xh1-research-fork/research/.xh1/logs/harness.log

[2026-08-25T17:58:32Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T17:58:32Z] Running researcher.
[2026-08-25T17:58:32Z] API attempt 1 failed.
[2026-08-25T17:58:37Z] API attempt 2 failed.
[2026-08-25T17:59:55Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T17:59:55Z] Running researcher.
[2026-08-25T17:59:56Z] API attempt 1 failed.
[2026-08-25T17:59:57Z] API attempt 2 failed.
[2026-08-25T18:00:09Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:00:09Z] Running researcher.
[2026-08-25T18:00:10Z] API attempt 1 failed.
[2026-08-25T18:00:11Z] API attempt 2 failed.
[2026-08-25T18:00:15Z] API attempt 3 failed.
[2026-08-25T18:00:56Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:00:56Z] Running researcher.
[2026-08-25T18:00:57Z] API attempt 1 failed.
[2026-08-25T18:00:58Z] API attempt 2 failed.
[2026-08-25T18:01:02Z] API attempt 3 failed.
[2026-08-25T18:01:11Z] Research agent failed.
[2026-08-25T18:01:38Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:01:38Z] Running researcher.
[2026-08-25T18:01:38Z] API attempt 1 failed.
[2026-08-25T18:01:57Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:01:57Z] Running researcher.
[2026-08-25T18:02:54Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:02:54Z] Running researcher.
[2026-08-25T18:02:54Z] API attempt 1 failed.
[2026-08-25T18:02:55Z] API attempt 2 failed.
[2026-08-25T18:03:00Z] Starting research: research/03-core-design/mul-div-unit.md
[2026-08-25T18:03:00Z] Running researcher.
[2026-08-25T18:04:04Z] Research completed.
[2026-08-25T18:04:04Z] Running reviewer.
[2026-08-25T18:04:28Z] Research rejected by reviewer.
[2026-08-25T18:08:09Z] Started run: 20260825T180809Z
[2026-08-25T18:08:09Z] ==================================================
[2026-08-25T18:08:09Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:08:09Z] ==================================================
[2026-08-25T18:08:09Z] Research round 1/3
[2026-08-25T18:08:09Z] Running researcher.
[2026-08-25T18:09:00Z] Started run: 20260825T180900Z
[2026-08-25T18:09:00Z] ==================================================
[2026-08-25T18:09:00Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:09:00Z] ==================================================
[2026-08-25T18:09:00Z] Research round 1/3
[2026-08-25T18:09:00Z] Running researcher.
[2026-08-25T18:09:00Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:09:56Z] API response received: 17248 bytes
[2026-08-25T18:09:56Z] Running reviewer.
[2026-08-25T18:09:56Z] API request: model=z-ai/glm-5.2:free attempt=1
[2026-08-25T18:09:57Z] API request failed.
[2026-08-25T18:09:58Z] API request: model=z-ai/glm-5.2:free attempt=2
[2026-08-25T18:09:58Z] API request failed.
[2026-08-25T18:10:02Z] API request: model=z-ai/glm-5.2:free attempt=3
[2026-08-25T18:10:03Z] API request failed.
[2026-08-25T18:11:53Z] Started run: 20260825T181153Z
[2026-08-25T18:11:53Z] ==================================================
[2026-08-25T18:11:53Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:11:53Z] ==================================================
[2026-08-25T18:11:53Z] Research round 1/3
[2026-08-25T18:11:53Z] Running researcher.
[2026-08-25T18:11:53Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:13:01Z] API response received: 21756 bytes
[2026-08-25T18:13:01Z] Running reviewer.
[2026-08-25T18:13:01Z] API request: model=google/gemma-4-31b-it:free attempt=1
[2026-08-25T18:13:01Z] API request failed.
[2026-08-25T18:13:02Z] API request: model=google/gemma-4-31b-it:free attempt=2
[2026-08-25T18:13:02Z] API request failed.
[2026-08-25T18:13:06Z] API request: model=google/gemma-4-31b-it:free attempt=3
[2026-08-25T18:13:07Z] API request failed.
[2026-08-25T18:14:02Z] Started run: 20260825T181402Z
[2026-08-25T18:14:02Z] ==================================================
[2026-08-25T18:14:02Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:14:02Z] ==================================================
[2026-08-25T18:14:02Z] Research round 1/3
[2026-08-25T18:14:02Z] Running researcher.
[2026-08-25T18:14:02Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:15:25Z] API response received: 26879 bytes
[2026-08-25T18:15:25Z] Running reviewer.
[2026-08-25T18:15:25Z] API request: model=poolside/laguna-s-2.1:free attempt=1
[2026-08-25T18:15:26Z] API request failed.
[2026-08-25T18:15:27Z] API request: model=poolside/laguna-s-2.1:free attempt=2
[2026-08-25T18:15:27Z] API request failed.
[2026-08-25T18:15:31Z] API request: model=poolside/laguna-s-2.1:free attempt=3
[2026-08-25T18:15:31Z] API request failed.
[2026-08-25T18:16:09Z] Started run: 20260825T181609Z
[2026-08-25T18:16:09Z] ==================================================
[2026-08-25T18:16:09Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:16:09Z] ==================================================
[2026-08-25T18:16:09Z] Research round 1/3
[2026-08-25T18:16:09Z] Running researcher.
[2026-08-25T18:16:09Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:17:05Z] API response received: 18408 bytes
[2026-08-25T18:17:05Z] Running reviewer.
[2026-08-25T18:17:05Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:17:41Z] API response received: 12530 bytes
[2026-08-25T18:17:41Z] Research rejected by reviewer.
[2026-08-25T18:17:41Z] Preparing revision round 2.
[2026-08-25T18:17:46Z] Research round 2/3
[2026-08-25T18:17:46Z] Running revision agent.
[2026-08-25T18:17:46Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:18:49Z] API response received: 30663 bytes
[2026-08-25T18:18:49Z] Running reviewer.
[2026-08-25T18:18:49Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:19:38Z] API response received: 17758 bytes
[2026-08-25T18:19:38Z] Research rejected by reviewer.
