diff --git a/.github/workflows/build_rocm_transformer_engine_wheel_weekly.yml b/.github/workflows/build_rocm_transformer_engine_wheel_weekly.yml
index 515a3d63ce..aede854e9d 100644
--- a/.github/workflows/build_rocm_transformer_engine_wheel_weekly.yml
+++ b/.github/workflows/build_rocm_transformer_engine_wheel_weekly.yml
@@ -23,6 +23,8 @@ jobs:
       env:
         XLA_PYTHON_CLIENT_MEM_FRACTION: "0.9"
         NVTE_FUSED_ATTN_AOTRITON: "0"
+    env:
+      TE_WHEELS_KEEP_DAYS: "21"
 
     steps:
       - name: Checkout
@@ -53,7 +55,7 @@ jobs:
           source .venv/bin/activate
 
           # Detect ROCm version number from JAX backend string when available (e.g. 'rocm 70200').
-          ROCM_NUM="$(python3 -c 'import re, jax; s=str(jax.devices()[0].client.platform_version); m=re.search(r"rocm\\s+([0-9]+)", s); print(m.group(1) if m else "unknown")')"
+          ROCM_NUM="$([ -f /opt/rocm/.info/version ] && head -n1 /opt/rocm/.info/version | tr -d ' \t\r' || echo unknown)"
           echo "Detected ROCm version: ${ROCM_NUM}"
           echo "ROCM_NUM=${ROCM_NUM}" >> "${GITHUB_ENV}"
 
@@ -160,7 +162,8 @@ jobs:
         run: |
           set -euo pipefail
           source .venv/bin/activate
-          python3 "${REL_SCRIPT}" prune-assets --tag "te-rocm-wheels" --keep-days 21
+          echo "Pruning rolling-tag assets older than ${TE_WHEELS_KEEP_DAYS} days"
+          python3 "${REL_SCRIPT}" prune-assets --tag "te-rocm-wheels" --keep-days "${TE_WHEELS_KEEP_DAYS}"
 
       - name: Publish wheel to dated weekly release tag
         shell: bash
@@ -189,4 +192,5 @@ jobs:
         run: |
           set -euo pipefail
           source .venv/bin/activate
-          python3 "${REL_SCRIPT}" prune-releases --prefix "te-rocm-wheels-" --keep-days 21
+          echo "Pruning weekly release pages older than ${TE_WHEELS_KEEP_DAYS} days"
+          python3 "${REL_SCRIPT}" prune-releases --prefix "te-rocm-wheels-" --keep-days "${TE_WHEELS_KEEP_DAYS}"
diff --git a/.github/workflows/utils/install_te_rocm_wheel.py b/.github/workflows/utils/install_te_rocm_wheel.py
index 7a3f70f75b..8f601884fd 100644
--- a/.github/workflows/utils/install_te_rocm_wheel.py
+++ b/.github/workflows/utils/install_te_rocm_wheel.py
@@ -92,10 +92,18 @@ def try_download_from_te_rocm_wheels(repo: str, arch: str) -> bool:
 
   assets = rel.get("assets", [])
   name_re = re.compile(rf"^transformer_engine-.*-1\.{arch}-cp312-cp312-linux_x86_64\.whl$")
-  hit = next((a for a in assets if name_re.match(a.get("name", ""))), None)
-  if not hit:
+  matches = [a for a in assets if name_re.match(a.get("name", ""))]
+  if not matches:
     return False
 
+  # Rolling tag keeps many wheels; select newest matching asset.
+  hit = max(matches, key=lambda a: a.get("created_at", ""))
+  print(
+      "[te wheel] selected latest te-rocm-wheels asset: "
+      f"{hit.get('name', '<unknown>')} (created_at={hit.get('created_at', 'unknown')})",
+      flush=True,
+  )
+
   download(hit["browser_download_url"], hit["name"])
   return True