diff --git a/core/execution/input_handler.py b/core/execution/input_handler.py
index 4d212c30b..c262edbfe 100644
--- a/core/execution/input_handler.py
+++ b/core/execution/input_handler.py
@@ -424,7 +424,7 @@ def _describe_anchor_image(anchor_image_base64: str) -> Optional[str]:
         return None
 
     except Exception as e:
-        logger.debug(f"Description ancre échouée: {e}")
+        logger.warning(f"[Grounding] Description ancre échouée: {e}")
         return None
 
 
diff --git a/visual_workflow_builder/backend/services/intelligent_executor.py b/visual_workflow_builder/backend/services/intelligent_executor.py
index 30cf5b275..fc0d73841 100644
--- a/visual_workflow_builder/backend/services/intelligent_executor.py
+++ b/visual_workflow_builder/backend/services/intelligent_executor.py
@@ -776,52 +776,6 @@ def find_and_click(
                 global_result['search_time_ms'] = (_time.time() - start_time) * 1000
                 return global_result
 
-        # === STRATÉGIE 4: SeeClick (visual grounding) ===
-        # Essayer SeeClick si les autres méthodes ont échoué
-        try:
-            print("🎯 [Vision] Essai SeeClick (visual grounding)...")
-            from core.detection.seeclick_adapter import get_seeclick
-
-            seeclick = get_seeclick()
-            if seeclick.available:
-                # Utiliser une description générique basée sur l'ancre
-                # TODO: Améliorer avec une description plus précise
-                description = "the clickable element or button"
-
-                grounding_result = seeclick.ground(screen_image, description, return_pixels=True)
-
-                if grounding_result.found:
-                    found_x = grounding_result.x_pixel
-                    found_y = grounding_result.y_pixel
-
-                    # Vérifier la distance à la position originale si anchor_bbox existe
-                    accept_seeclick = True
-                    if anchor_bbox:
-                        orig_x = anchor_bbox.get('x', 0) + anchor_bbox.get('width', 0) // 2
-                        orig_y = anchor_bbox.get('y', 0) + anchor_bbox.get('height', 0) // 2
-                        distance = np.sqrt((found_x - orig_x)**2 + (found_y - orig_y)**2)
-
-                        MAX_SEECLICK_DISTANCE = 500
-                        if distance > MAX_SEECLICK_DISTANCE:
-                            print(f"⛔ [Vision] SeeClick rejeté: distance {distance:.0f}px > {MAX_SEECLICK_DISTANCE}px max")
-                            accept_seeclick = False
-
-                    if accept_seeclick:
-                        print(f"✅ [Vision] SeeClick réussi! Coordonnées: ({found_x}, {found_y})")
-                        return {
-                            'found': True,
-                            'confidence': grounding_result.confidence,
-                            'coordinates': {'x': found_x, 'y': found_y},
-                            'bbox': anchor_bbox,
-                            'method': 'seeclick_grounding',
-                            'search_time_ms': (_time.time() - start_time) * 1000,
-                            'raw_output': grounding_result.raw_output
-                        }
-        except ImportError:
-            print("ℹ️ [Vision] SeeClick non disponible (module non trouvé)")
-        except Exception as seeclick_err:
-            print(f"⚠️ [Vision] Erreur SeeClick: {seeclick_err}")
-
         # === FALLBACK: Chaîne de grounding (OCR → UI-TARS → VLM) ===
         if target_text or target_description:
             try: