{ "observations": [ { "answer_sha256": "faf72d7aca07c320bbfc885ab1a971870d9a5f9de4ab14ce2fb6ea376561fb1a", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 30 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "planning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 7, "finish_reason": "stop", "latency_ms": 139.3711409982643, "prompt_tokens": 30, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Inspect, patch, test." }, { "answer_sha256": "faf72d7aca07c320bbfc885ab1a971870d9a5f9de4ab14ce2fb6ea376561fb1a", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 30 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "planning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 7, "finish_reason": "stop", "latency_ms": 143.74366700212704, "prompt_tokens": 30, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Inspect, patch, test." }, { "answer_sha256": "faf72d7aca07c320bbfc885ab1a971870d9a5f9de4ab14ce2fb6ea376561fb1a", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 30 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "planning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 7, "finish_reason": "stop", "latency_ms": 151.02043099614093, "prompt_tokens": 30, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Inspect, patch, test." }, { "answer_sha256": "73475cb40a568e8da8a045ced110137e159f890ac4da883b6b17dc651b3a8049", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 32 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "reasoning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": true, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 149.02946499933023, "prompt_tokens": 32, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "42" }, { "answer_sha256": "73475cb40a568e8da8a045ced110137e159f890ac4da883b6b17dc651b3a8049", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 32 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "reasoning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": true, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 143.53629499964882, "prompt_tokens": 32, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "42" }, { "answer_sha256": "73475cb40a568e8da8a045ced110137e159f890ac4da883b6b17dc651b3a8049", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 32 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "reasoning", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": true, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 143.5235949975322, "prompt_tokens": 32, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "42" }, { "answer_sha256": "3d9ccad928f884486faa8d30961daa0e9889b58edaea1f27c495b9cb77c91afc", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 34 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "structured-edit", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 15, "finish_reason": "stop", "latency_ms": 189.0061149970279, "prompt_tokens": 34, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "{\"file\":\"app.py\",\"line\":12,\"value\":45}" }, { "answer_sha256": "3d9ccad928f884486faa8d30961daa0e9889b58edaea1f27c495b9cb77c91afc", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 34 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "structured-edit", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 15, "finish_reason": "stop", "latency_ms": 187.95594200491905, "prompt_tokens": 34, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "{\"file\":\"app.py\",\"line\":12,\"value\":45}" }, { "answer_sha256": "3d9ccad928f884486faa8d30961daa0e9889b58edaea1f27c495b9cb77c91afc", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 34 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "structured-edit", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 15, "finish_reason": "stop", "latency_ms": 188.12306299514603, "prompt_tokens": 34, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "{\"file\":\"app.py\",\"line\":12,\"value\":45}" }, { "answer_sha256": "872712af99e3c500b8c22c33642d08d6bb4b9adaa6bcb30f4378345135114a6c", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 228, 254, 280 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "tool-sequence", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "id": "T-17" }, "name": "read_ticket" }, { "arguments": { "path": "src/app.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 228.1777630050783, "prompt_tokens": 228, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 170.26110900042113, "prompt_tokens": 254, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 35, "finish_reason": "stop", "latency_ms": 294.73105799843324, "prompt_tokens": 280, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "I read ticket **T-17**, which pointed to the file `src/app.py`. I then read that file, and it returned the marker `FILE-READY`." }, { "answer_sha256": "3513f6c82701dddcccd3341ada4281b78f6e72f7f176d2156cafbaf654442b51", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 228, 254, 280 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "tool-sequence", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "id": "T-17" }, "name": "read_ticket" }, { "arguments": { "path": "src/app.