diff --git a/README.md b/README.md
index 4a55d482ee98e60236959604b6c41a92c42cd626..d851bd4722d80ab97efd125b1bd706538487764d 100644
--- a/README.md
+++ b/README.md
@@ -35,13 +35,9 @@ This will build the `gitlab_runner` container with the certificate of the [gitla
 This container, will be the process that register and manage the GitLab runners on your computer.
 
 To run safely the runners themselves, we are going to instantiate new container, for each runners.
-For example to have a runner for `R` development :
+For example to have a runner for `R` development `r_dev/Dockerfile`. Those container must be available from the [Docker store](https://store.docker.com/community/images/lmodolo/r_dev/tags).
 
-```sh
-r_dev/docker_init.sh
-```
-
-The `gitlab_runner` container will be able to launch a runner within the `r_dev:3.5.1` container.
+The `gitlab_runner` container will be able to pull them and launch them (within the `r_dev:3.5.1` container for the `r_dev` eample)
 
 
 ## Registering a Runner
@@ -62,7 +58,7 @@ You can check the runners registered in the **CI/CD** settings of your group.
 To launch your runners execute the following command:
 
 ```sh
-./runner_launch.sh
+./runner_start.sh
 ```
 
 To check the GitLab runner status: