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/plans/local/basic.fmf b/plans/local/basic.fmf
new file mode 120000
index 0000000..a00dd90
--- /dev/null
+++ b/plans/local/basic.fmf
@@ -0,0 +1 @@
+../pr-tests/basic.fmf
\ No newline at end of file
diff --git a/plans/local/main.fmf b/plans/local/main.fmf
new file mode 100644
index 0000000..dd50a59
--- /dev/null
+++ b/plans/local/main.fmf
@@ -0,0 +1,8 @@
+/basic:
+    summary+: ' (localhost)'
+    discover+:
+        filter: tag:local
+    prepare:
+        how: install
+        package:
+            - python3-gobject-base
diff --git a/plans/pr-tests/basic.fmf b/plans/pr-tests/basic.fmf
new file mode 100644
index 0000000..f874662
--- /dev/null
+++ b/plans/pr-tests/basic.fmf
@@ -0,0 +1,9 @@
+summary: Run unit tests
+discover:
+    how: fmf
+    filter: tag:sys-installed
+provision:
+    how: container
+    image: fedora:latest
+execute:
+    how: shell
diff --git a/plans/pr-tests/smoke.fmf b/plans/pr-tests/smoke.fmf
new file mode 100644
index 0000000..5143f59
--- /dev/null
+++ b/plans/pr-tests/smoke.fmf
@@ -0,0 +1,7 @@
+summary: Run smoke test
+provision:
+    how: container
+    image: fedora:latest
+execute:
+    how: shell
+    script: python3 -c "import simpleline"
diff --git a/tests/units/main.fmf b/tests/units/main.fmf
new file mode 100644
index 0000000..ba95450
--- /dev/null
+++ b/tests/units/main.fmf
@@ -0,0 +1,16 @@
+summary: Run unit tests
+description: Run all unit tests for the Simpleline project.
+contact: Jiri Konecny <jkonecny@redhat.com>
+duration: 10m
+
+/source:
+    summary+: ' (source)'
+    path: /
+    test: ./tests/units/run_test.sh
+    tag: local
+
+/system:
+    summary+: ' (system)'
+    path: tests/
+    test: ./units/run_test.sh
+    tag: sys-installed