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 218.97547100525117, "prompt_tokens": 228, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 181.78031000570627, "prompt_tokens": 254, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 32, "finish_reason": "stop", "latency_ms": 332.1204599997145, "prompt_tokens": 280, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Ticket T-17 points to the file `src/app.py`, and I've read it. The file's content is marked as `FILE-READY`." }, { "answer_sha256": "2a4d68cb77c513f4738d26d17959ff837517cfc0b26669be8b385f4a12d258fa", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 228, 254, 280 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "tool-sequence", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "id": "T-17" }, "name": "read_ticket" }, { "arguments": { "path": "src/app.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 223.64638699946227, "prompt_tokens": 228, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 13, "finish_reason": "tool_calls", "latency_ms": 184.25072899844963, "prompt_tokens": 254, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 36, "finish_reason": "stop", "latency_ms": 323.82293000409845, "prompt_tokens": 280, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "I read ticket **T-17**, which pointed to the file `src/app.py`, and then read that file. The file's content is: `FILE-READY`." }, { "answer_sha256": "3abae8f974bf836b057db38c3cb7a4f2123bc732f8aba3b31ffca6dcb7c412ed", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 174, 234 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "parallel-tools", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "path": "a.py" }, "name": "read_file" }, { "arguments": { "path": "b.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 23, "finish_reason": "tool_calls", "latency_ms": 265.15371300047264, "prompt_tokens": 174, "reasoning_chars": 0, "tool_call_count": 2 }, { "completion_tokens": 33, "finish_reason": "stop", "latency_ms": 292.650240000512, "prompt_tokens": 234, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Both files were read successfully:\n\n- **a.py** \u2192 marker: `A-OK`\n- **b.py** \u2192 marker: `B-OK`" }, { "answer_sha256": "3abae8f974bf836b057db38c3cb7a4f2123bc732f8aba3b31ffca6dcb7c412ed", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 174, 234 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "parallel-tools", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "path": "a.py" }, "name": "read_file" }, { "arguments": { "path": "b.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 23, "finish_reason": "tool_calls", "latency_ms": 215.08376800193219, "prompt_tokens": 174, "reasoning_chars": 0, "tool_call_count": 2 }, { "completion_tokens": 33, "finish_reason": "stop", "latency_ms": 286.80399999575457, "prompt_tokens": 234, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Both files were read successfully:\n\n- **a.py** \u2192 marker: `A-OK`\n- **b.py** \u2192 marker: `B-OK`" }, { "answer_sha256": "3abae8f974bf836b057db38c3cb7a4f2123bc732f8aba3b31ffca6dcb7c412ed", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 174, 234 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "parallel-tools", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "path": "a.py" }, "name": "read_file" }, { "arguments": { "path": "b.py" }, "name": "read_file" } ], "turns": [ { "completion_tokens": 23, "finish_reason": "tool_calls", "latency_ms": 217.287444997055, "prompt_tokens": 174, "reasoning_chars": 0, "tool_call_count": 2 }, { "completion_tokens": 33, "finish_reason": "stop", "latency_ms": 290.2653420023853, "prompt_tokens": 234, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Both files were read successfully:\n\n- **a.py** \u2192 marker: `A-OK`\n- **b.py** \u2192 marker: `B-OK`" }, { "answer_sha256": "48299ca6813d6c0783ba59db5a8d4b97198cbe7c6ec6ff120d4d185bd58ff238", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 238, 262, 294 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "dependent-result", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "name": "Ada" }, "name": "lookup_user" }, { "arguments": { "id": "user-73", "state": "active" }, "name": "update_user" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 203.34330599871464, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 202.28995300567476, "prompt_tokens": 262, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 40, "finish_reason": "stop", "latency_ms": 392.8586330002872, "prompt_tokens": 294, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Done! I looked up user **Ada** (found with ID `user-73`) and updated that exact user to **active**. The update was confirmed with status `UPDATED-73`." }, { "answer_sha256": "48299ca6813d6c0783ba59db5a8d4b97198cbe7c6ec6ff120d4d185bd58ff238", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 238, 262, 294 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "dependent-result", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "name": "Ada" }, "name": "lookup_user" }, { "arguments": { "id": "user-73", "state": "active" }, "name": "update_user" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 205.19678300479427, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 179.7172029982903, "prompt_tokens": 262, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 40, "finish_reason": "stop", "latency_ms": 377.6396490065963, "prompt_tokens": 294, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Done! I looked up user **Ada** (found with ID `user-73`) and updated that exact user to **active**. The update was confirmed with status `UPDATED-73`." }, { "answer_sha256": "48299ca6813d6c0783ba59db5a8d4b97198cbe7c6ec6ff120d4d185bd58ff238", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 238, 262, 294 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "dependent-result", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "name": "Ada" }, "name": "lookup_user" }, { "arguments": { "id": "user-73", "state": "active" }, "name": "update_user" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 200.37403499736683, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 181.29259900160832, "prompt_tokens": 262, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 40, "finish_reason": "stop", "latency_ms": 356.37993500131415, "prompt_tokens": 294, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Done! I looked up user **Ada** (found with ID `user-73`) and updated that exact user to **active**. The update was confirmed with status `UPDATED-73`." }, { "answer_sha256": "f252d66597e7f72a4d804577e2d6d2a5fdb520ee675210c07306fec76cfa6396", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 190, 220, 258 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "tool-recovery-error", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "attempt": "1", "id": "B-9" }, "name": "fetch_build" }, { "arguments": { "attempt": "2", "id": "B-9" }, "name": "fetch_build" } ], "turns": [ { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 237.74072700325632, "prompt_tokens": 190, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 202.3688929984928, "prompt_tokens": 220, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 60, "finish_reason": "stop", "latency_ms": 535.0116629997501, "prompt_tokens": 258, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "The first attempt returned a temporary error, so I retried once as requested. The retry succeeded:\n\n- **Build:** B-9\n- **Attempt:** 2\n- **Status:** passed\n- **Marker:** BUILD-OK\n\nThe build is usable \u2014 no further retries needed." }, { "answer_sha256": "536b9e1f1fe7982d976da1e4199999c79a1131987523f801ffc4115e7a447e40", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 190, 220, 258 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "tool-recovery-error", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "attempt": "1", "id": "B-9" }, "name": "fetch_build" }, { "arguments": { "attempt": "2", "id": "B-9" }, "name": "fetch_build" } ], "turns": [ { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 241.1273390025599, "prompt_tokens": 190, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 201.3150790007785, "prompt_tokens": 220, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 48, "finish_reason": "stop", "latency_ms": 368.4608070034301, "prompt_tokens": 258, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Build B-9 fetched successfully on the retry:\n\n- **First attempt:** failed with a temporary error\n- **Retry (attempt 2):** succeeded \u2014 status `passed`, marker `BUILD-OK`\n\nThe build is usable." }, { "answer_sha256": "e422724721f6eba3038fb3cbca35dfc23f85abfc89864bdfb46b828d57700c6f", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 190, 220, 258 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "tool-recovery-error", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "attempt": "1", "id": "B-9" }, "name": "fetch_build" }, { "arguments": { "attempt": "2", "id": "B-9" }, "name": "fetch_build" } ], "turns": [ { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 235.16431699681561, "prompt_tokens": 190, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 19, "finish_reason": "tool_calls", "latency_ms": 207.83590099745197, "prompt_tokens": 220, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 58, "finish_reason": "stop", "latency_ms": 495.3411739988951, "prompt_tokens": 258, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "Build **B-9** fetched successfully on the retry:\n\n- **First attempt:** failed with a temporary error\n- **Retry (attempt 2):** succeeded \u2014 status `passed`, marker `BUILD-OK`\n\nThe build result is usable, so no further retries were needed." }, { "answer_sha256": "405541fed0cd62ec0b63f08e1612cf3fef235b9c012545fb664300abe059a5ef", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 298, 327, 360, 392, 423 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "debug-loop", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "scope": "unit" }, "name": "run_tests" }, { "arguments": { "path": "calc.py" }, "name": "read_file" }, { "arguments": { "edit": "return a + b", "path": "calc.py" }, "name": "apply_edit" }, { "arguments": { "scope": "unit" }, "name": "run_tests" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 211.99492699815892, "prompt_tokens": 298, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 12, "finish_reason": "tool_calls", "latency_ms": 189.60936799703632, "prompt_tokens": 327, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 21, "finish_reason": "tool_calls", "latency_ms": 214.89964699867414, "prompt_tokens": 360, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 178.4944590035593, "prompt_tokens": 392, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 87, "finish_reason": "stop", "latency_ms": 572.5358259951463, "prompt_tokens": 423, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "All done \u2014 here's the summary:\n\n1. **Ran unit tests** \u2192 failed, pointing to `calc.py`\n2. **Inspected the file** \u2192 found `return a - b` (subtraction instead