diff --git a/.ha_mcp/logs/mcp_usage.jsonl b/.ha_mcp/logs/mcp_usage.jsonl
index d20622b5..9c5d03a4 100644
--- a/.ha_mcp/logs/mcp_usage.jsonl
+++ b/.ha_mcp/logs/mcp_usage.jsonl
@@ -1789,3 +1789,4 @@
 {"timestamp": "2026-08-23T05:23:42.139820+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.3d_print_complete_snapshot", "python_transform": "payload = {\"title\": \"3D print complete\", \"message\": \"Print finished successfully at {{ now().strftime('%H:%M') }}.\", \"data\": {\"image\": \"/local/octoprint_snapshot.jpg\"}}; targets = [\"notify.mobile_app_sm_f956w\", \"notify.mobile_app_motorola_one_vision\", \"notify.mobile_app_francos_ipad\", \"notify.mobile_app_sm_t387w\"]; config[\"actions\"] = [{\"action\": \"camera.snapshot\", \"target\": {\"entity_id\": \"camera.endercamera_duckdns_org\"}, \"data\": {\"filename\": \"/config/www/octoprint_snapshot.jpg\"}}, {\"parallel\": [{\"action\": t, \"data\": payload} for t in targets]}]", "config_hash": "ae6860c7a9dcfcde", "category": null, "wait": true, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 1341.2485122680664, "success": true, "error_message": null, "response_size_bytes": 900, "user_context": null}
 {"timestamp": "2026-08-23T05:23:48.728791+00:00", "tool_name": "ha_config_set_automation", "parameters": {"config": null, "identifier": "automation.3d_print_early_layers_snapshot", "python_transform": "payload = {\"title\": \"3D print early check\", \"message\": \"Print passed the first few layers (Z crossed 1 mm).\", \"data\": {\"image\": \"/local/octoprint_snapshot.jpg\"}}; targets = [\"notify.mobile_app_sm_f956w\", \"notify.mobile_app_motorola_one_vision\", \"notify.mobile_app_francos_ipad\", \"notify.mobile_app_sm_t387w\"]; config[\"actions\"] = [{\"action\": \"camera.snapshot\", \"target\": {\"entity_id\": \"camera.endercamera_duckdns_org\"}, \"data\": {\"filename\": \"/config/www/octoprint_snapshot.jpg\"}}, {\"parallel\": [{\"action\": t, \"data\": payload} for t in targets]}]", "config_hash": "f41172500d0587e2", "category": null, "wait": true, "MandatoryBPS": false, "BestPracticeKey": null}, "execution_time_ms": 287.9049777984619, "success": true, "error_message": null, "response_size_bytes": 899, "user_context": null}
 {"timestamp": "2026-08-23T05:23:59.738951+00:00", "tool_name": "ha_call_service", "parameters": {"domain": "automation", "service": "trigger", "entity_id": "automation.3d_print_complete_snapshot", "data": null, "return_response": false, "wait": true, "verbose": false, "result_fields": null, "result_attribute_keys": null, "ws_command": null}, "execution_time_ms": 1226.4676094055176, "success": true, "error_message": null, "response_size_bytes": 206, "user_context": null}
+{"timestamp": "2026-08-23T05:24:09.000927+00:00", "tool_name": "ha_get_automation_traces", "parameters": {"automation_id": "automation.3d_print_complete_snapshot", "run_id": null, "limit": 1, "deduplicate": true, "detailed": false, "sections": "actions", "offset": 0, "order": "newest", "ctx": {"_STATE_TTL_SECONDS": 86400}}, "execution_time_ms": 18.002748489379883, "success": true, "error_message": null, "response_size_bytes": 447, "user_context": null}