diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..67c9154
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,70 @@
+version: 2
+
+jobs:
+  golang-1.11-pipeline:
+    working_directory: /home/circleci/app
+    docker:
+      - image: circleci/golang:1.11
+        environment:
+          GO111MODULE: "on"
+    steps:
+      - checkout
+      - restore_cache:
+          keys:
+            - golang-1.11-{{ checksum "go.sum" }}
+      - run: make setup
+      - save_cache:
+          key: golang-1.11-{{ checksum "go.sum" }}
+          paths:
+            - "/go/pkg/mod"
+      - run:
+          name: run static analysis & tests
+          command: make ci
+
+  golang-1.12-pipeline:
+    working_directory: /home/circleci/app
+    docker:
+      - image: circleci/golang:1.12
+        environment:
+          GO111MODULE: "on"
+    steps:
+      - checkout
+      - restore_cache:
+          keys:
+            - golang-1.12-{{ checksum "go.sum" }}
+      - run: make setup
+      - save_cache:
+          key: golang-1.12-{{ checksum "go.sum" }}
+          paths:
+            - "/go/pkg/mod"
+      - run:
+          name: run static analysis & tests
+          command: make ci
+
+  golang-1.13-pipeline:
+    working_directory: /home/circleci/app
+    docker:
+      - image: circleci/golang:1.13
+        environment:
+          GO111MODULE: "on"
+    steps:
+      - checkout
+      - restore_cache:
+          keys:
+            - golang-1.13-{{ checksum "go.sum" }}
+      - run: make setup
+      - save_cache:
+          key: golang-1.13-{{ checksum "go.sum" }}
+          paths:
+            - "/go/pkg/mod"
+      - run:
+          name: run static analysis & tests
+          command: make ci
+
+workflows:
+  version: 2
+  commit:
+    jobs:
+      - golang-1.11-pipeline
+      - golang-1.12-pipeline
+      - golang-1.13-pipeline
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
deleted file mode 100644
index 5bc5684..0000000
--- a/.gitlab-ci.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-image: golang:1.13
-
-cache:
-  paths:
-    - .cache
-
-variables:
-  GOPATH: $CI_PROJECT_DIR/.cache
-
-stages:
-  - setup
-  - validation
-
-setup:
-  stage: setup
-  script:
-    - mkdir -p .cache
-    - go get ./...
-    - curl -sfL https://install.goreleaser.com/github.com/golangci/golangci-lint.sh | sh -s -- -b $(go env GOPATH)/bin v1.17.1
-
-validation:
-  stage: validation
-  before_script:
-    - export PATH="$GOPATH/bin:$PATH"
-  script:
-    - make ci
diff --git a/Makefile b/Makefile
index 58de9a7..06cf507 100644
--- a/Makefile
+++ b/Makefile
@@ -41,6 +41,10 @@ lint: build
 generate-test-data:
 	docker build -t dive-test:latest -f .data/Dockerfile.test-image . && docker image save -o .data/test-docker-image.tar dive-test:latest && echo "Exported test data!"
 
+setup:
+	go get ./...
+	curl -sfL https://install.goreleaser.com/github.com/golangci/golangci-lint.sh | sh -s -- -b /go/bin v1.18.0
+
 clean:
 	rm -rf build
 	go clean