diff --git a/docker/conf/nginx.conf b/docker/conf/nginx.conf
--- a/docker/conf/nginx.conf
+++ b/docker/conf/nginx.conf
@@ -19,6 +19,11 @@
   # upstreams.
   resolver           127.0.0.11 valid=30s;
 
+  log_format combined_with_duration '$remote_addr - $remote_user [$time_local] '
+                      '"$request" $status $body_bytes_sent '
+                      '"$http_referer" "$http_user_agent" $request_time';
+  access_log /dev/stdout combined_with_duration;
+
   server {
     listen             5080 default_server;
 
diff --git a/docker/services/swh-storage/entrypoint.sh b/docker/services/swh-storage/entrypoint.sh
--- a/docker/services/swh-storage/entrypoint.sh
+++ b/docker/services/swh-storage/entrypoint.sh
@@ -40,9 +40,11 @@
       echo Starting the swh-storage API server
       exec gunicorn --bind 0.0.0.0:5002 \
            --reload \
+           --access-logfile /dev/stdout \
+           --access-logformat "%(t)s %(r)s %(s)s %(b)s %(M)s" \
            --threads 4 \
            --workers 2 \
-           --log-level DEBUG \
+           --log-level INFO \
            --timeout 3600 \
            --config 'python:swh.core.api.gunicorn_config' \
            'swh.storage.api.server:make_app_from_configfile()'