diff --git a/.ci/packaging.groovy b/.ci/packaging.groovy
index f36087cbdd5..1d884109ae8 100644
--- a/.ci/packaging.groovy
+++ b/.ci/packaging.groovy
@@ -135,9 +135,11 @@ pipeline {
                     'linux/386',
                     'linux/arm64',
                     'linux/armv7',
-                    'linux/ppc64le',
-                    'linux/mips64',
-                    'linux/s390x',
+                    // The platforms above are disabled temporarly as crossbuild images are
+                    // not available. See: https://github.com/elastic/golang-crossbuild/issues/71
+                    //'linux/ppc64le',
+                    //'linux/mips64',
+                    //'linux/s390x',
                     'windows/amd64',
                     'windows/386',
                     (params.macos ? '' : 'darwin/amd64'),
diff --git a/.go-version b/.go-version
index 52e779f28fa..4ed70fac17d 100644
--- a/.go-version
+++ b/.go-version
@@ -1 +1 @@
-1.14.7
+1.14.12
diff --git a/auditbeat/Dockerfile b/auditbeat/Dockerfile
index 0db572a2d1f..c6d4c0c0735 100644
--- a/auditbeat/Dockerfile
+++ b/auditbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/filebeat/Dockerfile b/filebeat/Dockerfile
index 7a25b9906af..d9707991a5f 100644
--- a/filebeat/Dockerfile
+++ b/filebeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/heartbeat/Dockerfile b/heartbeat/Dockerfile
index c0d8abfa9c8..f0155d34274 100644
--- a/heartbeat/Dockerfile
+++ b/heartbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/journalbeat/Dockerfile b/journalbeat/Dockerfile
index dd1d377f88d..6df4d47d885 100644
--- a/journalbeat/Dockerfile
+++ b/journalbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/libbeat/Dockerfile b/libbeat/Dockerfile
index b72fbaa58b5..b7dde2b92cf 100644
--- a/libbeat/Dockerfile
+++ b/libbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/metricbeat/Dockerfile b/metricbeat/Dockerfile
index aa3d282f7f5..f19564bffbd 100644
--- a/metricbeat/Dockerfile
+++ b/metricbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/packetbeat/Dockerfile b/packetbeat/Dockerfile
index 52a31a9e99d..2b0faecc26f 100644
--- a/packetbeat/Dockerfile
+++ b/packetbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/x-pack/functionbeat/Dockerfile b/x-pack/functionbeat/Dockerfile
index 3abd7b67c5e..907a989eb4d 100644
--- a/x-pack/functionbeat/Dockerfile
+++ b/x-pack/functionbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \
diff --git a/x-pack/libbeat/Dockerfile b/x-pack/libbeat/Dockerfile
index 40977aa6cf9..06ca7a1ffad 100644
--- a/x-pack/libbeat/Dockerfile
+++ b/x-pack/libbeat/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.14.7
+FROM golang:1.14.12
 
 RUN \
     apt-get update \