[2026-08-25T18:19:38Z] Preparing revision round 3.
[2026-08-25T18:19:43Z] Research round 3/3
[2026-08-25T18:19:43Z] Running revision agent.
[2026-08-25T18:19:43Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:20:47Z] API response received: 38527 bytes
[2026-08-25T18:20:47Z] Running reviewer.
[2026-08-25T18:20:47Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:21:21Z] API response received: 11009 bytes
[2026-08-25T18:21:21Z] Research rejected by reviewer.
[2026-08-25T18:21:21Z] Maximum research rounds reached.
[2026-08-25T18:21:21Z] Leaving original document unchanged.
[2026-08-25T18:21:21Z] Marking topic failed for this run.
[2026-08-25T18:22:20Z] Started run: 20260825T182220Z
[2026-08-25T18:22:20Z] ==================================================
[2026-08-25T18:22:20Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:22:20Z] ==================================================
[2026-08-25T18:22:20Z] Research round 1/4
[2026-08-25T18:22:20Z] Running researcher.
[2026-08-25T18:22:20Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:23:29Z] API response received: 24877 bytes
[2026-08-25T18:23:29Z] Running reviewer.
[2026-08-25T18:23:29Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:24:04Z] API response received: 13172 bytes
[2026-08-25T18:24:04Z] Research rejected by reviewer.
[2026-08-25T18:24:04Z] Preparing revision round 2.
[2026-08-25T18:24:09Z] Research round 2/4
[2026-08-25T18:24:09Z] Running revision agent.
[2026-08-25T18:24:10Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:25:16Z] API response received: 36001 bytes
[2026-08-25T18:25:16Z] Running reviewer.
[2026-08-25T18:25:16Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:25:49Z] API response received: 13414 bytes
[2026-08-25T18:25:49Z] Research rejected by reviewer.
[2026-08-25T18:25:49Z] Preparing revision round 3.
[2026-08-25T18:25:54Z] Research round 3/4
[2026-08-25T18:25:54Z] Running revision agent.
[2026-08-25T18:25:54Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:27:01Z] API response received: 46098 bytes
[2026-08-25T18:27:01Z] Running reviewer.
[2026-08-25T18:27:01Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:27:36Z] API response received: 13273 bytes
[2026-08-25T18:27:36Z] Research rejected by reviewer.
[2026-08-25T18:27:36Z] Preparing revision round 4.
[2026-08-25T18:27:41Z] Research round 4/4
[2026-08-25T18:27:41Z] Running revision agent.
[2026-08-25T18:27:41Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:28:54Z] API response received: 53327 bytes
[2026-08-25T18:28:54Z] Running reviewer.
[2026-08-25T18:28:54Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:29:42Z] API response received: 20243 bytes
[2026-08-25T18:29:42Z] Research rejected by reviewer.
[2026-08-25T18:29:42Z] Maximum research rounds reached.
[2026-08-25T18:29:42Z] Leaving original document unchanged.
[2026-08-25T18:29:42Z] Marking topic failed for this run.
[2026-08-25T18:30:01Z] Started run: 20260825T183001Z
[2026-08-25T18:30:01Z] ==================================================
[2026-08-25T18:30:01Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:30:01Z] ==================================================
[2026-08-25T18:30:01Z] Research round 1/4
[2026-08-25T18:30:01Z] Running researcher.
[2026-08-25T18:30:01Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:31:08Z] API response received: 21962 bytes
[2026-08-25T18:31:08Z] Running reviewer.
[2026-08-25T18:31:08Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:31:49Z] API response received: 13338 bytes
[2026-08-25T18:31:49Z] Research rejected by reviewer.
[2026-08-25T18:31:49Z] Preparing revision round 2.
[2026-08-25T18:31:54Z] Research round 2/4
[2026-08-25T18:31:54Z] Running revision agent.
[2026-08-25T18:31:54Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:32:55Z] API response received: 33926 bytes
[2026-08-25T18:32:55Z] Running reviewer.
[2026-08-25T18:32:55Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:33:37Z] API response received: 16114 bytes
[2026-08-25T18:33:37Z] Research rejected by reviewer.
[2026-08-25T18:33:37Z] Preparing revision round 3.
[2026-08-25T18:33:42Z] Research round 3/4
[2026-08-25T18:33:42Z] Running revision agent.
[2026-08-25T18:33:42Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:34:54Z] API response received: 44193 bytes
[2026-08-25T18:34:54Z] Running reviewer.
[2026-08-25T18:34:54Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:35:35Z] API response received: 16542 bytes
[2026-08-25T18:35:35Z] Research rejected by reviewer.
[2026-08-25T18:35:35Z] Preparing revision round 4.
[2026-08-25T18:35:40Z] Research round 4/4
[2026-08-25T18:35:40Z] Running revision agent.
[2026-08-25T18:35:40Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:37:17Z] API response received: 58195 bytes
[2026-08-25T18:37:17Z] Running reviewer.
[2026-08-25T18:37:17Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:38:09Z] API response received: 21715 bytes
[2026-08-25T18:38:09Z] Research rejected by reviewer.
[2026-08-25T18:38:09Z] Maximum research rounds reached.
[2026-08-25T18:38:09Z] Leaving original document unchanged.
[2026-08-25T18:38:09Z] Marking topic failed for this run.
[2026-08-25T18:38:43Z] Started run: 20260825T183843Z
[2026-08-25T18:38:43Z] ==================================================
[2026-08-25T18:38:43Z] Researching: research/03-core-design/mul-div-unit.md
[2026-08-25T18:38:43Z] ==================================================
[2026-08-25T18:38:43Z] Research round 1/4
[2026-08-25T18:38:43Z] Running researcher.
[2026-08-25T18:38:43Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:39:57Z] API response received: 27283 bytes
[2026-08-25T18:39:57Z] Running reviewer.
[2026-08-25T18:39:57Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:40:35Z] API response received: 13336 bytes
[2026-08-25T18:40:35Z] Research rejected by reviewer.
