diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 50c4b6a44f..ab600fd662 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,30 +1,30 @@
 {
-  "communityAttemptedAt": "2026-11-01T12:35:40.321749+00:00",
+  "communityAttemptedAt": "2026-11-01T12:49:17.173387+00:00",
   "communityError": null,
   "communitySample": {},
-  "communityUpdatedAt": "2026-11-01T12:35:40.321749+00:00",
-  "frameworkAttemptedAt": "2026-11-01T10:20:32.433673+00:00",
+  "communityUpdatedAt": "2026-11-01T12:49:17.173387+00:00",
+  "frameworkAttemptedAt": "2026-11-01T12:49:17.173387+00:00",
   "frameworkError": null,
   "frameworkStats": {
     "text-generation": {
       "Ascend_910-b3": {
         "llamacpp": {
           "framework": "llamacpp",
-          "modelCount": 45268,
+          "modelCount": 45283,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 22936,
-          "successRate": 0.5066713793408147,
-          "wilsonLowerBound": 0.5020653498217382
+          "successCount": 22944,
+          "successRate": 0.5066802111167547,
+          "wilsonLowerBound": 0.5020749449007292
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 59763,
+          "modelCount": 59771,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 15764,
-          "successRate": 0.26377524555326876,
-          "wilsonLowerBound": 0.26025735994991256
+          "successCount": 15765,
+          "successRate": 0.2637566712954443,
+          "wilsonLowerBound": 0.26023910110927917
         },
         "vllm_0.23.0": {
           "framework": "vllm_0.23.0",
@@ -37,32 +37,32 @@
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
-          "modelCount": 6823,
+          "modelCount": 6838,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 2250,
-          "successRate": 0.32976696467829403,
-          "wilsonLowerBound": 0.3187100929387816
+          "successCount": 2257,
+          "successRate": 0.3300672711319099,
+          "wilsonLowerBound": 0.3190196812980898
         }
       },
       "Ascend_910-b4": {
         "llamacpp": {
           "framework": "llamacpp",
-          "modelCount": 40486,
+          "modelCount": 40510,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 19688,
-          "successRate": 0.48629155757545817,
-          "wilsonLowerBound": 0.48142441885162024
+          "successCount": 19706,
+          "successRate": 0.48644779066897065,
+          "wilsonLowerBound": 0.48158203709746294
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 41392,
+          "modelCount": 41395,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 11268,
-          "successRate": 0.27222651720139157,
-          "wilsonLowerBound": 0.2679597384656086
+          "successRate": 0.2722067882594516,
+          "wilsonLowerBound": 0.2679402624415702
         },
         "vllm_0.23.0": {
           "framework": "vllm_0.23.0",
@@ -75,41 +75,12 @@
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
-          "modelCount": 16409,
+          "modelCount": 16442,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 6521,
-          "successRate": 0.3974038637333171,
-          "wilsonLowerBound": 0.38994108781735387
-        }
-      },
-      "Biren_166m": {
-        "vllm": {
-          "framework": "vllm",
-          "modelCount": 64359,
-          "officialConfigError": null,
-          "officialConfigValid": true,
-          "successCount": 12100,
-          "successRate": 0.18800789322394693,
-          "wilsonLowerBound": 0.18500787947369549
-        },
-        "vllm_fix_tokenizer": {
-          "framework": "vllm_fix_tokenizer",
-          "modelCount": 41575,
-          "officialConfigError": "malformed_command_argv",
-          "officialConfigValid": false,
-          "successCount": 8318,
-          "successRate": 0.20007215874924836,
-          "wilsonLowerBound": 0.19625439592726113
-        },
-        "vllm_tokenizer_patch": {
-          "framework": "vllm_tokenizer_patch",
-          "modelCount": 8897,
-          "officialConfigError": null,
-          "officialConfigValid": true,
-          "successCount": 118,
-          "successRate": 0.013262897605934585,
-          "wilsonLowerBound": 0.011087082714735156
+          "successCount": 6529,
+          "successRate": 0.39709281109354094,
+          "wilsonLowerBound": 0.38963857298226084
         }
       },
       "Cambricon_mlu-370-x4": {
@@ -133,12 +104,12 @@
         },
         "vllm-mlu": {
           "framework": "vllm-mlu",
-          "modelCount": 19786,
+          "modelCount": 19804,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 7418,
-          "successRate": 0.3749115536237744,
-          "wilsonLowerBound": 0.36819097677519613
+          "successCount": 7425,
+          "successRate": 0.374924257725712,
+          "wilsonLowerBound": 0.3682066760109821
         }
       },
       "Cambricon_mlu-370-x8": {
@@ -162,23 +133,23 @@
         },
         "vllm-mlu": {
           "framework": "vllm-mlu",
