diff --git a/.github/workflows/gen-tests.yml b/.github/workflows/gen-tests.yml
new file mode 100644
index 0000000..d62ba90
--- /dev/null
+++ b/.github/workflows/gen-tests.yml
@@ -0,0 +1,28 @@
+---
+name: Run generative tests
+
+on:
+  push:
+    branches: [main]
+  schedule:
+    - cron: "0 0 1 * *" # every month
+
+jobs:
+  gen-tests:
+    name: Run generative tests
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup latest Java
+        uses: actions/setup-java@v3.11.0
+        with:
+          distribution: zulu
+          java-version: 21
+      - name: Setup Clojure
+        uses: DeLaGuardo/setup-clojure@bc7570e912b028bbcc22f457adec7fdf98e2f4ed # 12.5
+        with:
+          cli: 1.10.1.693
+      - name: Run tests
+        run: CLOJURE=clojure-11 bin/run-gen-tests
diff --git a/bin/kaocha b/bin/kaocha
index 0ffaf81..a73a695 100755
--- a/bin/kaocha
+++ b/bin/kaocha
@@ -1,3 +1,3 @@
 #!/usr/bin/env bash
 # Should work if the env var is empty
-clojure -A:"$CLOJURE" -M:test -m kaocha.runner "$@"
+clojure -A:"$CLOJURE" -M:test -m kaocha.runner --skip-meta :generative "$@"
diff --git a/bin/run-gen-tests b/bin/run-gen-tests
new file mode 100755
index 0000000..b51b8d9
--- /dev/null
+++ b/bin/run-gen-tests
@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+# Should work if the env var is empty
+clojure -A:"$CLOJURE" -M:test -m kaocha.runner --focus oksa.generator-test "$@"
diff --git a/test/oksa/generator_test.cljc b/test/oksa/generator_test.cljc
new file mode 100644
index 0000000..cfbfc6b
--- /dev/null
+++ b/test/oksa/generator_test.cljc
@@ -0,0 +1,36 @@
+(ns ^:generative oksa.generator-test
+  (:require [#?(:clj  clojure.test
+                :cljs cljs.test) :as t]
+            [malli.generator :as mg]
+            [malli.core :as m]
+            [oksa.parse]
+            [oksa.test-util :refer [unparse-and-validate]]))
+
+#?(:bb nil
+   :clj (require '[kaocha.config]
+                 '[kaocha.testable]))
+
+(def document-schema (oksa.parse/-graphql-dsl-lang {:oksa/strict true} :oksa.parse/Document))
+(def document-parser (m/parser document-schema))
+
+#?(:bb  nil
+   :clj (t/deftest generator-test
+          (let [seed (or (:kaocha.plugin.randomize/seed kaocha.testable/*config*)
+                         (.nextLong (java.util.Random.)))
+                samples (loop [seed seed
+                               samples nil
+                               tries 10]
+                          (cond (some? samples) samples
+                                (zero? tries) (throw (ex-info "could not generate examples" {}))
+                                :else (recur
+                                        (inc seed)
+                                        (try (mg/generate document-schema {:size 10 :seed seed})
+                                             (catch Exception _ nil))
+                                        (dec tries))))]
+            (prn ::seed seed)
+            (doseq [sample samples]
+              (t/is (true? (or (= :malli.core/invalid (document-parser sample))
+                               (string? (try (unparse-and-validate sample)
+                                             (catch Throwable e
+                                               (prn (ex-info "invalid sample" {:sample sample} e))
+                                               nil))))))))))
\ No newline at end of file