dataclass(self, struct: Struct) -> str:
         class_def = f"@dataclasses.dataclass(frozen=True)\nclass {name}:\n{fields_def}"
         return dedent(class_def)
 
-    def generate(self):
-        return [
-            self.__generate_dataclass(nested)
-            for _, _, nested in reversed(list(nested_structs(self.__root)))
-        ] + [self.__generate_dataclass(self.__root)]
+    def generate(self) -> typing.Generator[str, None, None]:
+        for _, _, nested in reversed(list(nested_structs(self.__root))):
+            yield self.__generate_dataclass(nested)
+        yield self.__generate_dataclass(self.__root)
 
 
-def format_enum_name(enum_value):
+def format_enum_name(enum_value: enum.Enum) -> str:
     words = enum_value.name.split("_")
     formatted_name = "".join(word.capitalize() for word in words)
     return f"{formatted_name}Type"
@@ -110,3 +112,42 @@ def compute_struct_names(root: Struct, name: str) -> typing.Mapping[Struct, str]
                         case_struct
                     ] = f"{names[parent]}{sanitized_field_name}Case{case_name}"
     return names
+
+
+def generate_for_command(command: Command) -> typing.Generator[str, None, None]:
+    if command.out:
+        yield from StructGenerator(command.out, f"{command.name}Out").generate()
+    if command.reply:
+        yield from StructGenerator(command.reply, f"{command.name}Reply").generate()
+
+
+def generate_for_command_set(
+    command_set: CommandSet,
+) -> typing.Generator[str, None, None]:
+    for command in command_set.commands:
+        yield from generate_for_command(command)
+
+
+def generate_for_all_command_sets() -> typing.Generator[str, None, None]:
+    # TODO: refactor this once PR90 is merged
+    from projects.jdwp.defs.command_sets.virtual_machine import VirtualMachine
+    from projects.jdwp.defs.command_sets.reference_type import ReferenceType
+    from projects.jdwp.defs.command_sets.event_request import EventRequest
+
+    yield from generate_for_command_set(VirtualMachine)
+    yield from generate_for_command_set(ReferenceType)
+    yield from generate_for_command_set(EventRequest)
+
+
+def main():
+    print("import dataclasses")
+    print("import typing")
+    print("from projects.jdwp.runtime.type_aliases import *")
+
+    for struct_definition in generate_for_all_command_sets():
+        print()
+        print(struct_definition)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/projects/jdwp/runtime/BUCK b/projects/jdwp/runtime/BUCK
index 2c75ba2..03d4a2e 100644
--- a/projects/jdwp/runtime/BUCK
+++ b/projects/jdwp/runtime/BUCK
@@ -6,9 +6,16 @@ genrule(
   cmd = "$(exe //projects/jdwp/codegen:generate-new-types) > $OUT",
 )
 
+genrule(
+  name = "structs",
+  out = "structs.py",
+  cmd = "$(exe //projects/jdwp/codegen:generate-dataclasses) > $OUT",
+)
+
 python_library(
   name = "runtime",
   srcs = [
+    ":structs",
     ":type-aliases",
     "async_streams.py",
     "jdwpstruct.py",
diff --git a/projects/jdwp/tests/runtime/structs.py b/projects/jdwp/tests/runtime/structs.py
new file mode 100644
index 0000000..1ddea56
--- /dev/null
+++ b/projects/jdwp/tests/runtime/structs.py
@@ -0,0 +1,8 @@
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+
+import unittest
+
+
+class GeneratedStructsTest(unittest.TestCase):
+    def test_structs_can_be_imported(self):
+        from projects.jdwp.runtime.structs import IDSizesReply
diff --git a/projects/jdwp/tests/test_dataclass_generator.py b/projects/jdwp/tests/test_dataclass_generator.py
index d69edd9..4114689 100644
--- a/projects/jdwp/tests/test_dataclass_generator.py
+++ b/projects/jdwp/tests/test_dataclass_generator.py
@@ -23,7 +23,7 @@ def test_simple_struct(self):
             "    id: int"
         ]
 
-        self.assertEqual(result, expected)
+        self.assertSequenceEqual(list(result), expected)
 
     def test_nested_struct(self):
         inner_struct = Struct(
@@ -54,7 +54,7 @@ def test_nested_struct(self):
             "    nested: OuterStructNested",
         ]
 
-        self.assertEqual(result, expected)
+        self.assertSequenceEqual(list(result), expected)
 
     def test_struct_in_array(self):
         # Define a structure
@@ -101,4 +101,4 @@ def test_struct_in_array(self):
             "    arrayOfElements: typing.List[ArrayStructArrayOfElementsElement]",
         ]
 
-        self.assertEqual(result, expected)
+        self.assertSequenceEqual(list(result), expected)