diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..a66252b
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/ssl/*
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..cc1f8d4
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,13 @@
+.DEFAULT_GOAL := all
+
+ifeq (, $(shell which mkcert))
+    $(error "No mkcert in $(PATH). Please install mkcert, see https://github.com/FiloSottile/mkcert#installation")
+endif
+
+ssl/test.key:
+	mkdir -p ./ssl
+	mkcert --key-file ./ssl/test.key --cert-file ./ssl/test.crt "*.docker.test" 127.0.0.1 ::1
+
+all: ssl/test.key
+	docker network inspect traefik-docker > /dev/null 2>&1 || docker network create traefik-docker
+	docker-compose up -d --remove-orphans
diff --git a/README.md b/README.md
index 03a2230..2fe8b25 100644
--- a/README.md
+++ b/README.md
@@ -1,47 +1,35 @@
-# Local load balancer for docker-compose projects
-
-This project allows to access individual docker compose containers through `http://(.+\.)?<service>.<compose-project>.docker`.
-
-This is how it works:
-- A docker container runs a dns server that always returns 127.0.0.1 (exposed to localhost:10053)
-- The system needs to be configured to resolve any .docker hostname with localhost:10053
-- A docker container runs an nginx load balancer exposed on localhost:80 that proxies `*<service>.<compose-project>.docker`
-  http requests to `<compose-project>_<service>_1`. This container is attached to all the docker networks.
-
-The containers will start when docker starts since they are configured with `restart: always`.
-
 ## Installation
 
 ```
-# Start load balancer and dns
-docker-compose up -d
-
-# Give load balancer access to all the compose networks
-docker network ls --filter driver=bridge --filter scope=local -q \
-    | xargs -I {} docker network connect {} "$(docker-compose ps -q lb)"
+# Generate ssl certificates using mkcert and start traefik, dns
+make
 
 # Configure system to resolve all .docker domains using the spun up dns server
 sudo mkdir -p /etc/resolver
-sudo tee /etc/resolver/docker > /dev/null <<EOF
-domain docker
+sudo tee /etc/resolver/test > /dev/null <<EOF
+domain test
 port 10053
 nameserver 127.0.0.1
 EOF
 ```
 
-## Adding networks
+## Containers configuration
 
-Whenever you've started a new docker compose project or added networks, run the same command that you ran during installation:
+### docker-compose
 
-```
-docker network ls --filter driver=bridge --filter scope=local -q \
-    | xargs -I {} docker network connect {} "$(docker-compose ps -q lb)"
-```
+```yaml
+version: '3'
 
-## Removing networks
+networks:
+    traefik-docker:
+        external: true
 
-If you need to disconnect the load balancer from a network, for example when running `docker-compose down` for that network/project:
-
-```
-docker network disconnect -f <compose-project>_default "$(docker-compose ps -q lb)"
+services:
+    webserver:
+        # image, volumes, etc 
+        networks:
+            - traefik-docker
+        labels:
+            traefik.enable: true
+            traefik.http.routers.webserver.rule: 'Host(`my-webserver.docker.test`)'
 ```
diff --git a/docker-compose.yml b/docker-compose.yml
index ad9f22d..c7b45a8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,13 +1,33 @@
-version: "3"
+version: '3'
+
+networks:
+  traefik-docker:
+    external: true
 
 services:
-  lb:
-    image: nginx:1.15-alpine
+  traefik:
+    image: traefik:v2.2
+    restart: always
+    command:
+      #- '--log.level=DEBUG'
+      - '--api.insecure=true'
+      - '--providers.docker=true'
+      - '--providers.docker.exposedbydefault=false'
+      - '--providers.docker.network=traefik-docker'
+      - '--entrypoints.http.address=:80'
+      - '--entrypoints.https.address=:443'
+      - '--entrypoints.https.http.tls=true'
+      - '--providers.file.filename=/etc/traefik/traefik-ssl.toml'
     ports:
-      - 80:80
+      - '80:80'
+      - '443:443'
+      - '8080:8080'
+    networks:
+      - traefik-docker
     volumes:
-      - ./nginx.conf:/etc/nginx/conf.d/default.conf:ro
-    restart: always
+      - '/var/run/docker.sock:/var/run/docker.sock:ro'
+      - './traefik-ssl.toml:/etc/traefik/traefik-ssl.toml'
+      - './ssl/:/etc/traefik/ssl/:ro'
     logging: &logging
       options:
         max-size: '10k'
diff --git a/nginx.conf b/nginx.conf
deleted file mode 100644
index 736090a..0000000
--- a/nginx.conf
+++ /dev/null
@@ -1,11 +0,0 @@
-server {
-    listen 80;
-
-    server_name ~^(.+\.)?(?P<service>.+)\.(?P<project>.+)\.docker$;
-
-    location / {
-        resolver 127.0.0.11;
-        proxy_set_header Host $host;
-        proxy_pass "http://${project}_${service}_1";
-    }
-}
diff --git a/traefik-ssl.toml b/traefik-ssl.toml
new file mode 100644
index 0000000..20f0895
--- /dev/null
+++ b/traefik-ssl.toml
@@ -0,0 +1,5 @@
+[tls.stores]
+  [tls.stores.default]
+    [tls.stores.default.defaultCertificate]
+      certFile = "/etc/traefik/ssl/test.crt"
+      keyFile = "/etc/traefik/ssl/test.key"