diff --git a/.fmf/version b/.fmf/version
new file mode 100644
index 0000000..d00491f
--- /dev/null
+++ b/.fmf/version
@@ -0,0 +1 @@
+1
diff --git a/.packit.yaml b/.packit.yaml
index c110485..7f7ae7c 100644
--- a/.packit.yaml
+++ b/.packit.yaml
@@ -1,40 +1,25 @@
----
 # See the documentation for more information:
 # https://packit.dev/docs/configuration/
 
-specfile_path: rpm/crun-vm.spec
-
-srpm_build_deps:
-  - cargo
-  - make
-  - openssl-devel
-
 jobs:
-  - job: copr_build
+
+  - &tests
+    job: tests
     trigger: pull_request
-    notifications:
-      failure_comment:
-        message: "Ephemeral COPR build failed. @containers/packit-build please check."
-    targets:
-      fedora-all-x86_64: {}
-      fedora-all-aarch64: {}
-      fedora-eln-x86_64:
-        additional_repos:
-          - "https://kojipkgs.fedoraproject.org/repos/eln-build/latest/x86_64/"
-      fedora-eln-aarch64:
-        additional_repos:
-          - "https://kojipkgs.fedoraproject.org/repos/eln-build/latest/aarch64/"
-    additional_repos:
-      - "copr://rhcontainerbot/podman-next"
+    skip_build: true
     enable_net: true
+    targets:
+      # TODO: Replace these three with fedora-all-x86_64 one Fedora 38 is gone.
+      - fedora-rawhide-x86_64
+      - fedora-40-x86_64
+      - fedora-39-x86_64
+    identifier: docker
+    tmt_plan: /tests/docker
 
-  # Run on commit to main branch
-  - job: copr_build
-    trigger: commit
-    notifications:
-      failure_comment:
-        message: "podman-next COPR build failed. @containers/packit-build please check."
-    branch: main
-    owner: rhcontainerbot
-    project: podman-next
-    enable_net: true
+  - <<: *tests
+    identifier: podman
+    tmt_plan: /tests/podman
+
+  - <<: *tests
+    identifier: rootful-podman
+    tmt_plan: /tests/rootful-podman
diff --git a/plans/tests.fmf b/plans/tests.fmf
new file mode 100644
index 0000000..14f8fd9
--- /dev/null
+++ b/plans/tests.fmf
@@ -0,0 +1,59 @@
+provision:
+  hardware:
+    virtualization:
+      is-supported: true
+
+prepare:
+  - name: Install dependencies
+    how: install
+    package:
+      - bash
+      - cargo
+      - coreutils
+      - crun
+      - docker
+      - genisoimage
+      - grep
+      - guestfs-tools
+      - libselinux-devel
+      - libvirt-client
+      - libvirt-daemon-driver-qemu
+      - openssh
+      - openssh-clients
+      - passt
+      - podman
+      - qemu-img
+      - qemu-system-aarch64-core
+      - qemu-system-x86-core
+      - sed
+      - util-linux
+      - virtiofsd
+
+execute:
+  how: tmt
+  script: |
+    set -ex
+    export PATH=$PATH:/root/.cargo/bin LIBGUESTFS_BACKEND=direct
+
+    # set the test VM Fedora version to the host's version to properly test it
+    tag=$( awk -F= '/^VERSION_ID=/ {print tolower($2)}' /etc/os-release )
+    export CRUN_VM_TEST_ENV_BASE_IMAGE=quay.io/containerdisks/fedora:$tag
+
+    tests/env.sh build
+    tests/env.sh start
+    tests/env.sh run "$ENGINE" all
+
+/docker:
+  summary: Run all tests under Docker
+  environment:
+    ENGINE: docker
+
+/podman:
+  summary: Run all tests under Podman
+  environment:
+    ENGINE: podman
+
+/rootful-podman:
+  summary: Run all tests under Rootful Podman
+  environment:
+    ENGINE: rootful-podman
diff --git a/tests/env.sh b/tests/env.sh
index 1a71209..f6ed1d2 100755
--- a/tests/env.sh
+++ b/tests/env.sh
@@ -5,7 +5,7 @@ set -o errexit -o pipefail -o nounset
 
 start_time="$( date +%s%N )"
 
-env_image_base=quay.io/containerdisks/fedora:40
+env_image_base=${CRUN_VM_TEST_ENV_BASE_IMAGE:-"quay.io/containerdisks/fedora:40"}
 env_image=quay.io/crun-vm/test-env:latest
 container_name=crun-vm-test-env