[2026-08-25T18:40:35Z] Preparing revision round 2.
[2026-08-25T18:40:40Z] Research round 2/4
[2026-08-25T18:40:40Z] Running revision agent.
[2026-08-25T18:40:41Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:41:31Z] API response received: 35205 bytes
[2026-08-25T18:41:31Z] Running reviewer.
[2026-08-25T18:41:31Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-25T18:41:52Z] API response received: 7599 bytes
[2026-08-25T18:41:52Z] Research PASSED review.
[2026-08-25T18:41:52Z] Completed: research/03-core-design/mul-div-unit.md
[2026-08-25T18:43:06Z] Started run: 20260825T184306Z
[2026-08-25T18:43:06Z] ==================================================
[2026-08-25T18:43:06Z] Researching: research/03-core-design/control-unit.md
[2026-08-25T18:43:06Z] ==================================================
[2026-08-25T18:43:06Z] Research round 1/4
[2026-08-25T18:43:06Z] Running researcher.
[2026-08-25T18:43:06Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:18:23Z] Started run: 20260826T101823Z
[2026-08-26T10:18:23Z] ==================================================
[2026-08-26T10:18:23Z] Researching: research/10-verification/core-verification.md
[2026-08-26T10:18:23Z] ==================================================
[2026-08-26T10:18:23Z] Research round 1/4
[2026-08-26T10:18:23Z] Running researcher.
[2026-08-26T10:18:23Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:19:32Z] API response received: 28678 bytes
[2026-08-26T10:19:32Z] Running reviewer.
[2026-08-26T10:19:32Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:20:02Z] API response received: 14571 bytes
[2026-08-26T10:20:02Z] Research rejected by reviewer.
[2026-08-26T10:20:02Z] Preparing revision round 2.
[2026-08-26T10:20:07Z] Research round 2/4
[2026-08-26T10:20:07Z] Running revision agent.
[2026-08-26T10:20:07Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:21:10Z] API response received: 41424 bytes
[2026-08-26T10:21:10Z] Running reviewer.
[2026-08-26T10:21:10Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:21:41Z] API response received: 13254 bytes
[2026-08-26T10:21:41Z] Research rejected by reviewer.
[2026-08-26T10:21:41Z] Preparing revision round 3.
[2026-08-26T10:21:46Z] Research round 3/4
[2026-08-26T10:21:46Z] Running revision agent.
[2026-08-26T10:21:46Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:22:46Z] API response received: 53652 bytes
[2026-08-26T10:22:46Z] Running reviewer.
[2026-08-26T10:22:46Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:22:48Z] API request failed.
[2026-08-26T10:22:49Z] API request: model=minimax/minimax-m3:free attempt=2
[2026-08-26T10:23:10Z] API response received: 9256 bytes
[2026-08-26T10:23:10Z] Research rejected by reviewer.
[2026-08-26T10:23:10Z] Preparing revision round 4.
[2026-08-26T10:23:15Z] Research round 4/4
[2026-08-26T10:23:15Z] Running revision agent.
[2026-08-26T10:23:15Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:24:29Z] API response received: 60501 bytes
[2026-08-26T10:24:30Z] Running reviewer.
[2026-08-26T10:24:30Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:24:57Z] API response received: 11816 bytes
[2026-08-26T10:24:57Z] Research rejected by reviewer.
[2026-08-26T10:24:57Z] Maximum research rounds reached.
[2026-08-26T10:24:57Z] Leaving original document unchanged.
[2026-08-26T10:24:57Z] Marking topic failed for this run.
[2026-08-26T10:28:50Z] Started run: 20260826T102850Z
[2026-08-26T10:28:50Z] ==================================================
[2026-08-26T10:28:50Z] Researching: research/10-verification/core-verification.md
[2026-08-26T10:28:50Z] ==================================================
[2026-08-26T10:28:50Z] Research round 1/4
[2026-08-26T10:28:50Z] Running researcher.
[2026-08-26T10:28:50Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:29:14Z] API response received: 8657 bytes
[2026-08-26T10:29:14Z] Running reviewer.
[2026-08-26T10:29:14Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:29:29Z] API response received: 5410 bytes
[2026-08-26T10:29:29Z] Research rejected by reviewer.
[2026-08-26T10:29:29Z] Preparing revision round 2.
[2026-08-26T10:29:34Z] Research round 2/4
[2026-08-26T10:29:34Z] Running revision agent.
[2026-08-26T10:29:34Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:29:35Z] API request failed.
[2026-08-26T10:29:36Z] API request: model=minimax/minimax-m3:free attempt=2
[2026-08-26T10:30:56Z] API response received: 27342 bytes
[2026-08-26T10:30:56Z] Running reviewer.
[2026-08-26T10:30:56Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:31:37Z] API response received: 17934 bytes
[2026-08-26T10:31:37Z] Research rejected by reviewer.
[2026-08-26T10:31:37Z] Preparing revision round 3.
[2026-08-26T10:31:42Z] Research round 3/4
[2026-08-26T10:31:42Z] Running revision agent.
[2026-08-26T10:31:42Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:32:30Z] API response received: 35961 bytes
[2026-08-26T10:32:30Z] Running reviewer.
[2026-08-26T10:32:30Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:32:31Z] API request failed.
[2026-08-26T10:32:32Z] API request: model=minimax/minimax-m3:free attempt=2
[2026-08-26T10:32:33Z] API request failed.
[2026-08-26T10:32:37Z] API request: model=minimax/minimax-m3:free attempt=3
[2026-08-26T10:33:05Z] API response received: 11210 bytes
[2026-08-26T10:33:05Z] Research rejected by reviewer.
[2026-08-26T10:33:05Z] Preparing revision round 4.
[2026-08-26T10:33:10Z] Research round 4/4
[2026-08-26T10:33:10Z] Running revision agent.
[2026-08-26T10:33:10Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:34:13Z] API response received: 48686 bytes
[2026-08-26T10:34:13Z] Running reviewer.
