diff --git a/package-lock.json b/package-lock.json
index d8bc6f6abec6f..44e9965126ee6 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -2829,7 +2829,6 @@
 				"lodash": "^4.17.11",
 				"memize": "^1.0.5",
 				"react-autosize-textarea": "^3.0.2",
-				"redux-multi": "^0.1.12",
 				"redux-optimist": "^1.0.0",
 				"refx": "^3.0.0",
 				"rememo": "^3.0.0",
diff --git a/packages/editor/package.json b/packages/editor/package.json
index f2132eb5c6e67..844cf5fcd58fe 100644
--- a/packages/editor/package.json
+++ b/packages/editor/package.json
@@ -47,7 +47,6 @@
 		"lodash": "^4.17.11",
 		"memize": "^1.0.5",
 		"react-autosize-textarea": "^3.0.2",
-		"redux-multi": "^0.1.12",
 		"redux-optimist": "^1.0.0",
 		"refx": "^3.0.0",
 		"rememo": "^3.0.0",
diff --git a/packages/editor/src/store/middlewares.js b/packages/editor/src/store/middlewares.js
index 6381132bb81e0..b19b1b9bb5817 100644
--- a/packages/editor/src/store/middlewares.js
+++ b/packages/editor/src/store/middlewares.js
@@ -2,8 +2,6 @@
  * External dependencies
  */
 import refx from 'refx';
-import multi from 'redux-multi';
-import { flowRight } from 'lodash';
 
 /**
  * Internal dependencies
@@ -18,25 +16,19 @@ import effects from './effects';
  * @return {Object} Update Store Object.
  */
 function applyMiddlewares( store ) {
-	const middlewares = [
-		refx( effects ),
-		multi,
-	];
-
 	let enhancedDispatch = () => {
 		throw new Error(
 			'Dispatching while constructing your middleware is not allowed. ' +
 			'Other middleware would not be applied to this dispatch.'
 		);
 	};
-	let chain = [];
 
 	const middlewareAPI = {
 		getState: store.getState,
 		dispatch: ( ...args ) => enhancedDispatch( ...args ),
 	};
-	chain = middlewares.map( ( middleware ) => middleware( middlewareAPI ) );
-	enhancedDispatch = flowRight( ...chain )( store.dispatch );
+
+	enhancedDispatch = refx( effects )( middlewareAPI )( store.dispatch );
 
 	store.dispatch = enhancedDispatch;
 	return store;