diff --git a/ci/images/debian10/Dockerfile b/ci/images/debian10/Dockerfile
index 397316c2babb..df7da48826b3 100644
--- a/ci/images/debian10/Dockerfile
+++ b/ci/images/debian10/Dockerfile
@@ -6,13 +6,13 @@ RUN apt-get update
 RUN apt-get install -y curl gnupg
 
 # Installs node.
-RUN curl -fsSL https://deb.nodesource.com/setup_12.x | bash - && \
-    apt-get install -y nodejs
+RUN curl -fsSL https://deb.nodesource.com/setup_12.x | bash - \
+  && apt-get install -y nodejs
 
 # Installs yarn.
-RUN curl -fsSL https://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - && \
-    echo "deb https://dl.yarnpkg.com/debian/ stable main" | tee /etc/apt/sources.list.d/yarn.list && \
-    apt-get update && apt-get install -y yarn
+RUN curl -fsSL https://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - \
+  && echo "deb https://dl.yarnpkg.com/debian/ stable main" | tee /etc/apt/sources.list.d/yarn.list \
+  && apt-get update && apt-get install -y yarn
 
 # Installs VS Code build deps.
 RUN apt-get install -y build-essential
@@ -24,25 +24,17 @@ RUN apt-get install -y gettext-base
 RUN apt-get install -y git rsync unzip jq
 
 # Installs shellcheck.
-RUN curl -fsSL https://github.com/koalaman/shellcheck/releases/download/v0.7.1/shellcheck-v0.7.1.linux.$(uname -m).tar.xz | \
-    tar -xJ && \
-    mv shellcheck*/shellcheck /usr/local/bin && \
-    rm -R shellcheck*
-
-# Install Go.
-RUN ARCH="$(uname -m | sed 's/x86_64/amd64/; s/aarch64/arm64/')" && \
-    curl -fsSL "https://dl.google.com/go/go1.14.3.linux-$ARCH.tar.gz" | tar -C /usr/local -xz
-ENV GOPATH=/gopath
-# Ensures running this image as another user works.
-RUN mkdir -p $GOPATH && chmod -R 777 $GOPATH
-ENV PATH=/usr/local/go/bin:$GOPATH/bin:$PATH
-
-# More stable than go get
-RUN curl -sfL https://install.goreleaser.com/github.com/goreleaser/nfpm.sh | sh
-
-RUN VERSION="$(curl -fsSL https://storage.googleapis.com/kubernetes-release/release/stable.txt)" && \
-    curl -fsSL "https://storage.googleapis.com/kubernetes-release/release/$VERSION/bin/linux/amd64/kubectl" > /usr/local/bin/kubectl \
-    && chmod +x /usr/local/bin/kubectl
+RUN curl -fsSL https://github.com/koalaman/shellcheck/releases/download/v0.7.1/shellcheck-v0.7.1.linux.$(uname -m).tar.xz \
+  | tar -xJ \
+  && mv shellcheck*/shellcheck /usr/local/bin \
+  && rm -R shellcheck*
+
+# Using GitHub release URL is better because now only rely on one service instead of GitHub and install.goreleaser.com
+RUN curl -sSL https://github.com/goreleaser/nfpm/releases/download/v2.3.1/nfpm_2.3.1_Linux_x86_64.tar.gz | tar -C /tmp -zxv nfpm
+
+RUN VERSION="$(curl -fsSL https://storage.googleapis.com/kubernetes-release/release/stable.txt)" \
+  && curl -fsSL "https://storage.googleapis.com/kubernetes-release/release/$VERSION/bin/linux/amd64/kubectl" >/usr/local/bin/kubectl \
+  && chmod +x /usr/local/bin/kubectl
 RUN curl -fsSL https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 | bash
 RUN helm plugin install https://github.com/instrumenta/helm-kubeval