diff --git a/.claude/scheduled_tasks.lock b/.claude/scheduled_tasks.lock
new file mode 100644
index 0000000..c73d055
--- /dev/null
+++ b/.claude/scheduled_tasks.lock
@@ -0,0 +1 @@
+{"sessionId":"4a346071-a4e3-48a9-a27b-18664473b257","pid":2237975,"procStart":"181416636","acquiredAt":1778014993773}
\ No newline at end of file
diff --git a/.gitea/workflows/smoke.yml b/.gitea/workflows/smoke.yml
index c87925f..bdfc69e 100644
--- a/.gitea/workflows/smoke.yml
+++ b/.gitea/workflows/smoke.yml
@@ -19,4 +19,7 @@ jobs:
       - name: nvidia-smi
         run: nvidia-smi --query-gpu=name,memory.free,memory.used --format=csv
       - name: smoke
+        env:
+          WANDB_API_KEY: ${{ secrets.WANDB_API_KEY }}
+          CI_RUN_TAG: smoke-${{ github.run_number }}
         run: bash scripts/smoke.sh
diff --git a/scripts/smoke.sh b/scripts/smoke.sh
index 36b429b..08b812a 100755
--- a/scripts/smoke.sh
+++ b/scripts/smoke.sh
@@ -16,6 +16,13 @@ export OMP_NUM_THREADS=1
 
 mkdir -p "$CACHE_ROOT" "$NANOCHAT_BASE_DIR"
 
+# wandb: real run if WANDB_API_KEY is set, otherwise fall back to dummy (DummyWandb).
+if [ -n "${WANDB_API_KEY:-}" ]; then
+    RUN_TAG=${CI_RUN_TAG:-smoke-$(date +%Y%m%d-%H%M%S)}
+else
+    RUN_TAG=dummy
+fi
+
 if [ ! -d "$NANOCHAT_DIR" ]; then
     echo "Cloning nanochat into $NANOCHAT_DIR"
     git clone https://github.com/karpathy/nanochat.git "$NANOCHAT_DIR" \
@@ -60,6 +67,6 @@ time python -m scripts.base_train \
     --core-metric-every=-1 \
     --sample-every=25 \
     --num-iterations=50 \
-    --run=dummy
+    --run="$RUN_TAG"
 
 echo "=== smoke done ==="