[2026-08-26T10:34:13Z] API request: model=minimax/minimax-m3:free attempt=1
[2026-08-26T10:34:46Z] API response received: 13487 bytes
[2026-08-26T10:34:46Z] Research rejected by reviewer.
[2026-08-26T10:34:46Z] Maximum research rounds reached.
[2026-08-26T10:34:46Z] Leaving original document unchanged.
[2026-08-26T10:34:46Z] Marking topic failed for this run.
[2026-08-26T12:11:25Z] Started run: 20260826T121125Z
[2026-08-26T12:11:25Z] ==================================================
[2026-08-26T12:11:25Z] Researching: research/05-memory/memory-ordering.md
[2026-08-26T12:11:25Z] ==================================================
[2026-08-26T12:11:25Z] Research round 1/3
[2026-08-26T12:11:25Z] Running researcher.
[2026-08-26T12:11:25Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:11:25Z] API request failed.
[2026-08-26T12:11:26Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:11:26Z] API request failed.
[2026-08-26T12:11:58Z] Started run: 20260826T121158Z
[2026-08-26T12:11:58Z] ==================================================
[2026-08-26T12:11:58Z] Researching: research/05-memory/memory-ordering.md
[2026-08-26T12:11:58Z] ==================================================
[2026-08-26T12:11:58Z] Research round 1/3
[2026-08-26T12:11:58Z] Running researcher.
[2026-08-26T12:11:58Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:12:47Z] Response received: 19485 bytes
[2026-08-26T12:12:47Z] Running reviewer.
[2026-08-26T12:12:47Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:15:45Z] Response received: 1622 bytes
[2026-08-26T12:15:45Z] Research rejected by reviewer.
[2026-08-26T12:15:45Z] Preparing revision round 2.
[2026-08-26T12:15:50Z] Research round 2/3
[2026-08-26T12:15:50Z] Running revision agent.
[2026-08-26T12:15:50Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:15:51Z] API request failed.
[2026-08-26T12:15:52Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:16:25Z] Response received: 23244 bytes
[2026-08-26T12:16:25Z] Running reviewer.
[2026-08-26T12:16:25Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:19:32Z] Response received: 1 bytes
[2026-08-26T12:19:32Z] Research rejected by reviewer.
[2026-08-26T12:19:32Z] Preparing revision round 3.
[2026-08-26T12:19:37Z] Research round 3/3
[2026-08-26T12:19:37Z] Running revision agent.
[2026-08-26T12:19:37Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:19:38Z] API request failed.
[2026-08-26T12:19:39Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:19:44Z] API request failed.
[2026-08-26T12:19:48Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=3
[2026-08-26T12:20:25Z] Response received: 25475 bytes
[2026-08-26T12:20:25Z] Running reviewer.
[2026-08-26T12:20:25Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:23:32Z] Response received: 1 bytes
[2026-08-26T12:23:32Z] Research rejected by reviewer.
[2026-08-26T12:23:32Z] Maximum research rounds reached.
[2026-08-26T12:23:32Z] Leaving original document unchanged.
[2026-08-26T12:23:32Z] Marking topic failed for this run.
[2026-08-26T12:25:59Z] Started run: 20260826T122559Z
[2026-08-26T12:25:59Z] ==================================================
[2026-08-26T12:25:59Z] Researching: research/05-memory/memory-ordering.md
[2026-08-26T12:25:59Z] ==================================================
[2026-08-26T12:25:59Z] Research round 1/3
[2026-08-26T12:25:59Z] Running researcher.
[2026-08-26T12:25:59Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:26:00Z] API HTTP status: 429
[2026-08-26T12:26:00Z] WARNING: Rate limited by openrouter.
[2026-08-26T12:26:00Z] Waiting 5s before retry.
[2026-08-26T12:26:05Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:26:06Z] API HTTP status: 429
[2026-08-26T12:26:06Z] WARNING: Rate limited by openrouter.
[2026-08-26T12:26:06Z] Waiting 20s before retry.
[2026-08-26T12:26:26Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=3
[2026-08-26T12:27:36Z] Response received: 23159 bytes
[2026-08-26T12:27:36Z] Running reviewer.
[2026-08-26T12:27:37Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:30:29Z] Response received: 4699 bytes
[2026-08-26T12:30:29Z] WARNING: Reviewer returned no valid VERDICT.
[2026-08-26T12:30:29Z] WARNING: This is a reviewer failure, not a research failure.
[2026-08-26T12:33:03Z] Started run: 20260826T123303Z
[2026-08-26T12:33:03Z] ==================================================
[2026-08-26T12:33:03Z] Researching: research/05-memory/memory-ordering.md
[2026-08-26T12:33:03Z] ==================================================
[2026-08-26T12:33:03Z] Research round 1/3
[2026-08-26T12:33:03Z] Running researcher.
[2026-08-26T12:33:03Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:33:04Z] API HTTP status: 429
[2026-08-26T12:33:04Z] WARNING: Rate limited by openrouter.
[2026-08-26T12:33:04Z] Waiting 5s before retry.
[2026-08-26T12:33:09Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:35:05Z] Response received: 41239 bytes
[2026-08-26T12:35:05Z] Running reviewer.
[2026-08-26T12:35:05Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:38:10Z] Response received: 2000 bytes
[2026-08-26T12:38:10Z] Reviewer did not provide a machine-readable verdict.
[2026-08-26T12:38:10Z] Requesting verdict-format repair.
[2026-08-26T12:38:10Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:38:52Z] Response received: 87 bytes
[2026-08-26T12:38:52Z] WARNING: Reviewer returned no valid VERDICT.
[2026-08-26T12:38:52Z] WARNING: This is a reviewer failure, not a research failure.
[2026-08-26T12:39:54Z] Started run: 20260826T123954Z
[2026-08-26T12:39:54Z] ==================================================
[2026-08-26T12:39:54Z] Researching: research/05-memory/memory-ordering.md
[2026-08-26T12:39:54Z] ==================================================
[2026-08-26T12:39:54Z] Research round 1/3
[2026-08-26T12:39:54Z] Running researcher.