-          "modelCount": 60261,
+          "modelCount": 60302,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 14953,
-          "successRate": 0.2481372695441496,
-          "wilsonLowerBound": 0.24470471489987997
+          "successCount": 14964,
+          "successRate": 0.24815097343371695,
+          "wilsonLowerBound": 0.24471951575461048
         }
       },
       "Iluvatar_bi-100": {
         "transformers": {
           "framework": "transformers",
-          "modelCount": 31056,
+          "modelCount": 31108,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 4201,
-          "successRate": 0.1352717671303452,
-          "wilsonLowerBound": 0.13151296668986495
+          "successCount": 4202,
+          "successRate": 0.13507779349363508,
+          "wilsonLowerBound": 0.1313244217446141
         },
         "vllm": {
           "framework": "vllm",
@@ -191,21 +162,21 @@
         },
         "vllm-patch-tokenizer": {
           "framework": "vllm-patch-tokenizer",
-          "modelCount": 50851,
+          "modelCount": 50857,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 5806,
-          "successRate": 0.11417671235570588,
-          "wilsonLowerBound": 0.11144161365327104
+          "successRate": 0.11416324203157874,
+          "wilsonLowerBound": 0.11142844599245968
         },
         "vllm_fix_tokenizer": {
           "framework": "vllm_fix_tokenizer",
-          "modelCount": 55844,
+          "modelCount": 55906,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 3938,
-          "successRate": 0.07051787121266385,
-          "wilsonLowerBound": 0.0684238515714918
+          "successRate": 0.07043966658319321,
+          "wilsonLowerBound": 0.06834788522130383
         }
       },
       "Iluvatar_bi-150": {
@@ -247,30 +218,30 @@
         },
         "vllm-0.17.0": {
           "framework": "vllm-0.17.0",
-          "modelCount": 436,
+          "modelCount": 437,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 2,
-          "successRate": 0.0045871559633027525,
-          "wilsonLowerBound": 0.0012588399337193044
+          "successRate": 0.004576659038901602,
+          "wilsonLowerBound": 0.001255957229241726
         },
         "vllm_0_17_0_corex_4_4_0": {
           "framework": "vllm_0_17_0_corex_4_4_0",
-          "modelCount": 26609,
+          "modelCount": 26610,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 4292,
-          "successRate": 0.161298808673757,
-          "wilsonLowerBound": 0.15692837265153667
+          "successRate": 0.16129274708756106,
+          "wilsonLowerBound": 0.15692246019183576
         },
         "vllm_fix_tokenizer": {
           "framework": "vllm_fix_tokenizer",
-          "modelCount": 45612,
+          "modelCount": 45672,
           "officialConfigError": "malformed_command_argv",
           "officialConfigValid": false,
           "successCount": 5908,
-          "successRate": 0.12952731737262124,
-          "wilsonLowerBound": 0.12647689964435174
+          "successRate": 0.12935715536871606,
+          "wilsonLowerBound": 0.1263104582607641
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
@@ -294,12 +265,12 @@
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 37318,
+          "modelCount": 37337,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 7698,
-          "successRate": 0.2062811511870947,
-          "wilsonLowerBound": 0.20220604128072728
+          "successCount": 7709,
+          "successRate": 0.20647079304711144,
+          "wilsonLowerBound": 0.202395297497172
         }
       },
       "Kunlunxin_p-800": {
@@ -314,65 +285,65 @@
         },
         "vllm_fix_tokenizer": {
           "framework": "vllm_fix_tokenizer",
-          "modelCount": 21806,
+          "modelCount": 21821,
           "officialConfigError": "malformed_command_argv",
           "officialConfigValid": false,
-          "successCount": 5964,
-          "successRate": 0.27350270567733653,
-          "wilsonLowerBound": 0.26762647383798804
+          "successCount": 5967,
+          "successRate": 0.27345217909353375,
+          "wilsonLowerBound": 0.26757830281475975
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
-          "modelCount": 17256,
+          "modelCount": 17260,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 4145,
-          "successRate": 0.24020630505331478,
-          "wilsonLowerBound": 0.23389037027404935
+          "successRate": 0.24015063731170336,
+          "wilsonLowerBound": 0.2338359449468615
         }
       },
       "MetaX_c-500": {
         "vllm": {
           "framework": "vllm",
-          "modelCount": 71562,
+          "modelCount": 71574,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 19592,
-          "successRate": 0.2737765853385875,
-          "wilsonLowerBound": 0.27052180165256157
+          "successCount": 19594,
+          "successRate": 0.27375862743454327,
+          "wilsonLowerBound": 0.27050418328683945
