diff --git a/docker-compose.yml b/docker-compose.yml
index 674d589..5573b00 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -27,7 +27,7 @@ services:
       - "3306:3306"
 
   localstack:
-    image: localstack/localstack
+    image: localstack/localstack:0.10.5
     environment:
       - SERVICES=dynamodb,s3
     ports:
diff --git a/opentracing_instrumentation/client_hooks/boto3.py b/opentracing_instrumentation/client_hooks/boto3.py
index 2ce6b92..3c3f5dd 100644
--- a/opentracing_instrumentation/client_hooks/boto3.py
+++ b/opentracing_instrumentation/client_hooks/boto3.py
@@ -2,13 +2,14 @@
 import logging
 
 from opentracing.ext import tags
+from opentracing.scope_managers.tornado import TornadoScopeManager
+import opentracing.tracer
 from tornado.stack_context import wrap as keep_stack_context
 
 from opentracing_instrumentation import utils
-from ..request_context import get_current_span, span_in_stack_context
+from ..request_context import get_current_span, span_in_stack_context, span_in_context
 from ._patcher import Patcher
 
-
 try:
     from boto3.resources.action import ServiceAction
     from boto3.s3 import inject as s3_functions
@@ -25,6 +26,28 @@
 
 logger = logging.getLogger(__name__)
 
+class _DummyStackContext(object):
+    """
+    Stack context that restores previous scope after exit.
+    Will be returned by helper `_span_in_stack_context` when tracer scope
+    manager is not `TornadoScopeManager`.
+    """
+    def __init__(self, context):
+        self._context = context
+
+    def __enter__(self):
+        # Needed for compatibility with `span_in_stack_context`.
+        return lambda: None
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        if self._context:
+            self._context.close()
+
+def _span_in_stack_context(span):
+    if isinstance(opentracing.tracer.scope_manager, TornadoScopeManager):
+        return span_in_stack_context(span)
+    else:
+        return _DummyStackContext(span_in_context(span))
 
 class Boto3Patcher(Patcher):
     applicable = '_service_action_call' in globals()
@@ -134,7 +157,7 @@ def perform_call(self, original_func, kind, service_name, operation_name,
         span.set_tag(tags.COMPONENT, 'boto3')
         span.set_tag('boto3.service_name', service_name)
 
-        with span, span_in_stack_context(span):
+        with span, _span_in_stack_context(span):
             try:
                 response = original_func(*args, **kwargs)
             except ClientError as error:
diff --git a/setup.py b/setup.py
index 1faebf6..9e5b141 100644
--- a/setup.py
+++ b/setup.py
@@ -5,7 +5,7 @@
 
 setup(
     name='opentracing_instrumentation',
-    version='3.3.2.dev0',
+    version='3.3.2rc1',
     author='Yuri Shkuro',
     author_email='ys@uber.com',
     description='Tracing Instrumentation using OpenTracing API '
diff --git a/tests/conftest.py b/tests/conftest.py
index b664971..74ad023 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -21,6 +21,7 @@
 import opentracing
 import pytest
 from opentracing.scope_managers.tornado import TornadoScopeManager
+from opentracing.scope_managers.asyncio import AsyncioScopeManager
 
 
 def _get_tracers(scope_manager=None):
@@ -52,3 +53,12 @@ def thread_safe_tracer():
         yield dummy_tracer
     finally:
         opentracing.tracer = old_tracer
+
+
+@pytest.fixture
+def thread_safe_tracer_non_tornado():
+    old_tracer, dummy_tracer = _get_tracers(AsyncioScopeManager())
+    try:
+        yield dummy_tracer
+    finally:
+        opentracing.tracer = old_tracer
diff --git a/tests/opentracing_instrumentation/test_boto3.py b/tests/opentracing_instrumentation/test_boto3.py
index b8f2a08..e764978 100644
--- a/tests/opentracing_instrumentation/test_boto3.py
+++ b/tests/opentracing_instrumentation/test_boto3.py
@@ -46,7 +46,7 @@ def create_users_table(dynamodb):
 @pytest.fixture
 def dynamodb_mock():
     import moto
-    with moto.mock_dynamodb2():
+    with moto.mock_dynamodb():
         dynamodb = boto3.resource('dynamodb', region_name='us-east-1')
         create_users_table(dynamodb)
         yield dynamodb
@@ -175,24 +175,40 @@ def is_moto_presented():
 def test_boto3_dynamodb(thread_safe_tracer, dynamodb):
     _test_dynamodb(dynamodb, thread_safe_tracer)
 
+@pytest.mark.skipif(not is_dynamodb_running(),
+                    reason='DynamoDB is not running or cannot connect')
+def test_boto3_dynamodb_non_tornado(thread_safe_tracer_non_tornado, dynamodb):
+    _test_dynamodb(dynamodb, thread_safe_tracer_non_tornado)
 
 @pytest.mark.skipif(not is_moto_presented(),
                     reason='moto module is not presented')
 def test_boto3_dynamodb_with_moto(thread_safe_tracer, dynamodb_mock):
     _test_dynamodb(dynamodb_mock, thread_safe_tracer)
 
+@pytest.mark.skipif(not is_moto_presented(),
+                    reason='moto module is not presented')
+def test_boto3_dynamodb_with_moto_non_tornado(thread_safe_tracer_non_tornado, dynamodb_mock):
+    _test_dynamodb(dynamodb_mock, thread_safe_tracer_non_tornado)
 
 @pytest.mark.skipif(not is_s3_running(),
                     reason='S3 is not running or cannot connect')
 def test_boto3_s3(s3, thread_safe_tracer):
     _test_s3(s3, thread_safe_tracer)
 
+@pytest.mark.skipif(not is_s3_running(),
+                    reason='S3 is not running or cannot connect')
+def test_boto3_s3_non_tornado(s3, thread_safe_tracer_non_tornado):
+    _test_s3(s3, thread_safe_tracer_non_tornado)
 
 @pytest.mark.skipif(not is_moto_presented(),
                     reason='moto module is not presented')
 def test_boto3_s3_with_moto(s3_mock, thread_safe_tracer):
     _test_s3(s3_mock, thread_safe_tracer)
 
+@pytest.mark.skipif(not is_moto_presented(),
+                    reason='moto module is not presented')
+def test_boto3_s3_with_moto_non_tornado(s3_mock, thread_safe_tracer_non_tornado):
+    _test_s3(s3_mock, thread_safe_tracer_non_tornado)
 
 @testfixtures.log_capture()
 def test_boto3_s3_missing_func_instrumentation(capture):