[2026-08-26T12:39:54Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:41:33Z] Response received: 38665 bytes
[2026-08-26T12:41:33Z] Running reviewer.
[2026-08-26T12:41:33Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:44:38Z] Response received: 2266 bytes
[2026-08-26T12:44:38Z] Reviewer did not provide a machine-readable verdict.
[2026-08-26T12:44:38Z] Requesting verdict-format repair.
[2026-08-26T12:44:38Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:45:19Z] Response received: 87 bytes
[2026-08-26T12:45:19Z] Recovered reviewer verdict: PASS
[2026-08-26T12:45:19Z] Research passed review.
[2026-08-26T12:45:19Z] Accepted research document: research/05-memory/memory-ordering.md
[2026-08-26T12:48:21Z] Started run: 20260826T124821Z
[2026-08-26T12:48:21Z] ==================================================
[2026-08-26T12:48:21Z] Researching: research/05-memory/cache-coherency.md
[2026-08-26T12:48:21Z] ==================================================
[2026-08-26T12:48:21Z] Research round 1/3
[2026-08-26T12:48:21Z] Running researcher.
[2026-08-26T12:48:21Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:49:42Z] Response received: 27828 bytes
[2026-08-26T12:49:42Z] Running reviewer.
[2026-08-26T12:49:42Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:52:25Z] Response received: 2096 bytes
[2026-08-26T12:52:25Z] Research passed review.
[2026-08-26T12:52:25Z] Accepted research document: research/05-memory/cache-coherency.md
[2026-08-26T12:54:26Z] Started run: 20260826T125426Z
[2026-08-26T12:54:26Z] ==================================================
[2026-08-26T12:54:26Z] Researching: research/05-memory/memory-hierarchy.md
[2026-08-26T12:54:26Z] ==================================================
[2026-08-26T12:54:26Z] Research round 1/3
[2026-08-26T12:54:26Z] Running researcher.
[2026-08-26T12:54:26Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:54:28Z] API HTTP status: 429
[2026-08-26T12:54:28Z] WARNING: Rate limited by openrouter.
[2026-08-26T12:54:28Z] Waiting 5s before retry.
[2026-08-26T12:54:33Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T12:56:00Z] Response received: 30493 bytes
[2026-08-26T12:56:00Z] Running reviewer.
[2026-08-26T12:56:00Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T12:56:50Z] Response received: 1780 bytes
[2026-08-26T12:56:50Z] Research passed review.
[2026-08-26T12:56:50Z] Accepted research document: research/05-memory/memory-hierarchy.md
[2026-08-26T12:57:40Z] Started run: 20260826T125740Z
[2026-08-26T12:57:40Z] ==================================================
[2026-08-26T12:57:40Z] Researching: research/05-memory/memory-architecture.md
[2026-08-26T12:57:40Z] ==================================================
[2026-08-26T12:57:40Z] Research round 1/3
[2026-08-26T12:57:40Z] Running researcher.
[2026-08-26T12:57:40Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T12:58:59Z] Response received: 28405 bytes
[2026-08-26T12:58:59Z] Running reviewer.
[2026-08-26T12:58:59Z] API: provider=ollama model=gemma4:12b attempt=1
[2026-08-26T13:02:07Z] WARNING: Provider returned an empty/near-empty response (0 bytes).
[2026-08-26T13:02:09Z] API: provider=ollama model=gemma4:12b attempt=2
[2026-08-26T13:02:54Z] Response received: 2234 bytes
[2026-08-26T13:02:54Z] Research passed review.
[2026-08-26T13:02:54Z] Accepted research document: research/05-memory/memory-architecture.md
[2026-08-26T13:19:26Z] Started run: 20260826T131926Z
[2026-08-26T13:19:26Z] ==================================================
[2026-08-26T13:19:26Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:19:26Z] ==================================================
[2026-08-26T13:19:26Z] Research round 1/3
[2026-08-26T13:19:26Z] Running researcher.
[2026-08-26T13:19:27Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T13:20:19Z] Response received: 20125 bytes
[2026-08-26T13:20:19Z] Running reviewer.
[2026-08-26T13:20:19Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:20:19Z] API HTTP status: 000
[2026-08-26T13:20:19Z] WARNING: Network/API connection failure.
[2026-08-26T13:20:22Z] API: provider=qwen model=qwen3.7-plus attempt=2
[2026-08-26T13:20:22Z] API HTTP status: 000
[2026-08-26T13:20:22Z] WARNING: Network/API connection failure.
[2026-08-26T13:20:28Z] API: provider=qwen model=qwen3.7-plus attempt=3
[2026-08-26T13:20:28Z] API HTTP status: 000
[2026-08-26T13:20:28Z] WARNING: Network/API connection failure.
[2026-08-26T13:21:34Z] Started run: 20260826T132134Z
[2026-08-26T13:21:34Z] ==================================================
[2026-08-26T13:21:34Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:21:34Z] ==================================================
[2026-08-26T13:21:34Z] Research round 1/3
[2026-08-26T13:21:34Z] Running researcher.
[2026-08-26T13:21:34Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T13:21:34Z] API HTTP status: 401
[2026-08-26T13:21:34Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:21:37Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T13:21:38Z] API HTTP status: 401
[2026-08-26T13:21:38Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:21:44Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=3
[2026-08-26T13:21:44Z] API HTTP status: 401
[2026-08-26T13:21:44Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:21:44Z] WARNING: API request exhausted all retries.
[2026-08-26T13:21:44Z] WARNING: Research API failed.
[2026-08-26T13:21:44Z] WARNING: Topic will NOT be marked as failed.
[2026-08-26T13:21:46Z] Started run: 20260826T132146Z
[2026-08-26T13:21:46Z] ==================================================
[2026-08-26T13:21:46Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:21:46Z] ==================================================
[2026-08-26T13:21:46Z] Research round 1/3
[2026-08-26T13:21:46Z] Running researcher.
