diff --git a/CHANGELOG.md b/CHANGELOG.md
index 30736195..15b5479d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,7 +4,7 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org).
 
-## [Unreleased]
+## 2.1.1 - 2019-09-22
 
 #### Added
 
@@ -26,6 +26,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 
 * [#151](https://github.com/shlinkio/shlink-web-client/issues/151) Fixed "order by" indicator (caret) still indicate ASC on column header when no order is specified.
 * [#157](https://github.com/shlinkio/shlink-web-client/issues/157) Fixed pagination control on graphs expanding too much when lots of pages need to be rendered.
+* [#155](https://github.com/shlinkio/shlink-web-client/issues/155) Fixed client-side paths resolve to 404 when served from nginx in docker image instead of falling back to `index.html`.
 
 
 ## 2.1.0 - 2019-05-19
diff --git a/Dockerfile b/Dockerfile
index 1e28624c..4da33d8d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,5 +4,6 @@ RUN cd /shlink-web-client && npm install && npm run build
 
 FROM nginx:1.17.3-alpine
 LABEL maintainer="Alejandro Celaya <alejandro@alejandrocelaya.com>"
-RUN rm -r /usr/share/nginx/html
+RUN rm -r /usr/share/nginx/html && rm /etc/nginx/conf.d/default.conf
+COPY config/docker/nginx.conf /etc/nginx/conf.d/default.conf
 COPY --from=node /shlink-web-client/build /usr/share/nginx/html
diff --git a/config/docker/nginx.conf b/config/docker/nginx.conf
new file mode 100644
index 00000000..f9b2b816
--- /dev/null
+++ b/config/docker/nginx.conf
@@ -0,0 +1,17 @@
+server {
+    listen 80 default_server;
+    charset utf-8;
+    root /usr/share/nginx/html;
+    index index.html;
+
+    # When requesting static paths with extension, try them, and return a 404 if not found
+    location ~ .+\.(css|js|html|png|jpg|jpeg|gif|bmp|ico|csv|otf|eot|svg|svgz|ttf|woff|woff2|ijmap|pdf|tif|map) {
+        try_files $uri $uri/ =404;
+    }
+
+    # When requesting a path without extension, try it, and return the index if not found
+    # This allows HTML5 history paths to be handled by the client application
+    location / {
+        try_files $uri $uri/ /index.html$is_args$args;
+    }
+}