diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..d5ea1d8
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,69 @@
+version: 2
+
+jobs:
+
+  build:
+    machine: true
+
+    environment:
+      PROJNAME: github.com/billziss-gh/cgofuse
+
+    working_directory: ~/.go_workspace/src/github.com/billziss-gh/cgofuse
+
+    steps:
+    - checkout
+
+    - run:
+        name: Build cgofuse image
+        command: docker build -t cgofuse .
+
+    - run:
+        name: Cross-compile cgofuse
+        command: |
+            go get -v github.com/karalabe/xgo
+            xgo \
+                --image=cgofuse \
+                --targets=darwin/386,darwin/amd64,linux/386,linux/amd64,windows/386,windows/amd64 \
+                --buildmode=archive \
+                ./fuse
+
+    - run:
+        name: Prepare artifacts
+        command: |
+            mkdir -p /tmp/cgofuse.work/src/$PROJNAME/fuse
+            echo //go:binary-only-package >/tmp/cgofuse.work/src/$PROJNAME/fuse/host.go
+            echo package fuse            >>/tmp/cgofuse.work/src/$PROJNAME/fuse/host.go
+            echo //go:binary-only-package >/tmp/cgofuse.work/src/$PROJNAME/fuse/fsop.go
+            echo package fuse            >>/tmp/cgofuse.work/src/$PROJNAME/fuse/fsop.go
+            for f in fuse-*.[al]*; do
+                d=$(echo "$f" | sed 's/fuse-\([^-.]*\).*-\([^-.]*\)\..*/\1_\2/g')
+                mkdir -p /tmp/cgofuse.work/pkg/$d/$PROJNAME
+                cp "$f" /tmp/cgofuse.work/pkg/$d/$PROJNAME/fuse.a
+            done
+            mkdir -p /tmp/cgofuse.dist
+            GIT_DSC=$(git describe --long)
+            (cd /tmp/cgofuse.work && zip -rv - *) >/tmp/cgofuse.dist/cgofuse-$GIT_DSC.zip
+
+    - store_artifacts:
+        path: /tmp/cgofuse.dist
+
+    - deploy:
+        name: Make github release
+        command: |
+            if git describe --exact-match >/dev/null 2>&1; then
+                GIT_TAG=$(git describe --exact-match)
+                GIT_DSC=$(git describe --long)
+                go get -v github.com/aktau/github-release
+                github-release release \
+                    --user "$CIRCLE_PROJECT_USERNAME" \
+                    --repo "$CIRCLE_PROJECT_REPONAME" \
+                    --tag $GIT_TAG \
+                    --pre-release || true
+                github-release upload \
+                    --user "$CIRCLE_PROJECT_USERNAME" \
+                    --repo "$CIRCLE_PROJECT_REPONAME" \
+                    --tag $GIT_TAG \
+                    --file /tmp/cgofuse.dist/cgofuse-$GIT_DSC.zip \
+                    --name cgofuse-${GIT_TAG:1}.zip \
+                    --replace
+            fi