diff --git a/README.md b/README.md
index 8f15265..4f7e0fd 100644
--- a/README.md
+++ b/README.md
@@ -15,15 +15,20 @@ import (
 )
 
 func main() {
-	// init mux router
+	// create a new router
 	r := mux.NewRouter()
 
-	// here is how can add middlewares, these will apply to all routes after it
+	// you can use any middleware that is: "func(http.Handler) http.Handler"
+	// so you can use any of it
+	// - https://github.com/gorilla/handlers
+	// - https://github.com/go-chi/chi/tree/master/middleware
+
+	// add some root level middlewares, these will apply to all routes after it
 	r.Use(middleware1, middleware2)
 
 	// let's add a route
 	r.Get("/hello", func(w http.ResponseWriter, r *http.Request) {
-		w.Write([]byte("hello1"))
+		w.Write([]byte("i am route /hello"))
 	})
 	// r.Post(pattern string, h http.HandlerFunc)
 	// r.Put(pattern string, h http.HandlerFunc)
@@ -32,44 +37,44 @@ func main() {
 	// you can inline middleware(s) to a route
 	r.
 		With(mwInline).
-		Get("/test", func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("middle ware 3 test"))
+		Get("/hello-2", func(w http.ResponseWriter, r *http.Request) {
+			w.Write([]byte("i am route /hello-2 with my own middleware"))
 		})
 
-	// you define a resource
+	// define a resource
 	r.Resource("/photos", func(resource *mux.Resource) {
-		// rails style routes
+		// rails style resource routes
 		// GET       /photos
 		// GET       /photos/new
 		// POST      /photos
 		// GET       /photos/:id
 		// GET       /photos/:id/edit
-		// PUT 			 /photos/:id
-		// PATCH 		 /photos/:id
+		// PUT 		 /photos/:id
+		// PATCH 	 /photos/:id
 		// DELETE    /photos/:id
 		resource.Index(func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("user index"))
+			w.Write([]byte("all photos"))
 		})
 
 		resource.New(func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("create new user"))
+			w.Write([]byte("upload a new pohoto"))
 		})
 	})
 
-	// you can create group of few routes with their own middlewares
+	// create a group of few routes with their own middlewares
 	r.Group(func(grp *mux.Router) {
 		grp.Use(mwGroup)
 		grp.Get("/group", func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("i am group 1"))
+			w.Write([]byte("i am route /group"))
 		})
 	})
 
-	// catche all
+	// catches all
 	r.Get("/", func(w http.ResponseWriter, r *http.Request) {
 		w.Write([]byte("hello there"))
 	})
 
-	// Serve allows graceful shutdown
+	// Serve allows graceful shutdown, you can use it
 	r.Serve(func(srv *http.Server) error {
 		srv.Addr = ":3001"
 		// srv.ReadTimeout = time.Minute
@@ -80,9 +85,6 @@ func main() {
 	})
 }
 
-//
-// example middlewares
-//
 func middleware1(h http.Handler) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		slog.Info("i am middleware 1")
diff --git a/example/main.go b/example/main.go
index 3843a64..49374b4 100644
--- a/example/main.go
+++ b/example/main.go
@@ -7,25 +7,21 @@ import (
 	"gitserver.in/patialtech/mux"
 )
 
-package main
-
-import (
-	"log/slog"
-	"net/http"
-
-	"gitserver.in/patialtech/mux"
-)
-
 func main() {
-	// init mux router
+	// create a new router
 	r := mux.NewRouter()
 
-	// here is how can add middlewares, these will apply to all routes after it
+	// you can use any middleware that is: "func(http.Handler) http.Handler"
+	// so you can use any of it
+	// - https://github.com/gorilla/handlers
+	// - https://github.com/go-chi/chi/tree/master/middleware
+
+	// add some root level middlewares, these will apply to all routes after it
 	r.Use(middleware1, middleware2)
 
 	// let's add a route
 	r.Get("/hello", func(w http.ResponseWriter, r *http.Request) {
-		w.Write([]byte("hello1"))
+		w.Write([]byte("i am route /hello"))
 	})
 	// r.Post(pattern string, h http.HandlerFunc)
 	// r.Put(pattern string, h http.HandlerFunc)
@@ -34,13 +30,13 @@ func main() {
 	// you can inline middleware(s) to a route
 	r.
 		With(mwInline).
-		Get("/test", func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("middle ware 3 test"))
+		Get("/hello-2", func(w http.ResponseWriter, r *http.Request) {
+			w.Write([]byte("i am route /hello-2 with my own middleware"))
 		})
 
-	// you define a resource
+	// define a resource
 	r.Resource("/photos", func(resource *mux.Resource) {
-		// rails style routes
+		// rails style resource routes
 		// GET       /photos
 		// GET       /photos/new
 		// POST      /photos
@@ -50,18 +46,19 @@ func main() {
 		// PATCH 	 /photos/:id
 		// DELETE    /photos/:id
 		resource.Index(func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("user index"))
+			w.Write([]byte("all photos"))
 		})
 
 		resource.New(func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("create new user"))
+			w.Write([]byte("upload a new pohoto"))
 		})
 	})
 
+	// create a group of few routes with their own middlewares
 	r.Group(func(grp *mux.Router) {
 		grp.Use(mwGroup)
 		grp.Get("/group", func(w http.ResponseWriter, r *http.Request) {
-			w.Write([]byte("i am group 1"))
+			w.Write([]byte("i am route /group"))
 		})
 	})
 
@@ -70,6 +67,7 @@ func main() {
 		w.Write([]byte("hello there"))
 	})
 
+	// Serve allows graceful shutdown, you can use it
 	r.Serve(func(srv *http.Server) error {
 		srv.Addr = ":3001"
 		// srv.ReadTimeout = time.Minute