diff --git a/src/lib.rs b/src/lib.rs
index f25bf0337..29146b9d9 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -34,3 +34,25 @@ extern crate serde_json;
 mod session;
 #[cfg(feature="web")]
 pub use session::RedisSessionBackend;
+
+
+#[derive(Fail, Debug)]
+pub enum Error {
+    #[fail(display="Redis error {}", _0)]
+    Redis(redis_async::error::Error),
+    /// Receiving message during reconnecting
+    #[fail(display="Redis: Not connected")]
+    NotConnected,
+    /// Cancel all waters when connection get dropped
+    #[fail(display="Redis: Disconnected")]
+    Disconnected,
+}
+
+unsafe impl Send for Error {}
+unsafe impl Sync for Error {}
+
+impl From<redis_async::error::Error> for Error {
+    fn from(err: redis_async::error::Error) -> Error {
+        Error::Redis(err)
+    }
+}
diff --git a/src/redis.rs b/src/redis.rs
index 6d8665759..184eb8621 100644
--- a/src/redis.rs
+++ b/src/redis.rs
@@ -8,44 +8,22 @@ use futures::Future;
 use futures::unsync::oneshot;
 use tokio_io::AsyncRead;
 use tokio_core::net::TcpStream;
-use redis_async::{resp, error};
+use redis_async::error::Error as RespError;
+use redis_async::resp::{RespCodec, RespValue};
 
+use Error;
 use connect::TcpConnector;
 
-#[derive(Fail, Debug)]
-pub enum Error {
-    #[fail(display="Redis error {}", _0)]
-    Redis(error::Error),
-    /// Receiving message during reconnecting
-    #[fail(display="Redis: Not connected")]
-    NotConnected,
-    /// Cancel all waters when connection get dropped
-    #[fail(display="Redis: Disconnected")]
-    Disconnected,
-}
-
-unsafe impl Send for Error {}
-unsafe impl Sync for Error {}
-
-impl From<error::Error> for Error {
-    fn from(err: error::Error) -> Error {
-        Error::Redis(err)
-    }
-}
-
-pub struct Command(pub resp::RespValue);
-
-impl ResponseType for Command {
-    type Item = resp::RespValue;
-    type Error = Error;
-}
+#[derive(Message)]
+#[rtype(RespValue, Error)]
+pub struct Command(pub RespValue);
 
 /// Redis comminucation actor
 pub struct RedisActor {
     addr: String,
     backoff: ExponentialBackoff,
     cell: Option<FramedCell<RedisActor>>,
-    queue: VecDeque<oneshot::Sender<Result<resp::RespValue, Error>>>,
+    queue: VecDeque<oneshot::Sender<Result<RespValue, Error>>>,
 }
 
 impl RedisActor {
@@ -70,16 +48,14 @@ impl Actor for RedisActor {
             .map(|stream, act, ctx| {
                 info!("Connected to redis server: {}", act.addr);
                 act.backoff.reset();
-                act.cell = Some(act.add_framed(stream.framed(resp::RespCodec), ctx));
+                act.cell = Some(act.add_framed(stream.framed(RespCodec), ctx));
             })
             .map_err(|err, act, ctx| {
                 error!("Can not connect to redis server: {}", err);
                 debug!("{:?}", err);
+                // re-connect with backoff time
                 if let Some(timeout) = act.backoff.next_backoff() {
-                    // delay re-connect, drop all messages during this period
-                    ctx.run_later(timeout, |_, ctx| {
-                        ctx.stop()
-                    });
+                    ctx.run_later(timeout, |_, ctx| ctx.stop());
                 } else {
                     ctx.stop();
                 }
@@ -99,7 +75,7 @@ impl Supervised for RedisActor {
 
 impl FramedActor for RedisActor {
     type Io = TcpStream;
-    type Codec = resp::RespCodec;
+    type Codec = RespCodec;
 
     fn closed(&mut self, error: Option<io::Error>, _: &mut Self::Context) {
         if let Some(err) = error {
@@ -109,7 +85,7 @@ impl FramedActor for RedisActor {
         }
     }
 
-    fn handle(&mut self, msg: Result<resp::RespValue, error::Error>, _ctx: &mut Self::Context) {
+    fn handle(&mut self, msg: Result<RespValue, RespError>, _ctx: &mut Self::Context) {
         if let Some(tx) = self.queue.pop_front() {
             let _ = tx.send(msg.map_err(|e| e.into()));
         }