[2026-08-26T13:21:46Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T13:21:47Z] API HTTP status: 401
[2026-08-26T13:21:47Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:23:02Z] Started run: 20260826T132302Z
[2026-08-26T13:23:02Z] ==================================================
[2026-08-26T13:23:02Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:23:02Z] ==================================================
[2026-08-26T13:23:02Z] Research round 1/3
[2026-08-26T13:23:02Z] Running researcher.
[2026-08-26T13:23:02Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:23:02Z] API HTTP status: 000
[2026-08-26T13:23:02Z] WARNING: Network/API connection failure.
[2026-08-26T13:23:05Z] API: provider=qwen model=qwen3.8-max attempt=2
[2026-08-26T13:23:05Z] API HTTP status: 000
[2026-08-26T13:23:05Z] WARNING: Network/API connection failure.
[2026-08-26T13:23:29Z] Started run: 20260826T132329Z
[2026-08-26T13:23:29Z] ==================================================
[2026-08-26T13:23:29Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:23:29Z] ==================================================
[2026-08-26T13:23:29Z] Research round 1/3
[2026-08-26T13:23:29Z] Running researcher.
[2026-08-26T13:23:29Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:23:29Z] API HTTP status: 000
[2026-08-26T13:23:29Z] WARNING: Network/API connection failure.
[2026-08-26T13:25:56Z] Started run: 20260826T132556Z
[2026-08-26T13:25:56Z] ==================================================
[2026-08-26T13:25:56Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:25:56Z] ==================================================
[2026-08-26T13:25:56Z] Research round 1/3
[2026-08-26T13:25:56Z] Running researcher.
[2026-08-26T13:25:56Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:25:56Z] API HTTP status: 000
[2026-08-26T13:25:56Z] WARNING: Network/API connection failure.
[2026-08-26T13:26:07Z] Started run: 20260826T132607Z
[2026-08-26T13:26:07Z] ==================================================
[2026-08-26T13:26:07Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:26:07Z] ==================================================
[2026-08-26T13:26:07Z] Research round 1/3
[2026-08-26T13:26:07Z] Running researcher.
[2026-08-26T13:26:07Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:26:07Z] API HTTP status: 000
[2026-08-26T13:26:07Z] WARNING: Network/API connection failure.
[2026-08-26T13:26:13Z] Started run: 20260826T132613Z
[2026-08-26T13:26:13Z] ==================================================
[2026-08-26T13:26:13Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:26:13Z] ==================================================
[2026-08-26T13:26:13Z] Research round 1/3
[2026-08-26T13:26:13Z] Running researcher.
[2026-08-26T13:26:13Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:26:13Z] API HTTP status: 000
[2026-08-26T13:26:13Z] WARNING: Network/API connection failure.
[2026-08-26T13:26:50Z] Started run: 20260826T132650Z
[2026-08-26T13:26:50Z] ==================================================
[2026-08-26T13:26:50Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:26:50Z] ==================================================
[2026-08-26T13:26:50Z] Research round 1/3
[2026-08-26T13:26:50Z] Running researcher.
[2026-08-26T13:26:50Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:26:50Z] API HTTP status: 000
[2026-08-26T13:26:50Z] WARNING: Network/API connection failure.
[2026-08-26T13:27:40Z] Started run: 20260826T132740Z
[2026-08-26T13:27:40Z] ==================================================
[2026-08-26T13:27:40Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:27:40Z] ==================================================
[2026-08-26T13:27:40Z] Research round 1/3
[2026-08-26T13:27:40Z] Running researcher.
[2026-08-26T13:27:40Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:27:40Z] API HTTP status: 000
[2026-08-26T13:27:40Z] WARNING: Network/API connection failure.
[2026-08-26T13:27:57Z] Started run: 20260826T132757Z
[2026-08-26T13:27:57Z] ==================================================
[2026-08-26T13:27:57Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:27:57Z] ==================================================
[2026-08-26T13:27:57Z] Research round 1/3
[2026-08-26T13:27:57Z] Running researcher.
[2026-08-26T13:27:57Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:27:57Z] API HTTP status: 000
[2026-08-26T13:27:57Z] WARNING: Network/API connection failure.
[2026-08-26T13:28:46Z] Started run: 20260826T132846Z
[2026-08-26T13:28:46Z] ==================================================
[2026-08-26T13:28:46Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:28:46Z] ==================================================
[2026-08-26T13:28:46Z] Research round 1/3
[2026-08-26T13:28:46Z] Running researcher.
[2026-08-26T13:28:46Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:29:00Z] API HTTP status: 401
[2026-08-26T13:29:00Z] WARNING: Client/API error from qwen.
[2026-08-26T13:29:03Z] API: provider=qwen model=qwen3.8-max attempt=2
[2026-08-26T13:29:14Z] Started run: 20260826T132914Z
[2026-08-26T13:29:14Z] ==================================================
[2026-08-26T13:29:14Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:29:14Z] ==================================================
[2026-08-26T13:29:14Z] Research round 1/3
[2026-08-26T13:29:14Z] Running researcher.
[2026-08-26T13:29:14Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:29:15Z] API HTTP status: 401
[2026-08-26T13:29:15Z] WARNING: Client/API error from qwen.
[2026-08-26T13:29:59Z] Started run: 20260826T132959Z
[2026-08-26T13:29:59Z] ==================================================
[2026-08-26T13:29:59Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:29:59Z] ==================================================
[2026-08-26T13:29:59Z] Research round 1/3
[2026-08-26T13:29:59Z] Running researcher.
[2026-08-26T13:29:59Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:30:00Z] API HTTP status: 401
[2026-08-26T13:30:00Z] WARNING: Client/API error from qwen.
[2026-08-26T13:30:40Z] Started run: 20260826T133040Z
[2026-08-26T13:30:40Z] ==================================================
[2026-08-26T13:30:40Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:30:40Z] ==================================================
[2026-08-26T13:30:40Z] Research round 1/3
[2026-08-26T13:30:40Z] Running researcher.
[2026-08-26T13:30:40Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:30:42Z] API HTTP status: 401
[2026-08-26T13:30:42Z] WARNING: Client/API error from qwen.
