diff --git a/CHANGELOG.md b/CHANGELOG.md
index ba6dc306..bd93f70a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,7 @@
 - Add option to enable/disable logtail (Tailscale's logging infrastructure) [#596](https://github.com/juanfont/headscale/pull/596)
   - This change disables the logs by default
 - Use [Prometheus]'s duration parser, supporting days (`d`), weeks (`w`) and years (`y`) [#598](https://github.com/juanfont/headscale/pull/598)
+- Add support for reloading ACLs with SIGHUP [#601](https://github.com/juanfont/headscale/pull/601)
 
 ## 0.15.0 (2022-03-20)
 
diff --git a/app.go b/app.go
index a78a6b0e..054fd178 100644
--- a/app.go
+++ b/app.go
@@ -116,6 +116,8 @@ type Config struct {
 	LogTail LogTailConfig
 
 	CLI CLIConfig
+
+	ACL ACLConfig
 }
 
 type OIDCConfig struct {
@@ -152,6 +154,10 @@ type CLIConfig struct {
 	Insecure bool
 }
 
+type ACLConfig struct {
+	PolicyPath string
+}
+
 // Headscale represents the base app of the service.
 type Headscale struct {
 	cfg        Config
@@ -568,19 +574,6 @@ func (h *Headscale) Serve() error {
 		return fmt.Errorf("failed change permission of gRPC socket: %w", err)
 	}
 
-	// Handle common process-killing signals so we can gracefully shut down:
-	sigc := make(chan os.Signal, 1)
-	signal.Notify(sigc, os.Interrupt, syscall.SIGTERM)
-	go func(c chan os.Signal) {
-		// Wait for a SIGINT or SIGKILL:
-		sig := <-c
-		log.Printf("Caught signal %s: shutting down.", sig)
-		// Stop listening (and unlink the socket if unix type):
-		socketListener.Close()
-		// And we're done:
-		os.Exit(0)
-	}(sigc)
-
 	grpcGatewayMux := runtime.NewServeMux()
 
 	// Make the grpc-gateway connect to grpc over socket
@@ -725,6 +718,61 @@ func (h *Headscale) Serve() error {
 	log.Info().
 		Msgf("listening and serving metrics on: %s", h.cfg.MetricsAddr)
 
+	// Handle common process-killing signals so we can gracefully shut down:
+	sigc := make(chan os.Signal, 1)
+	signal.Notify(sigc,
+		syscall.SIGHUP,
+		syscall.SIGINT,
+		syscall.SIGTERM,
+		syscall.SIGQUIT,
+		syscall.SIGHUP)
+	go func(c chan os.Signal) {
+		// Wait for a SIGINT or SIGKILL:
+		for {
+			sig := <-c
+			switch sig {
+			case syscall.SIGHUP:
+				log.Info().
+					Str("signal", sig.String()).
+					Msg("Received SIGHUP, reloading ACL and Config")
+
+					// TODO(kradalby): Reload config on SIGHUP
+
+				if h.cfg.ACL.PolicyPath != "" {
+					aclPath := AbsolutePathFromConfigPath(h.cfg.ACL.PolicyPath)
+					err := h.LoadACLPolicy(aclPath)
+					if err != nil {
+						log.Error().Err(err).Msg("Failed to reload ACL policy")
+					}
+					log.Info().
+						Str("path", aclPath).
+						Msg("ACL policy successfully reloaded")
+				}
+
+			default:
+				log.Info().
+					Str("signal", sig.String()).
+					Msg("Received signal to stop, shutting down gracefully")
+
+				// Gracefully shut down servers
+				promHTTPServer.Shutdown(ctx)
+				httpServer.Shutdown(ctx)
+				grpcSocket.GracefulStop()
+
+				// Close network listeners
+				promHTTPListener.Close()
+				httpListener.Close()
+				grpcGatewayConn.Close()
+
+				// Stop listening (and unlink the socket if unix type):
+				socketListener.Close()
+
+				// And we're done:
+				os.Exit(0)
+			}
+		}
+	}(sigc)
+
 	return errorGroup.Wait()
 }
 
diff --git a/cmd/headscale/cli/utils.go b/cmd/headscale/cli/utils.go
index b1a5d4f8..af4391a3 100644
--- a/cmd/headscale/cli/utils.go
+++ b/cmd/headscale/cli/utils.go
@@ -9,7 +9,6 @@ import (
 	"io/fs"
 	"net/url"
 	"os"
-	"path/filepath"
 	"reflect"
 	"strconv"
 	"strings"
@@ -169,7 +168,7 @@ func GetDERPConfig() headscale.DERPConfig {
 	}
 }
 
-func GetLogConfig() headscale.LogTailConfig {
+func GetLogTailConfig() headscale.LogTailConfig {
 	enabled := viper.GetBool("logtail.enabled")
 
 	return headscale.LogTailConfig{
@@ -177,6 +176,14 @@ func GetLogConfig() headscale.LogTailConfig {
 	}
 }
 
+func GetACLConfig() headscale.ACLConfig {
+	policyPath := viper.GetString("acl_policy_path")
+
+	return headscale.ACLConfig{
+		PolicyPath: policyPath,
+	}
+}
+
 func GetDNSConfig() (*tailcfg.DNSConfig, string) {
 	if viper.IsSet("dns_config") {
 		dnsConfig := &tailcfg.DNSConfig{}
@@ -264,23 +271,10 @@ func GetDNSConfig() (*tailcfg.DNSConfig, string) {
 	return nil, ""
 }
 
