diff --git a/CHANGELOG.md b/CHANGELOG.md
index 60ca2bf52..5bb3cdda8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 ## Unreleased
 
 ### Fixed
-- Terminate gracefully on SIGTERM - @recmo
+* Terminate gracefully on SIGTERM (for use in Docker) - @recmo
 
 ## [0.3.1.0] - 2016-02-28
 
diff --git a/Dockerfile b/Dockerfile
index 6d046ba5a..3fc7efaba 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,7 +16,7 @@ RUN wget http://github.com/begriffs/postgrest/releases/download/v${POSTGREST_VER
     mv postgrest /usr/local/bin/postgrest && \
     rm postgrest-${POSTGREST_VERSION}-ubuntu.tar.xz
 
-CMD postgrest postgres://${PG_ENV_POSTGRES_USER}:${PG_ENV_POSTGRES_PASSWORD}@${PG_PORT_5432_TCP_ADDR}:${PG_PORT_5432_TCP_PORT}/${PG_ENV_POSTGRES_DB} \
+CMD exec postgrest postgres://${PG_ENV_POSTGRES_USER}:${PG_ENV_POSTGRES_PASSWORD}@${PG_PORT_5432_TCP_ADDR}:${PG_PORT_5432_TCP_PORT}/${PG_ENV_POSTGRES_DB} \
               --port 3000 \
               --schema ${POSTGREST_SCHEMA} \
               --anonymous ${POSTGREST_ANONYMOUS} \