diff --git a/IPython/extensions/autoreload.py b/IPython/extensions/autoreload.py
index 2f0de25..ac68826 100644
--- a/IPython/extensions/autoreload.py
+++ b/IPython/extensions/autoreload.py
@@ -392,7 +392,6 @@ def superreload(module, reload=reload, old_objects={}):
 # IPython connectivity
 #------------------------------------------------------------------------------
 
-from IPython.core.hooks import TryNext
 from IPython.core.magic import Magics, magics_class, line_magic
 
 @magics_class
@@ -491,17 +490,16 @@ class AutoreloadMagics(Magics):
             # Inject module to user namespace
             self.shell.push({top_name: top_module})
 
-    def pre_run_code_hook(self, ip):
-        if not self._reloader.enabled:
-            raise TryNext
-        try:
-            self._reloader.check()
-        except:
-            pass
+    def pre_execute_explicit(self):
+        if self._reloader.enabled:
+            try:
+                self._reloader.check()
+            except:
+                pass
 
 
 def load_ipython_extension(ip):
     """Load the extension in IPython."""
     auto_reload = AutoreloadMagics(ip)
     ip.register_magics(auto_reload)
-    ip.set_hook('pre_run_code_hook', auto_reload.pre_run_code_hook)
+    ip.callbacks.register('pre_execute_explicit', auto_reload.pre_execute_explicit)
diff --git a/IPython/extensions/tests/test_autoreload.py b/IPython/extensions/tests/test_autoreload.py
index 8ada638..036ec40 100644
--- a/IPython/extensions/tests/test_autoreload.py
+++ b/IPython/extensions/tests/test_autoreload.py
@@ -23,7 +23,7 @@ import nose.tools as nt
 import IPython.testing.tools as tt
 
 from IPython.extensions.autoreload import AutoreloadMagics
-from IPython.core.hooks import TryNext
+from IPython.core.callbacks import CallbackManager, pre_execute_explicit
 from IPython.utils.py3compat import PY3
 
 if PY3:
@@ -41,15 +41,14 @@ class FakeShell(object):
 
     def __init__(self):
         self.ns = {}
+        self.callbacks = CallbackManager(self, {'pre_execute_explicit', pre_execute_explicit})
         self.auto_magics = AutoreloadMagics(shell=self)
+        self.callbacks.register('pre_execute_explicit', self.auto_magics.pre_execute_explicit)
 
     register_magics = set_hook = noop
 
     def run_code(self, code):
-        try:
-            self.auto_magics.pre_run_code_hook(self)
-        except TryNext:
-            pass
+        self.callbacks.fire('pre_execute_explicit')
         exec(code, self.ns)
 
     def push(self, items):