diff --git a/agent/title_generator.py b/agent/title_generator.py
index 2270d75297fd..c277b926bd65 100644
--- a/agent/title_generator.py
+++ b/agent/title_generator.py
@@ -133,7 +133,52 @@ def auto_title_session(
     - session_db is None
     - session already has a title (user-set or previously auto-generated)
     - title generation fails
+
+    Never lets an exception escape: this is a daemon-thread target, and an
+    escaping exception would spray a raw traceback into the user's terminal
+    via the default threading excepthook. The canonical trigger is the
+    post-``hermes update`` stale-module window, where this function's lazy
+    imports read NEW source from disk while already-cached modules
+    (``agent.portal_tags`` etc.) are still the OLD version — the resulting
+    ImportError repeats on every auto-title attempt until the long-running
+    process restarts.
     """
+    try:
+        _auto_title_session(
+            session_db,
+            session_id,
+            user_message,
+            assistant_response,
+            failure_callback=failure_callback,
+            main_runtime=main_runtime,
+            title_callback=title_callback,
+        )
+    except Exception as e:
+        # WARNING (not debug) so operators see it in agent.log; the message
+        # names the likely cause so "restart the process" is discoverable.
+        logger.warning(
+            "Auto-title failed (harmless; if this started after an update, "
+            "restart the running Hermes process): %s",
+            e,
+        )
+        logger.debug("Auto-title traceback", exc_info=True)
+        if failure_callback is not None:
+            try:
+                failure_callback("title generation", e)
+            except Exception:
+                logger.debug("Auto-title failure_callback raised", exc_info=True)
+
+
+def _auto_title_session(
+    session_db,
+    session_id: str,
+    user_message: str,
+    assistant_response: str,
+    failure_callback: Optional[FailureCallback] = None,
+    main_runtime: dict = None,
+    title_callback: Optional[TitleCallback] = None,
+) -> None:
+    """Body of :func:`auto_title_session` — see its docstring."""
     if not session_db or not session_id:
         return
 
diff --git a/tests/agent/test_title_generator.py b/tests/agent/test_title_generator.py
index a04c018114dd..3303397cf3f3 100644
--- a/tests/agent/test_title_generator.py
+++ b/tests/agent/test_title_generator.py
@@ -256,6 +256,50 @@ class TestAutoTitleSession:
             auto_title_session(db, "sess-1", "hi", "hello")
             db.set_session_title.assert_not_called()
 
+    def test_never_raises_when_body_throws(self):
+        """Daemon-thread target must swallow ALL exceptions (e.g. the
+        post-update stale-module ImportError) instead of spraying a raw
+        traceback into the terminal via the default threading excepthook."""
+        db = MagicMock()
+        db.get_session_title.return_value = None
+
+        with patch(
+            "agent.title_generator._auto_title_session",
+            side_effect=ImportError(
+                "cannot import name 'set_conversation_context' from 'agent.portal_tags'"
+            ),
+        ):
+            auto_title_session(db, "sess-1", "hi", "hello")  # must not raise
+
+    def test_body_exception_routed_to_failure_callback(self):
+        db = MagicMock()
+        db.get_session_title.return_value = None
+        seen = []
+
+        boom = ImportError("stale module")
+        with patch("agent.title_generator._auto_title_session", side_effect=boom):
+            auto_title_session(
+                db,
+                "sess-1",
+                "hi",
+                "hello",
+                failure_callback=lambda task, exc: seen.append((task, exc)),
+            )
+        assert seen == [("title generation", boom)]
+
+    def test_failure_callback_errors_also_swallowed(self):
+        db = MagicMock()
+        db.get_session_title.return_value = None
+
+        def bad_cb(task, exc):
+            raise RuntimeError("callback itself broke")
+
+        with patch(
+            "agent.title_generator._auto_title_session",
+            side_effect=ImportError("stale module"),
+        ):
+            auto_title_session(db, "sess-1", "hi", "hello", failure_callback=bad_cb)
+
 
 class TestMaybeAutoTitle:
     """Tests for maybe_auto_title() — the fire-and-forget entry point."""