[2026-08-26T13:30:59Z] Started run: 20260826T133059Z
[2026-08-26T13:30:59Z] ==================================================
[2026-08-26T13:30:59Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:30:59Z] ==================================================
[2026-08-26T13:30:59Z] Research round 1/3
[2026-08-26T13:30:59Z] Running researcher.
[2026-08-26T13:30:59Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:31:00Z] API HTTP status: 401
[2026-08-26T13:31:00Z] WARNING: Client/API error from qwen.
[2026-08-26T13:31:32Z] Started run: 20260826T133132Z
[2026-08-26T13:31:32Z] ==================================================
[2026-08-26T13:31:32Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:31:32Z] ==================================================
[2026-08-26T13:31:32Z] Research round 1/3
[2026-08-26T13:31:32Z] Running researcher.
[2026-08-26T13:31:32Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:31:33Z] API HTTP status: 401
[2026-08-26T13:31:33Z] WARNING: Client/API error from qwen.
[2026-08-26T13:31:55Z] Started run: 20260826T133155Z
[2026-08-26T13:31:55Z] ==================================================
[2026-08-26T13:31:55Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:31:55Z] ==================================================
[2026-08-26T13:31:55Z] Research round 1/3
[2026-08-26T13:31:55Z] Running researcher.
[2026-08-26T13:31:55Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:39:15Z] Started run: 20260826T133915Z
[2026-08-26T13:39:15Z] ==================================================
[2026-08-26T13:39:15Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:39:15Z] ==================================================
[2026-08-26T13:39:15Z] Research round 1/3
[2026-08-26T13:39:15Z] Running researcher.
[2026-08-26T13:39:15Z] API: provider=qwen model=qwen3.8-max attempt=1
[2026-08-26T13:41:06Z] Started run: 20260826T134106Z
[2026-08-26T13:41:06Z] ==================================================
[2026-08-26T13:41:06Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:41:06Z] ==================================================
[2026-08-26T13:41:06Z] Research round 1/3
[2026-08-26T13:41:06Z] Running researcher.
[2026-08-26T13:41:06Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:43:49Z] Started run: 20260826T134349Z
[2026-08-26T13:43:49Z] ==================================================
[2026-08-26T13:43:49Z] Researching: research/05-memory/memory-bandwidth.md
[2026-08-26T13:43:49Z] ==================================================
[2026-08-26T13:43:49Z] Research round 1/3
[2026-08-26T13:43:49Z] Running researcher.
[2026-08-26T13:43:49Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:45:21Z] Response received: 11713 bytes
[2026-08-26T13:45:21Z] Running reviewer.
[2026-08-26T13:45:21Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T13:47:18Z] Response received: 1142 bytes
[2026-08-26T13:47:18Z] Research passed review.
[2026-08-26T13:47:18Z] Accepted research document: research/05-memory/memory-bandwidth.md
[2026-08-26T13:47:58Z] Started run: 20260826T134758Z
[2026-08-26T13:47:58Z] ==================================================
[2026-08-26T13:47:58Z] Researching: research/05-memory/atomics.md
[2026-08-26T13:47:58Z] ==================================================
[2026-08-26T13:47:58Z] Research round 1/3
[2026-08-26T13:47:58Z] Running researcher.
[2026-08-26T13:47:58Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:49:00Z] Started run: 20260826T134900Z
[2026-08-26T13:49:00Z] ==================================================
[2026-08-26T13:49:00Z] Researching: research/05-memory/atomics.md
[2026-08-26T13:49:00Z] ==================================================
[2026-08-26T13:49:00Z] Research round 1/3
[2026-08-26T13:49:00Z] Running researcher.
[2026-08-26T13:49:00Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:50:43Z] Response received: 12853 bytes
[2026-08-26T13:50:43Z] Running reviewer.
[2026-08-26T13:50:43Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T13:52:53Z] Response received: 3245 bytes
[2026-08-26T13:52:53Z] Research rejected by reviewer.
[2026-08-26T13:52:53Z] Preparing revision round 2.
[2026-08-26T13:52:58Z] Research round 2/3
[2026-08-26T13:52:58Z] Running revision agent.
[2026-08-26T13:52:58Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=1
[2026-08-26T13:52:59Z] API HTTP status: 401
[2026-08-26T13:52:59Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:53:02Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=2
[2026-08-26T13:53:02Z] API HTTP status: 401
[2026-08-26T13:53:02Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:53:08Z] API: provider=openrouter model=minimax/minimax-m3:free attempt=3
[2026-08-26T13:53:08Z] API HTTP status: 401
[2026-08-26T13:53:08Z] WARNING: Client/API error from openrouter.
[2026-08-26T13:53:08Z] WARNING: API request exhausted all retries.
[2026-08-26T13:53:08Z] WARNING: Revision API failed.
[2026-08-26T13:53:08Z] WARNING: Research round was NOT counted as a valid revision.
[2026-08-26T13:53:36Z] Started run: 20260826T135336Z
[2026-08-26T13:53:36Z] ==================================================
[2026-08-26T13:53:36Z] Researching: research/05-memory/atomics.md
[2026-08-26T13:53:36Z] ==================================================
[2026-08-26T13:53:36Z] Research round 1/3
[2026-08-26T13:53:36Z] Running researcher.
[2026-08-26T13:53:36Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T13:55:19Z] Response received: 11530 bytes
[2026-08-26T13:55:19Z] Running reviewer.
[2026-08-26T13:55:19Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T13:57:10Z] Response received: 3825 bytes
[2026-08-26T13:57:10Z] Research rejected by reviewer.
[2026-08-26T13:57:10Z] Preparing revision round 2.
[2026-08-26T13:57:15Z] Research round 2/3
[2026-08-26T13:57:15Z] Running revision agent.
[2026-08-26T13:57:15Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T13:58:00Z] Response received: 10054 bytes
[2026-08-26T13:58:00Z] Running reviewer.
[2026-08-26T13:58:00Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T14:00:15Z] Response received: 3571 bytes
[2026-08-26T14:00:15Z] Research rejected by reviewer.