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
-          "modelCount": 3067,
+          "modelCount": 3081,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 1687,
-          "successRate": 0.5500489077274209,
-          "wilsonLowerBound": 0.53239031845964
+          "successCount": 1693,
+          "successRate": 0.5494969165855241,
+          "wilsonLowerBound": 0.5318773265562495
         }
       },
       "Mthreads_s4000": {
         "llamacpp": {
           "framework": "llamacpp",
-          "modelCount": 49588,
+          "modelCount": 49596,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 22334,
-          "successRate": 0.45039122368314916,
-          "wilsonLowerBound": 0.44601608711920876
+          "successCount": 22340,
+          "successRate": 0.45043955157674004,
+          "wilsonLowerBound": 0.44606472142492937
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 42927,
+          "modelCount": 42949,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 5798,
-          "successRate": 0.1350665082582058,
-          "wilsonLowerBound": 0.13186576913199902
+          "successCount": 5804,
+          "successRate": 0.1351370229807446,
+          "wilsonLowerBound": 0.13193637730139784
         },
         "vllm_tokenizer_patch": {
           "framework": "vllm_tokenizer_patch",
-          "modelCount": 1511,
+          "modelCount": 1515,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 0,
@@ -392,21 +363,21 @@
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 10134,
+          "modelCount": 10136,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 768,
-          "successRate": 0.07578448786264061,
-          "wilsonLowerBound": 0.0707909181540423
+          "successRate": 0.07576953433307025,
+          "wilsonLowerBound": 0.0707769135972184
         },
         "vllm_fix_tokenizer": {
           "framework": "vllm_fix_tokenizer",
-          "modelCount": 8541,
+          "modelCount": 8547,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 3751,
-          "successRate": 0.43917574054560354,
-          "wilsonLowerBound": 0.42868012170168546
+          "successCount": 3755,
+          "successRate": 0.43933543933543934,
+          "wilsonLowerBound": 0.4288430080181456
         }
       },
       "Vastai_va16": {
@@ -421,47 +392,47 @@
         },
         "vllm_fix_tokenizer": {
           "framework": "vllm_fix_tokenizer",
-          "modelCount": 24179,
+          "modelCount": 24205,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 6716,
-          "successRate": 0.27776169403201123,
-          "wilsonLowerBound": 0.27215169401628303
+          "successCount": 6727,
+          "successRate": 0.27791778558149144,
+          "wilsonLowerBound": 0.2723097802644982
         }
       },
       "hygon_k100-ai": {
         "llamacpp": {
           "framework": "llamacpp",
-          "modelCount": 30233,
+          "modelCount": 30240,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 15463,
-          "successRate": 0.5114609863394304,
-          "wilsonLowerBound": 0.5058251810793393
+          "successCount": 15466,
+          "successRate": 0.511441798941799,
+          "wilsonLowerBound": 0.5058066435812478
         },
         "vllm": {
           "framework": "vllm",
-          "modelCount": 70076,
+          "modelCount": 70092,
           "officialConfigError": null,
           "officialConfigValid": true,
-          "successCount": 7647,
-          "successRate": 0.10912437924539072,
-          "wilsonLowerBound": 0.10683721158262517
+          "successCount": 7648,
+          "successRate": 0.1091137362323803,
+          "wilsonLowerBound": 0.1068269265464274
         },
         "vllm-patch-tokenizer": {
           "framework": "vllm-patch-tokenizer",
-          "modelCount": 15496,
+          "modelCount": 15505,
           "officialConfigError": null,
           "officialConfigValid": true,
           "successCount": 2932,
-          "successRate": 0.1892101187403201,
-          "wilsonLowerBound": 0.1831204495298458
+          "successRate": 0.1891002902289584,
+          "wilsonLowerBound": 0.1830137649033138
         }
       }
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-11-01T12:48:11.952409+00:00",
+  "generatedAt": "2026-11-01T12:49:17.173387+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
@@ -478,7 +449,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 45,
+      "running": 1,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -507,28 +478,6 @@
       "throughputPerHour": 58321.5,
       "waiting": 730
     },
-    "Biren_166m": {
-      "available": true,
-      "backlogHours": 0.012516824841610727,
-      "canVerify": true,
-      "error": null,
-      "gpu": "Biren_166m",
-      "healthFactor": 1.0,
-      "maxConcurrentTasks": 8,
-      "qualityFactor": 2.5,
-      "queueFactor": 1.0,
-      "queueWeight": 1.0,
-      "recentSuccess": 349929,
