diff --git a/cmd/commands/bale/bale.go b/cmd/commands/bale/bale.go
index 7fcf9c6..8ba9641 100644
--- a/cmd/commands/bale/bale.go
+++ b/cmd/commands/bale/bale.go
@@ -42,11 +42,8 @@ var CmdBale = &commands.Command{
   It will auto-generate an unpack function to the main package then run it during the runtime.
   This is mainly used for zealots who are requiring 100% Go code.
 `,
-	PreRun: func(cmd *commands.Command, args []string) {
-		version.ShowShortVersionBanner()
-		config.LoadConfig()
-	},
-	Run: runBale,
+	PreRun: func(cmd *commands.Command, args []string) { version.ShowShortVersionBanner() },
+	Run:    runBale,
 }
 
 func init() {
diff --git a/cmd/commands/generate/generate.go b/cmd/commands/generate/generate.go
index d7aedf8..edf4691 100644
--- a/cmd/commands/generate/generate.go
+++ b/cmd/commands/generate/generate.go
@@ -117,8 +117,6 @@ func scaffold(cmd *commands.Command, args []string, currpath string) {
 		beeLogger.Log.Fatal("Wrong number of arguments. Run: bee help generate")
 	}
 
-	config.LoadConfig()
-
 	cmd.Flag.Parse(args[2:])
 	if generate.SQLDriver == "" {
 		generate.SQLDriver = utils.DocValue(config.Conf.Database.Driver)
@@ -141,8 +139,6 @@ func scaffold(cmd *commands.Command, args []string, currpath string) {
 }
 
 func appCode(cmd *commands.Command, args []string, currpath string) {
-	config.LoadConfig()
-
 	cmd.Flag.Parse(args[1:])
 	if generate.SQLDriver == "" {
 		generate.SQLDriver = utils.DocValue(config.Conf.Database.Driver)
diff --git a/cmd/commands/migrate/migrate.go b/cmd/commands/migrate/migrate.go
index f1964d9..1870945 100644
--- a/cmd/commands/migrate/migrate.go
+++ b/cmd/commands/migrate/migrate.go
@@ -52,11 +52,8 @@ var CmdMigrate = &commands.Command{
 
     $ bee migrate refresh [-driver=mysql] [-conn="root:@tcp(127.0.0.1:3306)/test"]
 `,
-	PreRun: func(cmd *commands.Command, args []string) {
-		version.ShowShortVersionBanner()
-		config.LoadConfig()
-	},
-	Run: RunMigration,
+	PreRun: func(cmd *commands.Command, args []string) { version.ShowShortVersionBanner() },
+	Run:    RunMigration,
 }
 
 var mDriver utils.DocValue
diff --git a/cmd/commands/run/run.go b/cmd/commands/run/run.go
index aa32286..6820024 100644
--- a/cmd/commands/run/run.go
+++ b/cmd/commands/run/run.go
@@ -34,11 +34,8 @@ var CmdRun = &commands.Command{
 Run command will supervise the filesystem of the application for any changes, and recompile/restart it.
 
 `,
-	PreRun: func(cmd *commands.Command, args []string) {
-		version.ShowShortVersionBanner()
-		config.LoadConfig()
-	},
-	Run: RunApp,
+	PreRun: func(cmd *commands.Command, args []string) { version.ShowShortVersionBanner() },
+	Run:    RunApp,
 }
 
 var (
diff --git a/config/conf.go b/config/conf.go
index 717e588..529b7ae 100644
--- a/config/conf.go
+++ b/config/conf.go
@@ -15,7 +15,6 @@ package config
 
 import (
 	"encoding/json"
-	"io"
 	"io/ioutil"
 	"os"
 
@@ -86,42 +85,43 @@ type database struct {
 // It looks for Beefile or bee.json in the current path,
 // and falls back to default configuration in case not found.
 func LoadConfig() {
-	err := filepath.Walk(".", func(path string, fileInfo os.FileInfo, err error) error {
-		if err != nil {
-			return nil
-		}
+	currentPath, err := os.Getwd()
+	if err != nil {
+		beeLogger.Log.Error(err.Error())
+	}
 
-		if fileInfo.IsDir() {
-			return nil
-		}
+	dir, err := os.Open(currentPath)
+	if err != nil {
+		beeLogger.Log.Error(err.Error())
+	}
+	defer dir.Close()
 
-		switch fileInfo.Name() {
+	files, err := dir.Readdir(-1)
+	if err != nil {
+		beeLogger.Log.Error(err.Error())
+	}
+
+	for _, file := range files {
+		switch file.Name() {
 		case "bee.json":
 			{
 				beeLogger.Log.Info("Loading configuration from 'bee.json'...")
-				err = parseJSON(path, &Conf)
+				err = parseJSON(filepath.Join(currentPath, file.Name()), &Conf)
 				if err != nil {
 					beeLogger.Log.Errorf("Failed to parse JSON file: %s", err)
-					return err
 				}
-				return io.EOF
+				break
 			}
 		case "Beefile":
 			{
 				beeLogger.Log.Info("Loading configuration from 'Beefile'...")
-				err = parseYAML(path, &Conf)
+				err = parseYAML(filepath.Join(currentPath, file.Name()), &Conf)
 				if err != nil {
 					beeLogger.Log.Errorf("Failed to parse YAML file: %s", err)
-					return err
 				}
-				return io.EOF
+				break
 			}
 		}
-		return nil
-	})
-
-	if err != io.EOF {
-		beeLogger.Log.Info("Loading default configuration...")
 	}
 
 	// Check format version
@@ -138,7 +138,6 @@ func LoadConfig() {
 	if len(Conf.DirStruct.Models) == 0 {
 		Conf.DirStruct.Models = "models"
 	}
-	return
 }
 
 func parseJSON(path string, v interface{}) error {
diff --git a/main.go b/main.go
index 7a05f42..d9401dc 100644
--- a/main.go
+++ b/main.go
@@ -1,3 +1,16 @@
+// Copyright 2013 bee authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License"): you may
+// not use this file except in compliance with the License. You may obtain
+// a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+// WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+// License for the specific language governing permissions and limitations
+// under the License.
 package main
 
 import (
@@ -8,6 +21,7 @@ import (
 
 	"github.com/beego/bee/cmd"
 	"github.com/beego/bee/cmd/commands"
+	"github.com/beego/bee/config"
 	"github.com/beego/bee/generate/swaggergen"
 	"github.com/beego/bee/utils"
 )
@@ -46,6 +60,8 @@ func main() {
 				c.PreRun(c, args)
 			}
 
+			config.LoadConfig()
+
 			// Check if current directory is inside the GOPATH,
 			// if so parse the packages inside it.
 			if strings.Contains(currentpath, utils.GetGOPATHs()[0]+"/src") && cmd.IfGenerateDocs(c.Name(), args) {