[2026-08-26T14:00:15Z] Preparing revision round 3.
[2026-08-26T14:00:20Z] Research round 3/3
[2026-08-26T14:00:20Z] Running revision agent.
[2026-08-26T14:00:20Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T14:01:09Z] Response received: 9606 bytes
[2026-08-26T14:01:09Z] Running reviewer.
[2026-08-26T14:01:09Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T14:03:31Z] Response received: 4773 bytes
[2026-08-26T14:03:31Z] Research rejected by reviewer.
[2026-08-26T14:03:31Z] Maximum research rounds reached.
[2026-08-26T14:03:31Z] Leaving original document unchanged.
[2026-08-26T14:22:28Z] Started run: 20260826T142228Z
[2026-08-26T14:22:28Z] ==================================================
[2026-08-26T14:22:28Z] Researching: research/05-memory/atomics.md
[2026-08-26T14:22:28Z] ==================================================
[2026-08-26T14:22:28Z] Research round 1/3
[2026-08-26T14:22:28Z] Running researcher.
[2026-08-26T14:22:28Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T14:22:28Z] API HTTP status: 401
[2026-08-26T14:22:28Z] WARNING: Client/API error from qwen.
[2026-08-26T14:22:31Z] API: provider=qwen model=qwen3.7-plus attempt=2
[2026-08-26T14:23:22Z] Started run: 20260826T142322Z
[2026-08-26T14:23:22Z] ==================================================
[2026-08-26T14:23:22Z] Researching: research/05-memory/atomics.md
[2026-08-26T14:23:22Z] ==================================================
[2026-08-26T14:23:22Z] Research round 1/3
[2026-08-26T14:23:22Z] Running researcher.
[2026-08-26T14:23:22Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T14:25:10Z] Response received: 11236 bytes
[2026-08-26T14:25:10Z] Running reviewer.
[2026-08-26T14:25:10Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T14:27:26Z] Response received: 3614 bytes
[2026-08-26T14:27:26Z] Research rejected by reviewer.
[2026-08-26T14:27:26Z] Preparing revision round 2.
[2026-08-26T14:27:31Z] Research round 2/3
[2026-08-26T14:27:31Z] Running revision agent.
[2026-08-26T14:27:31Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T14:28:15Z] Response received: 6791 bytes
[2026-08-26T14:28:15Z] Running reviewer.
[2026-08-26T14:28:15Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T14:30:09Z] Response received: 5204 bytes
[2026-08-26T14:30:09Z] Research rejected by reviewer.
[2026-08-26T14:30:09Z] Preparing revision round 3.
[2026-08-26T14:30:14Z] Research round 3/3
[2026-08-26T14:30:14Z] Running revision agent.
[2026-08-26T14:30:14Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T14:31:13Z] Response received: 8341 bytes
[2026-08-26T14:31:13Z] Running reviewer.
[2026-08-26T14:31:13Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T14:33:46Z] Response received: 8531 bytes
[2026-08-26T14:33:46Z] Research rejected by reviewer.
[2026-08-26T14:33:46Z] Maximum research rounds reached.
[2026-08-26T14:33:46Z] Leaving original document unchanged.
[2026-08-26T15:29:14Z] Started run: 20260826T152914Z
[2026-08-26T15:29:14Z] ==================================================
[2026-08-26T15:29:14Z] Researching: research/05-memory/atomics.md
[2026-08-26T15:29:14Z] ==================================================
[2026-08-26T15:29:14Z] Research round 1/3
[2026-08-26T15:29:14Z] Running researcher.
[2026-08-26T15:29:14Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T15:30:49Z] Response received: 11931 bytes
[2026-08-26T15:30:49Z] Running reviewer.
[2026-08-26T15:30:49Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T15:32:59Z] Response received: 4176 bytes
[2026-08-26T15:32:59Z] Research rejected by reviewer.
[2026-08-26T15:32:59Z] Preparing revision round 2.
[2026-08-26T15:33:04Z] Research round 2/3
[2026-08-26T15:33:04Z] Running revision agent.
[2026-08-26T15:33:04Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T15:33:43Z] Response received: 9138 bytes
[2026-08-26T15:33:43Z] Running reviewer.
[2026-08-26T15:33:43Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T15:35:34Z] Response received: 6072 bytes
[2026-08-26T15:35:34Z] Research rejected by reviewer.
[2026-08-26T15:35:34Z] Preparing revision round 3.
[2026-08-26T15:35:39Z] Research round 3/3
[2026-08-26T15:35:39Z] Running revision agent.
[2026-08-26T15:35:39Z] API: provider=qwen model=qwen3.7-flash-2026-07-15 attempt=1
[2026-08-26T15:36:26Z] Response received: 7268 bytes
[2026-08-26T15:36:26Z] Running reviewer.
[2026-08-26T15:36:26Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T15:38:43Z] Response received: 4257 bytes
[2026-08-26T15:38:43Z] Research rejected by reviewer.
[2026-08-26T15:38:43Z] Maximum research rounds reached.
[2026-08-26T15:38:43Z] Leaving original document unchanged.
[2026-08-26T17:45:43Z] Started run: 20260826T174543Z
[2026-08-26T17:45:43Z] ==================================================
[2026-08-26T17:45:43Z] Researching: research/05-memory/atomics.md
[2026-08-26T17:45:43Z] ==================================================
[2026-08-26T17:45:43Z] Research round 1/3
[2026-08-26T17:45:43Z] Running researcher.
[2026-08-26T17:45:43Z] API: provider=qwen model=qwen3.7-plus attempt=1
[2026-08-26T17:47:16Z] Response received: 12236 bytes
[2026-08-26T17:47:16Z] Running reviewer.
[2026-08-26T17:47:16Z] API: provider=qwen model=deepseek-v4-pro attempt=1
[2026-08-26T17:49:44Z] Response received: 4059 bytes
[2026-08-26T17:49:44Z] Research passed review.
[2026-08-26T17:49:45Z] Accepted research document: research/05-memory/atomics.md