diff --git a/.github/workflows/setup/action.yaml b/.github/workflows/setup/action.yaml
index 4e4f457..3320363 100644
--- a/.github/workflows/setup/action.yaml
+++ b/.github/workflows/setup/action.yaml
@@ -6,13 +6,9 @@ runs:
     - name: Set up go
       uses: actions/setup-go@v4
       with:
-        go-version: 1.21.3
+        go-version: 1.20.10
     - name: Install asdf & tools
       uses: asdf-vm/actions/setup@v2
     - name: Setup
       shell: bash
-      run: |
-        asdf plugin-add protoc https://github.com/paxosglobal/asdf-protoc.git
-        asdf install protoc 24.4
-        asdf global protoc 24.4
-        make bootstrap
+      run: make bootstrap
diff --git a/.tool-versions b/.tool-versions
new file mode 100644
index 0000000..52039c4
--- /dev/null
+++ b/.tool-versions
@@ -0,0 +1,3 @@
+protoc 24.4
+yq 4.35.2
+grpcurl 1.8.8
diff --git a/Dockerfile b/Dockerfile
index 8df0ec1..b81b9fd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.18 as build
+FROM golang:1.20 as build
 
 ENV GO111MODULE on
 
@@ -11,7 +11,7 @@ RUN go mod download
 COPY . ./
 RUN make bin
 
-FROM golang:1.18 as deploy
+FROM golang:1.20 as deploy
 
 WORKDIR /app/
 
diff --git a/README.md b/README.md
index ce11cee..b96f3b3 100644
--- a/README.md
+++ b/README.md
@@ -48,17 +48,16 @@ It aims to provide an efficient and flexible way to access the on-chain data:
 
 ## Quick Start
 
-Make sure your local go version is 1.18 by running the following commands:
+If you're not using [asdf](https://asdf-vm.com/), then make sure your local go version is 1.20+ by running the following commands:
 
 ```shell
-brew install go@1.18
+brew install go@1.20.10
 brew unlink go
-brew link go@1.18
+brew link go@1.20.10
 
 brew install protobuf@3.21.12
 brew unlink protobuf
 brew link protobuf
-
 ```
 
 To set up for the first time (only done once):
diff --git a/go.mod b/go.mod
index d424cdd..73d23e9 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/coinbase/chainstorage
 
-go 1.18
+go 1.20
 
 require (
 	github.com/VividCortex/ewma v1.2.0
diff --git a/scripts/bootstrap.sh b/scripts/bootstrap.sh
index 66f05a0..58baf62 100755
--- a/scripts/bootstrap.sh
+++ b/scripts/bootstrap.sh
@@ -2,12 +2,32 @@
 
 set -exo pipefail
 
-source ./scripts/precheck.sh
-
+# Use asdf if it's available
+if [ -x "$(command -v asdf)" ]; then
+  if ! [ -x "$(command -v go)" ]; then
+    if ! asdf plugin-list | grep -e '^golang$' &> /dev/null; then
+      asdf plugin add golang https://github.com/asdf-community/asdf-golang.git
+      asdf install golang 1.20.10
+      asdf global golang 1.20.10
+    fi
+  fi
+  if ! asdf plugin-list | grep -e '^yq$' &> /dev/null; then
+    asdf plugin-add yq https://github.com/sudermanjr/asdf-yq.git
+  fi
+  if ! asdf plugin-list | grep -e '^protoc$' &> /dev/null; then
+    asdf plugin-add protoc https://github.com/paxosglobal/asdf-protoc.git
+  fi
+  if ! asdf plugin-list | grep -e '^grpcurl$' &> /dev/null; then
+    asdf plugin-add grpcurl https://github.com/asdf-community/asdf-grpcurl.git
+  fi
+  asdf install
+else
+  source ./scripts/precheck.sh
+  go install github.com/mikefarah/yq/v4@v4.35.2
+fi
 
 go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.31.0
 go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@v1.3.0
-go install github.com/mikefarah/yq/v4@v4.35.2
 go install github.com/golang/mock/mockgen@v1.6.0
 go install github.com/gordonklaus/ineffassign@v0.0.0-20230610083614-0e73809eb601
 go install github.com/kisielk/errcheck@v1.6.3
@@ -15,3 +35,7 @@ go install github.com/go-bindata/go-bindata/go-bindata@v3.1.2
 go install golang.org/x/tools/cmd/goimports@v0.13.0
 go mod download
 go mod tidy
+
+if [ -x "$(command -v asdf)" ]; then
+  asdf reshim
+fi
diff --git a/scripts/precheck.sh b/scripts/precheck.sh
index 577bc15..cfa1acc 100755
--- a/scripts/precheck.sh
+++ b/scripts/precheck.sh
@@ -2,6 +2,12 @@
 
 set -eo pipefail
 
+# Check if golang is installed
+if ! [ -x "$(command -v go)" ]; then
+  echo 'Error: go is not installed. Please refer https://golang.org/ for installation instruction' >&2
+  exit 1
+fi
+
 # Check if protobuf is installed
 if ! [ -x "$(command -v protoc)" ]; then
   echo 'Error: protobuf is not installed. Please refer https://grpc.io/docs/protoc-installation/ for installation instruction' >&2