diff --git a/FINAL_STRETCH.md b/FINAL_STRETCH.md
index 602eb6ff..7a01ea07 100644
--- a/FINAL_STRETCH.md
+++ b/FINAL_STRETCH.md
@@ -91,6 +91,6 @@ Native Blackwell FP8 GEMM via tcgen05 for CSA Lightning Indexer scoring. No PyTo
 
 # PART D — Dangling TODOS
 
-  - Batched Prefill: ✅ DONE (T=1..128, mixed FP8/BF16 kernel)
-  - Need to wire prefill into single_shot_inference.py (replace T=1 token-by-token prefill)
-  - Need T>128 support (split into multiple launches)
+  - Batched Prefill: ✅ DONE (T=1..128, mixed FP8/BF16 kernel, chunked for T>128)
+  - Prefill wired into single_shot_inference.py: ✅ DONE (chunked batched prefill replaces T=1 token-by-token)
+  - T>128 support: ✅ DONE (splits into multiple launches of ≤128 tokens each)
diff --git a/single_shot_inference.py b/single_shot_inference.py
index ef86d48b..19b0d442 100644
--- a/single_shot_inference.py
+++ b/single_shot_inference.py
@@ -894,9 +894,10 @@ def forward_attention(x_normed, w, li, cfg, rope_cos, rope_sin,
     # 6. Production FMHA — B1 mixed FP8/BF16 decode path.
     _pt('fmha_start')
     if li == 0:
-        print(f"  L0 B1 verify: kv_nope_fp8 dtype={kv_nope_fp8.dtype} shape={tuple(kv_nope_fp8.shape)} "
-              f"kv_nope_scale dtype={kv_nope_scale.dtype} shape={tuple(kv_nope_scale.shape)} "
-              f"kv_rope_bf16 dtype={kv_rope_bf16.dtype} shape={tuple(kv_rope_bf16.shape)}", flush=True)
+        if VERBOSE >= 2:
+            print(f"  L0 B1 verify: kv_nope_fp8 dtype={kv_nope_fp8.dtype} shape={tuple(kv_nope_fp8.shape)} "
+                  f"kv_nope_scale dtype={kv_nope_scale.dtype} shape={tuple(kv_nope_scale.shape)} "
+                  f"kv_rope_bf16 dtype={kv_rope_bf16.dtype} shape={tuple(kv_rope_bf16.shape)}", flush=True)
         assert kv_nope_fp8.dtype in (torch.uint8, torch.float8_e4m3fn), f"kv_nope_fp8 wrong dtype: {kv_nope_fp8.dtype}"
         assert kv_nope_scale.dtype == torch.float32, f"kv_nope_scale wrong dtype: {kv_nope_scale.dtype}"
         assert kv_rope_bf16.dtype == torch.bfloat16, f"kv_rope_bf16 wrong dtype: {kv_rope_bf16.dtype}"