diff --git a/Dockerfile b/Dockerfile
index 99dda85..f0e9eed 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,9 +1,11 @@
-FROM golang:1.20
+FROM golang:1.21
+
+ENV PATH=${PATH}:/root/.local/bin
 
 RUN apt update && \
-    apt install -y python3 python3-pip ruby git && \
+    apt install -y python3 python3-pip ruby git pipx && \
     rm -rf /var/lib/apt/lists/* && \
     go install github.com/lietu/go-pre-commit@latest && \
     go install golang.org/x/tools/cmd/goimports@latest && \
     curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s -- -b $(go env GOPATH)/bin v1.53.2 && \
-    pip install pre-commit
+    pipx install pre-commit