diff --git a/CHANGES.rst b/CHANGES.rst
index a0a12ca4a0..f1d2c7a765 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -1,3 +1,12 @@
+Changes in synapse v0.10.0-r2 (2015-09-16)
+==========================================
+
+* Fix bug where we always fetched remote server signing keys instead of using
+  ones in our cache.
+* Fix adding threepids to an existing account.
+* Fix bug with invinting over federation where remote server was already in
+  the room. (PR #281, SYN-392)
+
 Changes in synapse v0.10.0-r1 (2015-09-08)
 ==========================================
 
diff --git a/synapse/__init__.py b/synapse/__init__.py
index 5b5ff6c3f3..d62294e6bb 100644
--- a/synapse/__init__.py
+++ b/synapse/__init__.py
@@ -16,4 +16,4 @@
 """ This is a reference implementation of a Matrix home server.
 """
 
-__version__ = "0.10.0-r1"
+__version__ = "0.10.0-r2"
diff --git a/synapse/crypto/keyring.py b/synapse/crypto/keyring.py
index aa74d4d0cb..644c7b14a9 100644
--- a/synapse/crypto/keyring.py
+++ b/synapse/crypto/keyring.py
@@ -162,7 +162,9 @@ class Keyring(object):
         def remove_deferreds(res, server_name, group_id):
             server_to_gids[server_name].discard(group_id)
             if not server_to_gids[server_name]:
-                server_to_deferred.pop(server_name).callback(None)
+                d = server_to_deferred.pop(server_name, None)
+                if d:
+                    d.callback(None)
             return res
 
         for g_id, deferred in deferreds.items():
@@ -200,8 +202,15 @@ class Keyring(object):
             else:
                 break
 
-        for server_name, deferred in server_to_deferred:
-            self.key_downloads[server_name] = ObservableDeferred(deferred)
+        for server_name, deferred in server_to_deferred.items():
+            d = ObservableDeferred(deferred)
+            self.key_downloads[server_name] = d
+
+            def rm(r, server_name):
+                self.key_downloads.pop(server_name, None)
+                return r
+
+            d.addBoth(rm, server_name)
 
     def get_server_verify_keys(self, group_id_to_group, group_id_to_deferred):
         """Takes a dict of KeyGroups and tries to find at least one key for
@@ -220,9 +229,8 @@ class Keyring(object):
             merged_results = {}
 
             missing_keys = {
-                group.server_name: key_id
+                group.server_name: set(group.key_ids)
                 for group in group_id_to_group.values()
-                for key_id in group.key_ids
             }
 
             for fn in key_fetch_fns:
@@ -279,16 +287,15 @@ class Keyring(object):
     def get_keys_from_store(self, server_name_and_key_ids):
         res = yield defer.gatherResults(
             [
-                self.store.get_server_verify_keys(server_name, key_ids)
+                self.store.get_server_verify_keys(
+                    server_name, key_ids
+                ).addCallback(lambda ks, server: (server, ks), server_name)
                 for server_name, key_ids in server_name_and_key_ids
             ],
             consumeErrors=True,
         ).addErrback(unwrapFirstError)
 
-        defer.returnValue(dict(zip(
-            [server_name for server_name, _ in server_name_and_key_ids],
-            res
-        )))
+        defer.returnValue(dict(res))
 
     @defer.inlineCallbacks
     def get_keys_from_perspectives(self, server_name_and_key_ids):
diff --git a/synapse/rest/client/v2_alpha/account.py b/synapse/rest/client/v2_alpha/account.py
index 522a312c9e..6281e2d029 100644
--- a/synapse/rest/client/v2_alpha/account.py
+++ b/synapse/rest/client/v2_alpha/account.py
@@ -96,6 +96,7 @@ class ThreepidRestServlet(RestServlet):
         self.hs = hs
         self.identity_handler = hs.get_handlers().identity_handler
         self.auth = hs.get_auth()
+        self.auth_handler = hs.get_handlers().auth_handler
 
     @defer.inlineCallbacks
     def on_GET(self, request):
diff --git a/synapse/storage/event_federation.py b/synapse/storage/event_federation.py
index dda3027b61..7cb314dee8 100644
--- a/synapse/storage/event_federation.py
+++ b/synapse/storage/event_federation.py
@@ -303,6 +303,15 @@ class EventFederationStore(SQLBaseStore):
             ],
         )
 
+        self._update_extremeties(txn, events)
+
+    def _update_extremeties(self, txn, events):
+        """Updates the event_*_extremities tables based on the new/updated
+        events being persisted.
+
+        This is called for new events *and* for events that were outliers, but
+        are are now being persisted as non-outliers.
+        """
         events_by_room = {}
         for ev in events:
             events_by_room.setdefault(ev.room_id, []).append(ev)
diff --git a/synapse/storage/events.py b/synapse/storage/events.py
index e3eabab13d..8774b3b388 100644
--- a/synapse/storage/events.py
+++ b/synapse/storage/events.py
@@ -275,6 +275,8 @@ class EventsStore(SQLBaseStore):
                     (False, event.event_id,)
                 )
 
+                self._update_extremeties(txn, [event])
+
         events_and_contexts = filter(
             lambda ec: ec[0] not in to_remove,
             events_and_contexts