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FAIL: Failed Review | 3x

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[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.