diff --git a/.gitignore b/.gitignore
index 18a36af9..a3e343cf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,7 +9,7 @@ MANIFEST
 
 repo2docker/s2i
 
-bin/
+^bin/
 lib/
 share/
 include/
diff --git a/repo2docker/detectors.py b/repo2docker/detectors.py
index b124c945..1b4797e7 100644
--- a/repo2docker/detectors.py
+++ b/repo2docker/detectors.py
@@ -139,7 +139,7 @@ class CondaBuildPack(S2IBuildPack):
 
 class JuliaBuildPack(S2IBuildPack):
     name = Unicode('julia')
-    build_image = Unicode('jupyterhub/singleuser-builder-julia:v0.2.2', config=True)
+    build_image = Unicode('jupyterhub/singleuser-builder-julia:v0.2.3', config=True)
 
     def detect(self, workdir):
         return os.path.exists(os.path.join(workdir, 'REQUIRE'))
diff --git a/s2i-builders/julia/s2i/bin/assemble b/s2i-builders/julia/s2i/bin/assemble
new file mode 100755
index 00000000..2b3f0083
--- /dev/null
+++ b/s2i-builders/julia/s2i/bin/assemble
@@ -0,0 +1,28 @@
+#!/bin/bash -e
+#
+# S2I assemble script for the jupyterhub/singleuser-builder image.
+# The 'assemble' script builds your application source so that it is ready to run.
+#
+# For more information refer to the documentation:
+#	https://github.com/openshift/source-to-image/blob/master/docs/builder_image.md
+#
+
+if [[ "$1" == "-h" ]]; then
+	exec /usr/libexec/s2i/usage
+fi
+
+# Restore artifacts from the previous build (if they exist).
+#
+echo "---> Installing application source..."
+mkdir -p ${APP_DIR}/src
+cp -Rf /tmp/src/. ${APP_DIR}/src
+
+# HACK: We copy it to current directory too, since people wanna see the
+# notebooks and stuff in there. Figure out a way to tweak this?
+cp -Rf /tmp/src/. .
+
+echo "---> Building application from source..."
+if [ -f ${APP_DIR}/src/REQUIRE ]; then
+    cat ${APP_DIR}/src/REQUIRE >> $JULIA_PKGDIR/v0.6/REQUIRE
+    julia -e "Pkg.resolve()"
+fi
diff --git a/s2i-builders/julia/s2i/bin/run b/s2i-builders/julia/s2i/bin/run
new file mode 100755
index 00000000..cc98dccb
--- /dev/null
+++ b/s2i-builders/julia/s2i/bin/run
@@ -0,0 +1,10 @@
+#!/bin/bash -e
+#
+# S2I run script for the 'ubuntu1610-python35-venv' image.
+# The run script executes the server that runs your application.
+#
+# For more information see the documentation:
+#	https://github.com/openshift/source-to-image/blob/master/docs/builder_image.md
+#
+
+exec ${APP_DIR}/venv/bin/jupyter notebook --ip=0.0.0.0
diff --git a/s2i-builders/julia/s2i/bin/save-artifacts b/s2i-builders/julia/s2i/bin/save-artifacts
new file mode 100755
index 00000000..7359dfb5
--- /dev/null
+++ b/s2i-builders/julia/s2i/bin/save-artifacts
@@ -0,0 +1,10 @@
+#!/bin/sh -e
+#
+# S2I save-artifacts script for the 'ubuntu1610-python35-venv' image.
+# The save-artifacts script streams a tar archive to standard output.
+# The archive contains the files and folders you want to re-use in the next build.
+#
+# For more information see the documentation:
+#	https://github.com/openshift/source-to-image/blob/master/docs/builder_image.md
+#
+# tar cf - <list of files and folders>
diff --git a/s2i-builders/julia/s2i/bin/usage b/s2i-builders/julia/s2i/bin/usage
new file mode 100755
index 00000000..2aff1f76
--- /dev/null
+++ b/s2i-builders/julia/s2i/bin/usage
@@ -0,0 +1,12 @@
+#!/bin/bash -e
+cat <<EOF
+This is the ubuntu1610-python35-venv S2I image:
+To use it, install S2I: https://github.com/openshift/source-to-image
+
+Sample invocation:
+
+s2i build <source code path/URL> ubuntu1610-python35-venv <application image>
+
+You can then run the resulting image via:
+docker run <application image>
+EOF
diff --git a/s2i-builders/julia/version b/s2i-builders/julia/version
index f0cfd3bb..576b7771 100644
--- a/s2i-builders/julia/version
+++ b/s2i-builders/julia/version
@@ -1 +1 @@
-v0.2.2
+v0.2.3
diff --git a/setup.py b/setup.py
index f38bc0a3..7af489ac 100644
--- a/setup.py
+++ b/setup.py
@@ -92,7 +92,7 @@ else:
 
 setup(
     name='jupyter-repo2docker',
-    version='0.2.9',
+    version='0.2.10',
     install_requires=[
         'docker',
         'traitlets',