-func absPath(path string) string {
-	// If a relative path is provided, prefix it with the the directory where
-	// the config file was found.
-	if (path != "") && !strings.HasPrefix(path, string(os.PathSeparator)) {
-		dir, _ := filepath.Split(viper.ConfigFileUsed())
-		if dir != "" {
-			path = filepath.Join(dir, path)
-		}
-	}
-
-	return path
-}
-
-func getHeadscaleConfig() headscale.Config {
+func GetHeadscaleConfig() headscale.Config {
 	dnsConfig, baseDomain := GetDNSConfig()
 	derpConfig := GetDERPConfig()
-	logConfig := GetLogConfig()
+	logConfig := GetLogTailConfig()
 
 	configuredPrefixes := viper.GetStringSlice("ip_prefixes")
 	parsedPrefixes := make([]netaddr.IPPrefix, 0, len(configuredPrefixes)+1)
@@ -342,7 +336,7 @@ func getHeadscaleConfig() headscale.Config {
 		GRPCAllowInsecure: viper.GetBool("grpc_allow_insecure"),
 
 		IPPrefixes:     prefixes,
-		PrivateKeyPath: absPath(viper.GetString("private_key_path")),
+		PrivateKeyPath: headscale.AbsolutePathFromConfigPath(viper.GetString("private_key_path")),
 		BaseDomain:     baseDomain,
 
 		DERP: derpConfig,
@@ -352,7 +346,7 @@ func getHeadscaleConfig() headscale.Config {
 		),
 
 		DBtype: viper.GetString("db_type"),
-		DBpath: absPath(viper.GetString("db_path")),
+		DBpath: headscale.AbsolutePathFromConfigPath(viper.GetString("db_path")),
 		DBhost: viper.GetString("db_host"),
 		DBport: viper.GetInt("db_port"),
 		DBname: viper.GetString("db_name"),
@@ -361,13 +355,13 @@ func getHeadscaleConfig() headscale.Config {
 
 		TLSLetsEncryptHostname: viper.GetString("tls_letsencrypt_hostname"),
 		TLSLetsEncryptListen:   viper.GetString("tls_letsencrypt_listen"),
-		TLSLetsEncryptCacheDir: absPath(
+		TLSLetsEncryptCacheDir: headscale.AbsolutePathFromConfigPath(
 			viper.GetString("tls_letsencrypt_cache_dir"),
 		),
 		TLSLetsEncryptChallengeType: viper.GetString("tls_letsencrypt_challenge_type"),
 
-		TLSCertPath:       absPath(viper.GetString("tls_cert_path")),
-		TLSKeyPath:        absPath(viper.GetString("tls_key_path")),
+		TLSCertPath:       headscale.AbsolutePathFromConfigPath(viper.GetString("tls_cert_path")),
+		TLSKeyPath:        headscale.AbsolutePathFromConfigPath(viper.GetString("tls_key_path")),
 		TLSClientAuthMode: tlsClientAuthMode,
 
 		DNSConfig: dnsConfig,
@@ -397,6 +391,8 @@ func getHeadscaleConfig() headscale.Config {
 			Timeout:  viper.GetDuration("cli.timeout"),
 			Insecure: viper.GetBool("cli.insecure"),
 		},
+
+		ACL: GetACLConfig(),
 	}
 }
 
@@ -416,7 +412,7 @@ func getHeadscaleApp() (*headscale.Headscale, error) {
 		return nil, err
 	}
 
-	cfg := getHeadscaleConfig()
+	cfg := GetHeadscaleConfig()
 
 	app, err := headscale.NewHeadscale(cfg)
 	if err != nil {
@@ -425,8 +421,8 @@ func getHeadscaleApp() (*headscale.Headscale, error) {
 
 	// We are doing this here, as in the future could be cool to have it also hot-reload
 
-	if viper.GetString("acl_policy_path") != "" {
-		aclPath := absPath(viper.GetString("acl_policy_path"))
+	if cfg.ACL.PolicyPath != "" {
+		aclPath := headscale.AbsolutePathFromConfigPath(cfg.ACL.PolicyPath)
 		err = app.LoadACLPolicy(aclPath)
 		if err != nil {
 			log.Fatal().
@@ -440,7 +436,7 @@ func getHeadscaleApp() (*headscale.Headscale, error) {
 }
 
 func getHeadscaleCLIClient() (context.Context, v1.HeadscaleServiceClient, *grpc.ClientConn, context.CancelFunc) {
-	cfg := getHeadscaleConfig()
+	cfg := GetHeadscaleConfig()
 
 	log.Debug().
 		Dur("timeout", cfg.CLI.Timeout).
diff --git a/utils.go b/utils.go
index e7a7a739..6dddf4c5 100644
--- a/utils.go
+++ b/utils.go
@@ -12,10 +12,13 @@ import (
 	"encoding/json"
 	"fmt"
 	"net"
+	"os"
+	"path/filepath"
 	"reflect"
 	"strings"
 
 	"github.com/rs/zerolog/log"
+	"github.com/spf13/viper"
 	"inet.af/netaddr"
 	"tailscale.com/tailcfg"
 	"tailscale.com/types/key"
@@ -334,3 +337,16 @@ func IsStringInSlice(slice []string, str string) bool {
 
 	return false
 }
+
+func AbsolutePathFromConfigPath(path string) string {
+	// If a relative path is provided, prefix it with the the directory where
+	// the config file was found.
+	if (path != "") && !strings.HasPrefix(path, string(os.PathSeparator)) {
+		dir, _ := filepath.Split(viper.ConfigFileUsed())
+		if dir != "" {
+			path = filepath.Join(dir, path)
+		}
+	}
+
+	return path
+}