diff --git a/ast_tools/passes/__init__.py b/ast_tools/passes/__init__.py
index bd6e3a7..87324b2 100644
--- a/ast_tools/passes/__init__.py
+++ b/ast_tools/passes/__init__.py
@@ -3,3 +3,4 @@
 from .debug import *
 from .ssa import *
 from .util import *
+from .bool_to_bit import *
diff --git a/ast_tools/passes/bool_to_bit.py b/ast_tools/passes/bool_to_bit.py
new file mode 100644
index 0000000..7a20cd5
--- /dev/null
+++ b/ast_tools/passes/bool_to_bit.py
@@ -0,0 +1,74 @@
+import ast
+import typing as tp
+
+from . import Pass
+from . import PASS_ARGS_T
+
+from ast_tools.stack import SymbolTable
+
+__ALL__ = ['bool_to_bit']
+
+class BoolOpTransformer(ast.NodeTransformer):
+    def visit_BoolOp(self, node: ast.BoolOp) -> ast.expr:
+        # Can't get more specific on return type because if
+        # len(node.values) == 1 (which it shouldn't be)
+        # then the return type is expr otherwise
+        # the return type is Union[BinOp, BoolOp]
+
+        if isinstance(node.op, self.match):
+            values = node.values
+            assert values # should not be empty
+            expr = self.visit(values[0])
+            for v in map(self.visit, values[1:]):
+                expr = ast.BinOp(expr, self.replace(), v)
+            return expr
+        else:
+            return self.generic_visit(node)
+
+
+class AndTransformer(BoolOpTransformer):
+    match = ast.And
+    replace = ast.BitAnd
+
+
+class OrTransformer(BoolOpTransformer):
+    match = ast.Or
+    replace = ast.BitOr
+
+
+class NotTransformer(ast.NodeTransformer):
+    def visit_Not(self, node: ast.Not) -> ast.Invert:
+        return ast.Invert()
+
+
+class bool_to_bit(Pass):
+    '''
+    Pass to replace bool operators (and, or, not)
+    with bit operators (&, |, ~)
+    '''
+    def __init__(self,
+            replace_and: bool = True,
+            replace_or:  bool = True,
+            replace_not: bool = True,
+            ):
+        self.replace_and = replace_and
+        self.replace_or = replace_or
+        self.replace_not = replace_not
+
+    def rewrite(self,
+            tree: ast.AST,
+            env: SymbolTable,
+            metadata: tp.MutableMapping) -> PASS_ARGS_T:
+        if self.replace_and:
+            visitor = AndTransformer()
+            tree = visitor.visit(tree)
+
+        if self.replace_or:
+            visitor = OrTransformer()
+            tree = visitor.visit(tree)
+
+        if self.replace_not:
+            visitor = NotTransformer()
+            tree = visitor.visit(tree)
+
+        return tree, env, metadata
diff --git a/ast_tools/passes/ssa.py b/ast_tools/passes/ssa.py
index 97d8240..be04450 100644
--- a/ast_tools/passes/ssa.py
+++ b/ast_tools/passes/ssa.py
@@ -1,12 +1,7 @@
 import ast
 from collections import ChainMap, Counter
-import itertools
-import warnings
-import weakref
 import typing as tp
 
-import astor
-
 from . import Pass
 from . import PASS_ARGS_T
 from ast_tools.common import gen_free_prefix, is_free_name
@@ -342,7 +337,10 @@ class ssa(Pass):
     def __init__(self, return_prefix: str = '__return_value'):
         self.return_prefix = return_prefix
 
-    def rewrite(self, tree: ast.AST, env: SymbolTable, metadata: tp.MutableMapping):
+    def rewrite(self,
+            tree: ast.AST,
+            env: SymbolTable,
+            metadata: tp.MutableMapping) -> PASS_ARGS_T:
         if not isinstance(tree, ast.FunctionDef):
             raise TypeError('ssa should only be applied to functions')
         r_name = gen_free_prefix(tree, env, self.return_prefix)
diff --git a/tests/test_bool_to_bit.py b/tests/test_bool_to_bit.py
new file mode 100644
index 0000000..e8a3399
--- /dev/null
+++ b/tests/test_bool_to_bit.py
@@ -0,0 +1,56 @@
+import ast
+import inspect
+
+import pytest
+
+
+from ast_tools.passes import begin_rewrite, end_rewrite, bool_to_bit
+
+def test_and():
+    @end_rewrite()
+    @bool_to_bit()
+    @begin_rewrite()
+    def and_f(x, y):
+        return x and y
+
+    assert inspect.getsource(and_f) == '''\
+def and_f(x, y):
+    return x & y
+'''
+
+def test_or():
+    @end_rewrite()
+    @bool_to_bit()
+    @begin_rewrite()
+    def or_f(x, y):
+        return x or y
+
+    assert inspect.getsource(or_f) == '''\
+def or_f(x, y):
+    return x | y
+'''
+
+def test_not():
+    @end_rewrite()
+    @bool_to_bit()
+    @begin_rewrite()
+    def not_f(x):
+        return not x
+
+    assert inspect.getsource(not_f) == '''\
+def not_f(x):
+    return ~x
+'''
+
+def test_xor():
+    @end_rewrite()
+    @bool_to_bit()
+    @begin_rewrite()
+    def xor(x, y):
+        return x and not y or not x and y
+
+    assert inspect.getsource(xor) == '''\
+def xor(x, y):
+    return x & ~y | ~x & y
+'''
+