diff --git a/guide/src/qs_10.md b/guide/src/qs_10.md
index ce1ed4a7e..0594c04bf 100644
--- a/guide/src/qs_10.md
+++ b/guide/src/qs_10.md
@@ -1,23 +1,25 @@
 # Middleware
 
-Actix' middleware system allows to add additional behavior to request/response processing.
-Middleware can hook into incoming request process and modify request or halt request
-processing and return response early. Also it can hook into response processing.
+Actix's middleware system allows us to add additional behavior to request/response processing.
+Middleware can hook into an incoming request process, enabling the ability to modify requests
+as well as the ability to halt request processing and return response early.
 
-Typically middlewares are involved in the following actions:
+Middleware can also hook into response processing.
+
+Typically, middleware is involved in the following actions:
 
 * Pre-process the Request
 * Post-process a Response
 * Modify application state
 * Access external services (redis, logging, sessions)
 
-Middlewares are registered for each application and are executed in same order as
-registration order. In general, a *middleware* is a type that implements the
+Middleware is registered for each application and executed in same order as
+registration. In general, a *middleware* is a type that implements the
 [*Middleware trait*](../actix_web/middlewares/trait.Middleware.html). Each method
 in this trait has a default implementation. Each method can return a result immediately
 or a *future* object.
 
-Here is an example of a simple middleware that adds request and response headers:
+The following is an example of a simple middleware that adds request and response headers:
 
 ```rust
 # extern crate http;
@@ -57,16 +59,17 @@ fn main() {
 }
 ```
 
-Actix provides several useful middlewares, like *logging*, *user sessions*, etc.
-
+> Actix provides several useful middlewares, such as *logging*, *user sessions*, etc.
 
 ## Logging
 
 Logging is implemented as a middleware.
 It is common to register a logging middleware as the first middleware for the application.
-Logging middleware has to be registered for each application. *Logger* middleware
-uses the standard log crate to log information. You should enable logger for *actix_web*
-package to see access log ([env_logger](https://docs.rs/env_logger/*/env_logger/) or similar).
+Logging middleware must be registered for each application.
+
+The `Logger` middleware uses the standard log crate to log information. You should enable logger
+for *actix_web* package to see access log
+([env_logger](https://docs.rs/env_logger/*/env_logger/) or similar).
 
 ### Usage
 
@@ -76,6 +79,7 @@ Default `Logger` can be created with `default` method, it uses the default forma
 ```ignore
   %a %t "%r" %s %b "%{Referer}i" "%{User-Agent}i" %T
 ```
+
 ```rust
 # extern crate actix_web;
 extern crate env_logger;
@@ -93,7 +97,7 @@ fn main() {
 }
 ```
 
-Here is an example of the default logging format:
+The following is an example of the default logging format:
 
 ```
 INFO:actix_web::middleware::logger: 127.0.0.1:59934 [02/Dec/2017:00:21:43 -0800] "GET / HTTP/1.1" 302 0 "-" "curl/7.54.0" 0.000397
@@ -126,12 +130,11 @@ INFO:actix_web::middleware::logger: 127.0.0.1:59947 [02/Dec/2017:00:22:40 -0800]
 
  `%{FOO}e`  os.environ['FOO']
 
-
 ## Default headers
 
-To set default response headers the `DefaultHeaders` middleware can be used. The
+To set default response headers, the `DefaultHeaders` middleware can be used. The
 *DefaultHeaders* middleware does not set the header if response headers already contain
-the specified header.
+a specified header.
 
 ```rust
 # extern crate actix_web;
@@ -153,27 +156,28 @@ fn main() {
 ## User sessions
 
 Actix provides a general solution for session management. The
-[*Session storage*](../actix_web/middleware/struct.SessionStorage.html) middleware can be
+[**SessionStorage**](../actix_web/middleware/struct.SessionStorage.html) middleware can be
 used with different backend types to store session data in different backends.
-By default only cookie session backend is implemented. Other backend implementations
-could be added later.
 
-[*Cookie session backend*](../actix_web/middleware/struct.CookieSessionBackend.html)
-uses signed cookies as session storage. *Cookie session backend* creates sessions which
-are limited to storing fewer than 4000 bytes of data (as the payload must fit into a
-single cookie). Internal server error is generated if session contains more than 4000 bytes.
+> By default, only cookie session backend is implemented. Other backend implementations
+> can be added.
 
-You need to pass a random value to the constructor of *CookieSessionBackend*.
-This is private key for cookie session. When this value is changed, all session data is lost.
-Note that whatever you write into your session is visible by the user (but not modifiable).
+[**CookieSessionBackend**](../actix_web/middleware/struct.CookieSessionBackend.html)
+uses signed cookies as session storage. `CookieSessionBackend` creates sessions which
+are limited to storing fewer than 4000 bytes of data, as the payload must fit into a
+single cookie. An internal server error is generated if a session contains more than 4000 bytes.
 
-In general case, you create
-[*Session storage*](../actix_web/middleware/struct.SessionStorage.html) middleware
-and initializes it with specific backend implementation, like *CookieSessionBackend*.
-To access session data
+You need to pass a random value to the constructor of `CookieSessionBackend`.
+This is a private key for cookie session. When this value is changed, all session data is lost.
+
+> **Note**: anything you write into the session is visible by the user, but it is not modifiable.
+
+In general, you create a
+`SessionStorage` middleware and initialize it with specific backend implementation,
+such as a `CookieSessionBackend`. To access session data,
 [*HttpRequest::session()*](../actix_web/middleware/trait.RequestSession.html#tymethod.session)
- has to be used. This method returns a
-[*Session*](../actix_web/middleware/struct.Session.html) object, which allows to get or set
+ must be used. This method returns a
+[*Session*](../actix_web/middleware/struct.Session.html) object, which allows us to get or set
 session data.
 
 ```rust
@@ -212,12 +216,12 @@ fn main() {
 
 ## Error handlers
 
-`ErrorHandlers` middleware allows to provide custom handlers for responses.
+`ErrorHandlers` middleware allows us to provide custom handlers for responses.
 
-You can use `ErrorHandlers::handler()` method  to register a custom error handler
-for specific status code. You can modify existing response or create completly new
-one. Error handler can return response immediately or return future that resolves
-to a response.
+You can use the `ErrorHandlers::handler()` method to register a custom error handler
+for specific status code. You can modify an existing response or create completly new
+one. The error handler can return a response immediately or return a future that resolves
+into a response.
 
 ```rust
 # extern crate actix_web;