diff --git a/pkg/log/log.go b/pkg/log/log.go
index bb992f3c38..7b903f642c 100644
--- a/pkg/log/log.go
+++ b/pkg/log/log.go
@@ -85,19 +85,30 @@ func InitLoggers(globalCfg GlobalConfig, subCfgs map[string]GlobalConfig, opts .
 		if globalCfg.EcsIntegration {
 			cfg.Zap.EncoderConfig = ecszap.ECSCompatibleEncoderConfig(cfg.Zap.EncoderConfig)
 		}
-		logger, err := cfg.Zap.Build(opts...)
-		if err != nil {
-			return err
-		}
+
+		var cores []zapcore.Core
 		if cfg.StderrRedirectFile != nil {
 			stderrF, err := os.OpenFile(*cfg.StderrRedirectFile, os.O_WRONLY|os.O_CREATE|os.O_SYNC|os.O_APPEND, 0600)
 			if err != nil {
 				return err
 			}
-			if err := redirectStderr(stderrF); err != nil {
-				return err
-			}
+
+			cores = append(cores, zapcore.NewCore(
+				zapcore.NewJSONEncoder(cfg.Zap.EncoderConfig),
+				zapcore.AddSync(stderrF),
+				cfg.Zap.Level))
 		}
+
+		consoleCfg := zap.NewDevelopmentConfig()
+		consoleCfg.EncoderConfig.EncodeLevel = zapcore.CapitalColorLevelEncoder
+		cores = append(cores, zapcore.NewCore(
+			zapcore.NewConsoleEncoder(consoleCfg.EncoderConfig),
+			zapcore.AddSync(os.Stdout),
+			cfg.Zap.Level))
+
+		core := zapcore.NewTee(cores...)
+		logger := zap.New(core, opts...)
+
 		_logMu.Lock()
 		if name == _globalLoggerName {
 			_globalCfg = cfg
diff --git a/pkg/log/redirectStderr_armOS.go b/pkg/log/redirectStderr_armOS.go
deleted file mode 100644
index 68af079cb0..0000000000
--- a/pkg/log/redirectStderr_armOS.go
+++ /dev/null
@@ -1,26 +0,0 @@
-// Copyright (c) 2019 IoTeX Foundation
-// This is an alpha (internal) release and is not suitable for production. This source code is provided 'as is' and no
-// warranties are given as to title or non-infringement, merchantability or fitness for purpose and, to the extent
-// permitted by law, all liability for your use of the code is disclaimed. This source code is governed by Apache
-// License 2.0 that can be found in the LICENSE file.
-
-//go:build arm || (arm64 && !darwin)
-// +build arm arm64,!darwin
-
-package log
-
-import (
-	"log"
-	"os"
-	"syscall"
-)
-
-// redirectStderr to the file passed in
-func redirectStderr(f *os.File) error {
-	err := syscall.Dup3(int(f.Fd()), 2, 0)
-	if err != nil {
-		log.Fatalf("Failed to redirect stderr to file: %v", err)
-		return err
-	}
-	return nil
-}
diff --git a/pkg/log/redirectStderr_darwin_arm64.go b/pkg/log/redirectStderr_darwin_arm64.go
deleted file mode 100644
index af296d193b..0000000000
--- a/pkg/log/redirectStderr_darwin_arm64.go
+++ /dev/null
@@ -1,26 +0,0 @@
-// Copyright (c) 2020 IoTeX Foundation
-// This is an alpha (internal) release and is not suitable for production. This source code is provided 'as is' and no
-// warranties are given as to title or non-infringement, merchantability or fitness for purpose and, to the extent
-// permitted by law, all liability for your use of the code is disclaimed. This source code is governed by Apache
-// License 2.0 that can be found in the LICENSE file.
-
-//go:build arm64 && darwin
-// +build arm64,darwin
-
-package log
-
-import (
-	"log"
-	"os"
-	"syscall"
-)
-
-// redirectStderr to the file passed in
-func redirectStderr(f *os.File) error {
-	err := syscall.Dup2(int(f.Fd()), 2)
-	if err != nil {
-		log.Fatalf("Failed to redirect stderr to file: %v", err)
-		return err
-	}
-	return nil
-}
diff --git a/pkg/log/redirectStderr_other.go b/pkg/log/redirectStderr_other.go
deleted file mode 100644
index 4376770df7..0000000000
--- a/pkg/log/redirectStderr_other.go
+++ /dev/null
@@ -1,26 +0,0 @@
-// Copyright (c) 2019 IoTeX Foundation
-// This is an alpha (internal) release and is not suitable for production. This source code is provided 'as is' and no
-// warranties are given as to title or non-infringement, merchantability or fitness for purpose and, to the extent
-// permitted by law, all liability for your use of the code is disclaimed. This source code is governed by Apache
-// License 2.0 that can be found in the LICENSE file.
-
-//go:build !windows && !arm && !arm64
-// +build !windows,!arm,!arm64
-
-package log
-
-import (
-	"log"
-	"os"
-	"syscall"
-)
-
-// redirectStderr to the file passed in
-func redirectStderr(f *os.File) error {
-	err := syscall.Dup2(int(f.Fd()), 2)
-	if err != nil {
-		log.Fatalf("Failed to redirect stderr to file: %v", err)
-		return err
-	}
-	return nil
-}
diff --git a/pkg/log/redirectStderr_windows.go b/pkg/log/redirectStderr_windows.go
deleted file mode 100644
index c9286622d0..0000000000
--- a/pkg/log/redirectStderr_windows.go
+++ /dev/null
@@ -1,44 +0,0 @@
-// Copyright (c) 2022 IoTeX Foundation
-// This is an alpha (internal) release and is not suitable for production. This source code is provided 'as is' and no
-// warranties are given as to title or non-infringement, merchantability or fitness for purpose and, to the extent
-// permitted by law, all liability for your use of the code is disclaimed. This source code is governed by Apache
-// License 2.0 that can be found in the LICENSE file.
-
-//go:build windows
-// +build windows
-
-package log
-
-import (
-	"log"
-	"os"
-	"syscall"
-)
-
-var (
-	_kernel32         = syscall.MustLoadDLL("_kernel32.dll")
-	_procSetStdHandle = _kernel32.MustFindProc("SetStdHandle")
-)
-
-func setStdHandle(stdhandle int32, handle syscall.Handle) error {
-	r0, _, e1 := syscall.Syscall(_procSetStdHandle.Addr(), 2, uintptr(stdhandle), uintptr(handle), 0)
-	if r0 == 0 {
-		if e1 != 0 {
-			return error(e1)
-		}
-		return syscall.EINVAL
-	}
-	return nil
-}
-
-// redirectStderr to the file passed in
-func redirectStderr(f *os.File) error {
-	err := setStdHandle(syscall.STD_ERROR_HANDLE, syscall.Handle(f.Fd()))
-	if err != nil {
-		log.Fatalf("Failed to redirect stderr to file: %v", err)
-		return err
-	}
-	// SetStdHandle does not affect prior references to stderr
-	os.Stderr = f
-	return nil
-}
diff --git a/server/main.go b/server/main.go
index a405da4e8a..2bb316173c 100644
--- a/server/main.go
+++ b/server/main.go
@@ -169,7 +169,7 @@ func main() {
 
 func initLogger(cfg config.Config) error {
 	addr := cfg.Chain.ProducerAddress()
-	return log.InitLoggers(cfg.Log, cfg.SubLogs, zap.Fields(
+	return log.InitLoggers(cfg.Log, cfg.SubLogs, zap.AddCaller(), zap.Fields(
 		zap.String("ioAddr", addr.String()),
 	))
 }