of addition)\n3. **Applied the one-line fix** \u2192 changed it to `return a + b`\n4. **Reran unit tests** \u2192 \u2705 passed (`TESTS-PASS`)" }, { "answer_sha256": "405541fed0cd62ec0b63f08e1612cf3fef235b9c012545fb664300abe059a5ef", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 298, 327, 360, 392, 423 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "debug-loop", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "scope": "unit" }, "name": "run_tests" }, { "arguments": { "path": "calc.py" }, "name": "read_file" }, { "arguments": { "edit": "return a + b", "path": "calc.py" }, "name": "apply_edit" }, { "arguments": { "scope": "unit" }, "name": "run_tests" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 207.83712199772708, "prompt_tokens": 298, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 12, "finish_reason": "tool_calls", "latency_ms": 182.61710300430423, "prompt_tokens": 327, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 21, "finish_reason": "tool_calls", "latency_ms": 212.9525400014245, "prompt_tokens": 360, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 175.7447990021319, "prompt_tokens": 392, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 87, "finish_reason": "stop", "latency_ms": 614.5576039998559, "prompt_tokens": 423, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "All done \u2014 here's the summary:\n\n1. **Ran unit tests** \u2192 failed, pointing to `calc.py`\n2. **Inspected the file** \u2192 found `return a - b` (subtraction instead of addition)\n3. **Applied the one-line fix** \u2192 changed it to `return a + b`\n4. **Reran unit tests** \u2192 \u2705 passed (`TESTS-PASS`)" }, { "answer_sha256": "405541fed0cd62ec0b63f08e1612cf3fef235b9c012545fb664300abe059a5ef", "failure": null, "failure_class": null, "full_history": [], "history_prompt_tokens": [ 298, 327, 360, 392, 423 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "debug-loop", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [ { "arguments": { "scope": "unit" }, "name": "run_tests" }, { "arguments": { "path": "calc.py" }, "name": "read_file" }, { "arguments": { "edit": "return a + b", "path": "calc.py" }, "name": "apply_edit" }, { "arguments": { "scope": "unit" }, "name": "run_tests" } ], "turns": [ { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 207.7086520002922, "prompt_tokens": 298, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 12, "finish_reason": "tool_calls", "latency_ms": 183.8994770005229, "prompt_tokens": 327, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 21, "finish_reason": "tool_calls", "latency_ms": 213.67153200117173, "prompt_tokens": 360, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 11, "finish_reason": "tool_calls", "latency_ms": 178.11249700025655, "prompt_tokens": 392, "reasoning_chars": 0, "tool_call_count": 1 }, { "completion_tokens": 87, "finish_reason": "stop", "latency_ms": 614.7500540027977, "prompt_tokens": 423, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "All done \u2014 here's the summary:\n\n1. **Ran unit tests** \u2192 failed, pointing to `calc.py`\n2. **Inspected the file** \u2192 found `return a - b` (subtraction instead of addition)\n3. **Applied the one-line fix** \u2192 changed it to `return a + b`\n4. **Reran unit tests** \u2192 \u2705 passed (`TESTS-PASS`)" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Remember private session code SESSION-8841.", "role": "user" }, { "content": "Turn 0: remember neutral note 0.", "role": "user" }, { "content": "noted 0", "role": "assistant" }, { "content": "Turn 1: remember neutral note 1.", "role": "user" }, { "content": "noted 1", "role": "assistant" }, { "content": "Turn 2: remember neutral note 2.", "role": "user" }, { "content": "noted 2", "role": "assistant" }, { "content": "Turn 3: remember neutral note 3.", "role": "user" }, { "content": "noted 3", "role": "assistant" }, { "content": "Turn 4: remember neutral note 4.", "role": "user" }, { "content": "noted 4", "role": "assistant" }, { "content": "Turn 5: remember neutral note 5.", "role": "user" }, { "content": "noted 5", "role": "assistant" }, { "content": "Turn 6: remember neutral note 6.", "role": "user" }, { "content": "noted 6", "role": "assistant" }, { "content": "Turn 7: remember neutral note 7.", "role": "user" }, { "content": "noted 7", "role": "assistant" }, { "content": "Turn 8: remember neutral note 8.", "role": "user" }, { "content": "noted 8", "role": "assistant" }, { "content": "Turn 9: remember neutral note 9.", "role": "user" }, { "content": "noted 9", "role": "assistant" }, { "content": "Turn 10: remember neutral note 10.", "role": "user" }, { "content": "noted 10", "role": "assistant" }, { "content": "Return only the private session code.", "role": "user" } ], "history_prompt_tokens": [ 229 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "context-recovery", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 175.74266900192015, "prompt_tokens": 229, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Remember private session code SESSION-8841.", "role": "user" }, { "content": "Turn 0: remember neutral note 0.", "role": "user" }, { "content": "noted 0", "role": "assistant" }, { "content": "Turn 1: remember neutral note 1.", "role": "user" }, { "content": "noted 1", "role": "assistant" }, { "content": "Turn 2: remember neutral note 2.", "role": "user" }, { "content": "noted 