diff --git a/Dockerfile b/Dockerfile
index 9086cf74..2f1d7688 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,7 @@
 # SPDX-License-Identifier: Apache-2.0
 
 #### BUILDER ####
-FROM eu.gcr.io/gardener-project/3rd/golang:1.15.5 AS builder
+FROM eu.gcr.io/gardener-project/3rd/golang:1.16.7 AS builder
 
 WORKDIR /go/src/github.com/gardener/component-cli
 COPY . .
@@ -13,10 +13,9 @@ ARG EFFECTIVE_VERSION
 RUN make install EFFECTIVE_VERSION=$EFFECTIVE_VERSION
 
 #### BASE ####
-FROM eu.gcr.io/gardenlinux/gardenlinux:184.0 AS base
+FROM alpine:3.13.5 AS base
 
-RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get --yes -o Dpkg::Options::="--force-confnew" install ca-certificates \
-    && rm -rf /var/lib/apt /var/cache/apt
+RUN apk add --no-cache ca-certificates
 
 #### Component CLI ####
 FROM base as cli