diff --git a/README.md b/README.md
index 6a74f3d..6ecb0c8 100644
--- a/README.md
+++ b/README.md
@@ -19,10 +19,39 @@ The production requires the following services:
 
 The _Transport Site_ project is tested with CircleCI in a Docker container that is defined in `transport-site/Dockerfile`.
 
+### Auto-build of images
+
+:warning: Currently, the auto-build mechanism is broken (see [#17](https://github.com/etalab/transport-ops/issues/17)). See "Manual build" as a work-around in the mean time.
+
 When updating that Dockerfile, push a git tag in the format `a.b.c` and the image will be built by Dockerhub : https://hub.docker.com/r/betagouv/transport/
 
 Then update https://github.com/etalab/transport-site/blob/master/.circleci/config.yml to match the new version.
 
+### Manual build and push of images
+
+As a work-around for [#17](https://github.com/etalab/transport-ops/issues/17):
+
+* Create a [release](https://github.com/etalab/transport-ops/releases) with an upgraded version number
+* Build the image locally with the correct tag, and **without cache** to make sure no left-over impact the build:
+
+```
+docker build . --no-cache -t betagouv/transport:X.Y.Z
+```
+
+* Carefully verify the versions (this will be translated into a testing script later):
+
+```
+docker run -it --rm betagouv/transport:X.Y.Z /bin/bash -c 'node --version'
+docker run -it --rm betagouv/transport:X.Y.Z /bin/bash -c 'elixir --version'
+docker run -it --rm betagouv/transport:X.Y.Z /bin/bash -c "erl -noshell -eval 'erlang:display(erlang:system_info(system_version))' -eval 'init:stop()'"
+```
+
+* Read the [docker push documentation](https://docs.docker.com/engine/reference/commandline/push/)
+* List the local images with `docker image ls`
+* Filter with `docker image ls | grep "betagouv/transport" | grep "X.Y.Z"`
+* Push with `docker image push betagouv/transport:X.Y.Z`
+* TODO: handle `latest` (but it is currently unused)
+
 ## Useful tricks when upgrading
 
 Before creating a tag, the following commands can be used to verify the versions: