diff --git a/App/lib/core/BuildPipeline.vp b/App/lib/core/BuildPipeline.vp
index 0229506..21eefef 100644
--- a/App/lib/core/BuildPipeline.vp
+++ b/App/lib/core/BuildPipeline.vp
@@ -539,22 +539,13 @@ def _run_cmd_wait(cmd: str) -> int:
     sa.bInheritHandle = 1
     si.cb = win32process.STARTUPINFOA.__sizeof__()
     # create_flags=0：子进程继承父控制台（输出直接显示，同 system 语义）
-    #region debug-point LLC4
-    stdio.printf("[LLC-DBG] cp: 调用 CreateProcessA\n")
-    #endregion
     ok: int = win32process.CreateProcessA(
         t.CPtr(0), cmd_line, t.CPtr(0), t.CPtr(0), 1, 0,
         t.CPtr(0), t.CPtr(0), t.CPtr(c.Addr(si)), t.CPtr(c.Addr(pi)))
     stdlib.free(cmd_line)
-    #region debug-point LLC5
-    stdio.printf("[LLC-DBG] cp: CreateProcessA 返回 ok=%d pid=%d\n", ok, pi.dwProcessId)
-    #endregion
     if ok == 0:
         return -1
     win32sync.WaitForSingleObject(pi.hProcess, w32.win32base.INFINITE)
-    #region debug-point LLC6
-    stdio.printf("[LLC-DBG] cp: 等待完成\n")
-    #endregion
     exit_code: t.CUInt32T = 0
     win32process.GetExitCodeProcess(pi.hProcess, t.CPtr(c.Addr(exit_code)))
     w32.win32base.CloseHandle(pi.hProcess)
@@ -568,24 +559,12 @@ def _llc_task_worker(arg: t.CPtr) -> t.CPtr:
     task: LlcTask | t.CPtr = (LlcTask | t.CPtr)(arg)
     if task is None:
         return t.CPtr(0)
-    #region debug-point LLC0
-    stdio.printf("[LLC-DBG] worker 开始 sha1=%s cmd=%s\n",
-                 (task.ModuleSha1 if task.ModuleSha1 is not None else "?"),
-                 (task.LlcCmd if task.LlcCmd is not None else "?"))
-    #endregion
     if task.OptCmd is not None:
         opt_rc: int = _run_cmd_wait(task.OptCmd)
-        #region debug-point LLC1
-        stdio.printf("[LLC-DBG] opt rc=%d\n", opt_rc)
-        #endregion
         if opt_rc != 0:
             task.Result = 1
             return t.CPtr(0)
     llc_rc: int = _run_cmd_wait(task.LlcCmd)
-    #region debug-point LLC2
-    stdio.printf("[LLC-DBG] llc rc=%d sha1=%s\n", llc_rc,
-                 (task.ModuleSha1 if task.ModuleSha1 is not None else "?"))
-    #endregion
     if llc_rc != 0:
         task.Result = 1
     else:
@@ -612,12 +591,6 @@ def run_llc_parallel(tasks: bytes, task_count: int, max_threads: int) -> int:
     if handles is None:
         VLogger.error("run_llc_parallel: 线程句柄数组分配失败", "PhaseB")
         return 1
-    #region debug-point LLC11
-    stdio.printf("[LLC-DBG2] handles=%llx pool=%llx count=%d cap=%d elem=%d data=%llx\n",
-                 t.CUInt64T(handles), t.CUInt64T(handles.__pool__),
-                 handles.__count__, handles.__capacity__, handles.__elem_size__,
-                 t.CUInt64T(handles.__data__))
-    #endregion
     slot_size: t.CSizeT = LlcTask.__sizeof__()
     ret: int = 0
     batch_start: int = 0
@@ -639,13 +612,7 @@ def run_llc_parallel(tasks: bytes, task_count: int, max_threads: int) -> int:
         j = 0
         while j < batch_n:
             h_j: t.CPtr = t.CPtr(handles.get(batch_start + j))
-            #region debug-point LLC7
-            stdio.printf("[LLC-DBG] join 前 %d handle=%llx\n", j, t.CUInt64T(h_j))
-            #endregion
             wr: t.CUInt32T = win32sync.WaitForSingleObject(h_j, 600000)
-            #region debug-point LLC8
-            stdio.printf("[LLC-DBG] join 后 %d wait=%u\n", j, wr)
-            #endregion
             if wr != 0:
                 VLogger.error("llc 线程 join 超时/失败（600 秒未完成）", "PhaseB")
             w32.win32base.CloseHandle(h_j)
@@ -656,10 +623,6 @@ def run_llc_parallel(tasks: bytes, task_count: int, max_threads: int) -> int:
             tsk2: LlcTask | t.CPtr = (LlcTask | t.CPtr)(t.CVoid(
                 t.CUInt64T(tasks) + t.CSizeT(batch_start + j) * slot_size, t.CPtr))
             if tsk2 is not None and tsk2.Result != 0:
-                #region debug-point LLC3
-                stdio.printf("[LLC-DBG] 失败槽 Result=%d sha1=%s\n", tsk2.Result,
-                             (tsk2.ModuleSha1 if tsk2.ModuleSha1 is not None else "?"))
-                #endregion
                 fb: str = VLogger.fmt_buf()
                 if fb is not None:
                     viperlib.snprintf(fb, 1024, "llc 编译失败: %s (cmd=%s)",
diff --git a/App/lib/core/Gen/TypeGenResolve.vp b/App/lib/core/Gen/TypeGenResolve.vp
index 1c846bd..bcffb5f 100644
--- a/App/lib/core/Gen/TypeGenResolve.vp
+++ b/App/lib/core/Gen/TypeGenResolve.vp
@@ -5,7 +5,6 @@ import llvmlite
 import memhub
 import string
 import viperlib
-import stdio
 import stdlib
 import lib.core.VLogger as VLogger
 import lib.core.Handles.HandlesBase as HandlesBase
@@ -1016,12 +1015,6 @@ class TypeGenResolve(TypeGenBase.TypeGenBase):
             # 本模块未定义时回退按裸名全局查找（import 来的类走此路径）。
             if trans is not None and trans.ModuleSha1 is not None:
                 own_entry: HandlesStruct.StructEntry | t.CPtr = HandlesStruct.find_struct_by_module(nm.id, trans.ModuleSha1)
-                #region debug-point ANNOT
-                stdio.printf("[DBG-ANNOT] resolve Name=%s modsha=%s own=%d vis=%d\n",
-                             nm.id, trans.ModuleSha1,
-                             (1 if own_entry is not None else 0),
-                             (1 if HandlesStruct.is_struct_visible(nm.id) != 0 else 0))
-                #endregion
                 if own_entry is not None and own_entry.Ty is not None:
                     # 有 __new__ 的类（堆对象）注解 → Ptr(struct)（引用语义，对齐 TPC）。
                     # 否则无 __new__ 的类（栈对象，如 Point）保持 struct 值语义：