diff --git a/runs/frontier-qwen30-vllm020-profile-v1/jobs_frontier_linear_smoke.toml b/runs/frontier-qwen30-vllm020-profile-v1/jobs_frontier_linear_smoke.toml
new file mode 100644
index 0000000..9f1eed8
--- /dev/null
+++ b/runs/frontier-qwen30-vllm020-profile-v1/jobs_frontier_linear_smoke.toml
@@ -0,0 +1,18 @@
+version = 1
+
+[[jobs]]
+name = "qwen30-vllm020-frontier-linear-smoke-20260716-v1"
+gpus = 1
+gpu_model = "H20"
+hosts = ["dash0"]
+command = "cd /home/admin/cpfs/wjh/aituner/aituner-qwen30-vllm020-profile-v1/runs/frontier-qwen30-vllm020-profile-v1 && timeout --signal=TERM --kill-after=30s 1020 bash run_frontier_linear_smoke.sh"
+artifacts = ["artifacts/frontier-linear-smoke-v1"]
+
+[jobs.env]
+HOME = "/tmp/wjh"
+XDG_CACHE_HOME = "/tmp/wjh/.cache"
+VLLM_CACHE_ROOT = "/tmp/wjh/.cache/vllm"
+OUTPUT_ROOT = "/home/admin/cpfs/wjh/aituner/aituner-qwen30-vllm020-profile-fleet/artifacts/frontier-linear-smoke-v1"
+VENV_ROOT = "/tmp/wjh/venvs/vllm-0.20.0-cu129-profiler-v1"
+FRONTIER_ROOT = "/home/admin/cpfs/wjh/frontier-qwen30-vllm020-profile-v1/Frontier"
+VLLM_SOURCE = "/home/admin/cpfs/wjh/agentic-kv/third_party/vllm_v20_build"
diff --git a/runs/frontier-qwen30-vllm020-profile-v1/run_frontier_linear_smoke.sh b/runs/frontier-qwen30-vllm020-profile-v1/run_frontier_linear_smoke.sh
new file mode 100644
index 0000000..1d9232e
--- /dev/null
+++ b/runs/frontier-qwen30-vllm020-profile-v1/run_frontier_linear_smoke.sh
@@ -0,0 +1,55 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+OUTPUT_ROOT="${OUTPUT_ROOT:?OUTPUT_ROOT must be set}"
+VENV_ROOT="${VENV_ROOT:-/tmp/wjh/venvs/vllm-0.20.0-cu129-profiler-v1}"
+FRONTIER_ROOT="${FRONTIER_ROOT:-/home/admin/cpfs/wjh/frontier-qwen30-vllm020-profile-v1/Frontier}"
+VLLM_SOURCE="${VLLM_SOURCE:-/home/admin/cpfs/wjh/agentic-kv/third_party/vllm_v20_build}"
+mkdir -p "${OUTPUT_ROOT}/logs" "${OUTPUT_ROOT}/provenance" "${OUTPUT_ROOT}/profiles"
+exec > >(tee -a "${OUTPUT_ROOT}/logs/smoke.log") 2>&1
+
+IFS=',' read -r -a GPU_IDS <<< "${CUDA_VISIBLE_DEVICES:?fleet GPU is required}"
+if [[ "${#GPU_IDS[@]}" -ne 1 ]]; then
+  echo "ERROR: expected exactly one GPU, got ${CUDA_VISIBLE_DEVICES}" >&2
+  exit 1
+fi
+
+echo "PROFILE_LAUNCH_ECHO host=$(hostname) gpu=${CUDA_VISIBLE_DEVICES} model=qwen3-a3b-30b-moe runtime=vLLM-0.20.0+cu129 profiler=Frontier@d9cfeb6 operator=linear,norm,rope,embedding tp=1,2,4 tokens=8 precision=BF16 method=cuda_event output=${OUTPUT_ROOT} expected_wall=2-6m hard_wall=900s hard_gpu_cap=0.25_H20h"
+date -u +"START_UTC=%Y-%m-%dT%H:%M:%SZ"
+nvidia-smi --query-gpu=index,name,driver_version,memory.used,utilization.gpu --format=csv,noheader
+
+test "$(git -C "${FRONTIER_ROOT}" rev-parse HEAD)" = "d9cfeb6d8791fbf2f295dd9744c56a666171776e"
+test "$(git -C "${VLLM_SOURCE}" rev-parse HEAD)" = "88d34c6409e9fb3c7b8ca0c04756f061d2099eb1"
+git rev-parse HEAD > "${OUTPUT_ROOT}/provenance/aituner.commit"
+git -C "${FRONTIER_ROOT}" rev-parse HEAD > "${OUTPUT_ROOT}/provenance/frontier.commit"
+git -C "${VLLM_SOURCE}" rev-parse HEAD > "${OUTPUT_ROOT}/provenance/vllm-source.commit"
+sha256sum run_frontier_linear_smoke.sh \
+  > "${OUTPUT_ROOT}/provenance/source.sha256"
+uv pip freeze --python "${VENV_ROOT}/bin/python" \
+  > "${OUTPUT_ROOT}/provenance/pip-freeze.txt"
+nvidia-smi --query-gpu=index,uuid,name,driver_version,memory.total \
+  --format=csv,noheader > "${OUTPUT_ROOT}/provenance/gpus.csv"
+
+cd "${FRONTIER_ROOT}"
+timeout --signal=TERM --kill-after=30s 780 \
+  "${VENV_ROOT}/bin/python" -m frontier.profiling.linear_op.main \
+  --disable_ray \
+  --num_gpus 1 \
+  --output_dir "${OUTPUT_ROOT}/profiles" \
+  --device h20 \
+  --models qwen3-a3b-30b-moe \
+  --num_tensor_parallel_workers 1 2 4 \
+  --num_tokens_list 8 \
+  --profile_method cuda_event \
+  --precision BF16 \
+  --is_moe \
+  --yes
+
+find "${OUTPUT_ROOT}/profiles" -type f -size +0c -print \
+  > "${OUTPUT_ROOT}/provenance/profile-files.txt"
+test -s "${OUTPUT_ROOT}/provenance/profile-files.txt"
+find "${OUTPUT_ROOT}/profiles" -type f -print0 | sort -z | xargs -0 sha256sum \
+  > "${OUTPUT_ROOT}/profiles.sha256"
+date -u +"END_UTC=%Y-%m-%dT%H:%M:%SZ"
+echo "FRONTIER_LINEAR_SMOKE_COMPLETE"