diff --git a/.woodpecker.yml b/.woodpecker.yml
index 5a8364d..a365c20 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -4,10 +4,12 @@ pipeline:
     registry: registry.nulo.in
     repo: registry.nulo.in/sutty/postgresql
     tags:
-    - ${ALPINE_VERSION}
+    - ${ALPINE_VERSION}-${PG_VERSION}
     - latest
     build_args:
     - ALPINE_VERSION=${ALPINE_VERSION}
+    - PG_VERSION=${PG_VERSION}
+    - PG_VERSION_APPENDED=${PG_VERSION_APPENDED}
     - BASE_IMAGE=registry.nulo.in/sutty/monit
     username: sutty
     secrets:
@@ -15,8 +17,15 @@ pipeline:
     when:
       branch: antifascista
       event: push
-
 matrix:
-  ALPINE_VERSION:
-  - 3.13.6
-  - 3.14.2
+  include:
+  - ALPINE_VERSION: 3.13.7
+    PG_VERSION: 13
+  - ALPINE_VERSION: 3.14.3
+    PG_VERSION: 13
+  - ALPINE_VERSION: 3.15.0
+    PG_VERSION: 13
+    PG_VERSION_APPENDED: 13
+  - ALPINE_VERSION: 3.15.0
+    PG_VERSION: 14
+    PG_VERSION_APPENDED: 14
diff --git a/Dockerfile b/Dockerfile
index 075631b..0b45ee1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,22 +2,22 @@ ARG ALPINE_VERSION=3.13.6
 ARG BASE_IMAGE=sutty/monit
 FROM ${BASE_IMAGE}:${ALPINE_VERSION}
 MAINTAINER "f <f@sutty.nl>"
+ARG PG_VERSION=13
+ARG PG_VERSION_APPENDED
 
-ENV PGBASE /var/lib/postgresql
-ENV PGDATA $PGBASE/13/data
-ENV LANG en_US.utf8
-ENV PGUSER sutty
-ENV PGDB sutty
-ENV PGVER 13
-ENV PGCLIENT sutty
-ENV PAGER "less -niSFX"
+ENV PGVER=$PG_VERSION
+ENV PGBASE=/var/lib/postgresql
+ENV PGDATA=${PGBASE}/${PGVER}/data
+ENV PAGER="less -niSFX"
 
-RUN apk add --no-cache postgresql postgresql-contrib daemonize less
+# Starting from Alpine 3.15 there are several PostgreSQL versions
+# supported.
+RUN apk add --no-cache postgresql${PG_VERSION_APPENDED} postgresql${PG_VERSION_APPENDED}-contrib daemonize less
+RUN install -dm 750 -o postgres -g postgres /etc/postgres.d
 
-COPY ./postgresql.sh /usr/local/bin/postgresql
 COPY ./monit.conf /etc/monit.d/postgresql.conf
-
-RUN chmod 750 /usr/local/bin/postgresql
+COPY ./postgresqld.sh /usr/local/bin/postgresqld
+COPY ./postgresql.conf /etc/postgres.d/postgresql.conf
 
 EXPOSE 5432
 VOLUME $PGBASE
diff --git a/monit.conf b/monit.conf
index d968884..f46e079 100644
--- a/monit.conf
+++ b/monit.conf
@@ -1,4 +1,4 @@
-check process postgresql with pidfile /tmp/postgresql.pid
-  start program = "/usr/local/bin/postgresql start"
-  stop program = "/usr/local/bin/postgresql stop"
+check process postgresql with pidfile /run/postgresql.pid
+  start program = "/usr/local/bin/postgresqld start"
+  stop program = "/usr/local/bin/postgresqld stop"
   if failed port 5432 protocol pgsql for 3 times within 5 cycles then restart
diff --git a/postgresql.conf b/postgresql.conf
new file mode 100644
index 0000000..a07cd97
--- /dev/null
+++ b/postgresql.conf
@@ -0,0 +1,7 @@
+listen_addresses = '*'
+external_pid_file = '/run/postgresql.pid'
+log_destination = 'syslog'
+log_checkpoints = on
+log_connections = on
+log_disconnections = on
+log_hostname = on
diff --git a/postgresql.sh b/postgresql.sh
deleted file mode 100644
index a06b85c..0000000
--- a/postgresql.sh
+++ /dev/null
@@ -1,37 +0,0 @@
-#!/bin/sh
-set -e
-
-case $1 in
-  stop)
-    /bin/su postgres -c "pg_ctl stop -D ${PGDATA}" ;;
-  reload)
-    /bin/su postgres -c "pg_ctl reload -D ${PGDATA}" ;;
-  *)
-    pid=/tmp/postgresql.pid
-    user=postgres
-    log=${PGDATA}/postgresql.log
-
-    install -dm 2750 -o postgres -g postgres /run/postgresql
-    chown -R postgres:postgres ${PGBASE}
-
-    if test ! -f ${PGDATA}/PG_VERSION ; then
-      su - postgres -c "/usr/bin/initdb --locale ${LANG} -E UTF8 -D ${PGDATA}"
-      su - postgres -c "/usr/bin/pg_ctl start --pgdata ${PGDATA}"
-      su - postgres -c "/usr/bin/createuser --login ${PGUSER}"
-      su - postgres -c "/usr/bin/createdb --owner ${PGUSER} ${PGDB}"
-      su - postgres -c "/usr/bin/pg_ctl stop --pgdata ${PGDATA}"
-
-      echo "host ${PGDB} ${PGUSER} ${PGCLIENT} trust" >> ${PGDATA}/pg_hba.conf
-      echo "host ${PGDB}_test ${PGUSER} ${PGCLIENT} trust" >> ${PGDATA}/pg_hba.conf
-
-      echo "listen_addresses = '*'" >> ${PGDATA}/postgresql.conf
-      echo "external_pid_file = '${pid}'" >> ${PGDATA}/postgresql.conf
-    fi
-
-    rm -f ${pid}
-    daemonize -u ${user} -c ${PGDATA} -o ${log} -a -e ${log} \
-              /usr/bin/postgres
-
-    su - postgres -c "echo 'create extension if not exists pgcrypto;' | psql -U postgres"
-    ;;
-esac
diff --git a/postgresqld.sh b/postgresqld.sh
new file mode 100644
index 0000000..bc48997
--- /dev/null
+++ b/postgresqld.sh
@@ -0,0 +1,24 @@
+#!/bin/sh
+set -e
+
+case $1 in
+  stop)
+    su postgres -c "pg_ctl stop -D ${PGDATA}" ;;
+  reload)
+    su postgres -c "pg_ctl reload -D ${PGDATA}" ;;
+  *)
+    pid=/run/postgresql.pid
+
+    install -dm 2750 -o ${user} -g ${user} /run/postgresql
+    chown -R ${user}:${user} ${PGBASE}
+
+    if test ! -f ${PGDATA}/PG_VERSION ; then
+      su postgres -c "/usr/bin/initdb -D ${PGDATA}"
+
+      echo "include_dir = '/etc/postgres.d'" >> ${PGDATA}/postgresql.conf
+    fi
+
+    rm -f ${pid}
+    daemonize -u postgres -c ${PGDATA} /usr/bin/postgres
+    ;;
+esac