-      "recentSuccessRate": 1.0,
-      "recentTerminal": 349929,
-      "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 45,
-      "selectionWeight": 2.5,
-      "stale": false,
-      "submissionEligible": true,
-      "throughputPerHour": 58321.5,
-      "waiting": 730
-    },
     "Cambricon_mlu-370-x4": {
       "available": true,
       "backlogHours": 0.012516824841610727,
@@ -566,7 +515,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 1,
+      "running": 45,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -610,7 +559,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 1,
+      "running": 45,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -632,7 +581,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 45,
+      "running": 1,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -654,7 +603,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 1,
+      "running": 45,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -676,7 +625,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 45,
+      "running": 1,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -764,7 +713,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 349929,
       "recentWilsonLowerBound": 0.9999890218935085,
-      "running": 1,
+      "running": 45,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -772,16 +721,15 @@
       "waiting": 730
     }
   },
-  "queueAttemptedAt": "2026-11-01T12:48:11.952409+00:00",
+  "queueAttemptedAt": "2026-11-01T12:49:17.173387+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-11-01T12:48:11.952409+00:00",
+  "queueUpdatedAt": "2026-11-01T12:49:17.173387+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Vastai_va16",
     "Iluvatar_mrv-100",
     "Kunlunxin_p-800",
     "Iluvatar_bi-150",
-    "Biren_166m",
     "Ascend_910-b4",
     "Ascend_910-b3",
     "MetaX_c-500",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 4dd4a151ac..6b79d556b1 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-11-01T12:48:11.952409+00:00",
+  "catalogUpdatedAt": "2026-11-01T12:49:17.173387+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-11-01T12:48:11.952409+00:00",
+  "generatedAt": "2026-11-01T12:49:21.492710+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -76,7 +76,7 @@
     "Biren_166m": {
       "canVerify": true,
       "gpu": "Biren_166m",
-      "maxConcurrentTasks": 8
+      "maxConcurrentTasks": 0
     },
     "Cambricon_mlu-370-x4": {
       "canVerify": true,
@@ -5572,19 +5572,6 @@
       ],
       "updatedAt": "2026-10-31T04:10:37.519731+00:00"
     },
-    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-31T04:10:37.286694+00:00"
-    },
     "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -5764,6 +5751,14 @@
       ],
       "updatedAt": "2026-10-31T14:32:21.711839+00:00"
     },
+    "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-11-01T12:49:21.492710+00:00"
+    },
     "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX|2026-11-01T12:38:24+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -6602,6 +6597,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-11-01T12:48:11.952409+00:00",
+  "taskTreeUpdatedAt": "2026-11-01T12:49:17.173387+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 6e223989a2..cdbc64b141 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "75992f8fc87bd43463ad6a2225d42d2ca55bf3279439823531261e6ae705f09c",
     ".modelhub_state/architecture_compatibility_blacklist.json": "8977a2cea3d7f9abc40d781488af09d2949155a196e48ec8ac73311bf42c450b",
     ".modelhub_state/architecture_history_backfill.json": "3d540298447c4305031831a11786480aa96821e37ff7b9b66e91598e2a49f6ff",
-    ".modelhub_state/market_intelligence.json": "5bbb7b5abcd2549597b661c61ef09567342059f82ef956f11868016bbc9b2fc4",
-    ".modelhub_state/official_capabilities.json": "eb811ad02a469b410ab46689839f1ae710f6d3582c0b20b00e99c866b5084774",
+    ".modelhub_state/market_intelligence.json": "0f8ec882e4b2d7e6ab1e9e44dcde869bee36a108fed4c18289f656cabd5d3756",
+    ".modelhub_state/official_capabilities.json": "9a502924876ba2c7d0ceb2074fe50029da6fb485735f1b7bdde14678c2880b1e",
     ".modelhub_state/outcome_checkpoint.json": "f9ac3f83fbdc0cb7ac7a56f19912ace45b4e7e55ec20b7757e7cf9348fc6d4fc",
     ".modelhub_state/recent_outcomes.jsonl": "904b824a052f0f4311e73435ce38c3c62019c18a202f4b1c0b84b5d795cd3bd1",
     ".modelhub_state/recovery_active_tasks.jsonl": "a6987a7dfe811daeab941887b0242b7f0a0917c192168f18113e4ada0432e3bb",
@@ -16,9 +16,9 @@
     "ledger/submissions.jsonl": "97c8b126bae9fe88dfbc61de1600a00759dd6158e8eec6fa6ea3d985f4e2145b",
     "outcomes/submissions.jsonl": "c9fa41e91a6780c5d8b83d424ceaa17df51584323200a4e60f27fc7b7467bfc1"
   },
-  "generation": 18481,
+  "generation": 18482,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-11-01T12:48:14.289042+00:00",
+  "updatedAt": "2026-11-01T12:49:21.792103+00:00",
   "writerId": "b60d613251844af6b43636e34287be85"
 }