2", "role": "assistant" }, { "content": "Turn 3: remember neutral note 3.", "role": "user" }, { "content": "noted 3", "role": "assistant" }, { "content": "Turn 4: remember neutral note 4.", "role": "user" }, { "content": "noted 4", "role": "assistant" }, { "content": "Turn 5: remember neutral note 5.", "role": "user" }, { "content": "noted 5", "role": "assistant" }, { "content": "Turn 6: remember neutral note 6.", "role": "user" }, { "content": "noted 6", "role": "assistant" }, { "content": "Turn 7: remember neutral note 7.", "role": "user" }, { "content": "noted 7", "role": "assistant" }, { "content": "Turn 8: remember neutral note 8.", "role": "user" }, { "content": "noted 8", "role": "assistant" }, { "content": "Turn 9: remember neutral note 9.", "role": "user" }, { "content": "noted 9", "role": "assistant" }, { "content": "Turn 10: remember neutral note 10.", "role": "user" }, { "content": "noted 10", "role": "assistant" }, { "content": "Return only the private session code.", "role": "user" } ], "history_prompt_tokens": [ 229 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "context-recovery", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 148.18143199954648, "prompt_tokens": 229, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Remember private session code SESSION-8841.", "role": "user" }, { "content": "Turn 0: remember neutral note 0.", "role": "user" }, { "content": "noted 0", "role": "assistant" }, { "content": "Turn 1: remember neutral note 1.", "role": "user" }, { "content": "noted 1", "role": "assistant" }, { "content": "Turn 2: remember neutral note 2.", "role": "user" }, { "content": "noted 2", "role": "assistant" }, { "content": "Turn 3: remember neutral note 3.", "role": "user" }, { "content": "noted 3", "role": "assistant" }, { "content": "Turn 4: remember neutral note 4.", "role": "user" }, { "content": "noted 4", "role": "assistant" }, { "content": "Turn 5: remember neutral note 5.", "role": "user" }, { "content": "noted 5", "role": "assistant" }, { "content": "Turn 6: remember neutral note 6.", "role": "user" }, { "content": "noted 6", "role": "assistant" }, { "content": "Turn 7: remember neutral note 7.", "role": "user" }, { "content": "noted 7", "role": "assistant" }, { "content": "Turn 8: remember neutral note 8.", "role": "user" }, { "content": "noted 8", "role": "assistant" }, { "content": "Turn 9: remember neutral note 9.", "role": "user" }, { "content": "noted 9", "role": "assistant" }, { "content": "Turn 10: remember neutral note 10.", "role": "user" }, { "content": "noted 10", "role": "assistant" }, { "content": "Return only the private session code.", "role": "user" } ], "history_prompt_tokens": [ 229 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "context-recovery", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 145.43756199418567, "prompt_tokens": 229, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Record session marker SESSION-8841 for this conversation. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 0: record neutral note 0. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 1: record neutral note 1. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 2: record neutral note 2. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 3: record neutral note 3. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 4: record neutral note 4. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 5: record neutral note 5. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 6: record neutral note 6. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 7: record neutral note 7. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 8: record neutral note 8. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 9: record neutral note 9. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 10: record neutral note 10. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Return only the session marker.", "role": "user" } ], "history_prompt_tokens": [ 29, 48, 67, 86, 105, 124, 143, 162, 181, 200, 219, 238, 249 ], "passed": true, "reasoning_present": false, "repetition": 0, "scenario_id": "long-session", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 144.8180399966077, "prompt_tokens": 29, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 160.34595399833051, "prompt_tokens": 48, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 162.37369200098328, "prompt_tokens": 67, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 143.19945400347933, "prompt_tokens": 86, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 142.14261999586597, "prompt_tokens": 105, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 150.73501100414433, "prompt_tokens": 124, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 151.79659500427078, "prompt_tokens": 143, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 142.3713310068706, "prompt_tokens": 162, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 150.20988800097257, "prompt_tokens": 181, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 156.65167100087274, "prompt_tokens": 200, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 147.30778900411678, "prompt_tokens": 219, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 147.21018799900776, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 150.9192509984132, "prompt_tokens": 249, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Record session marker SESSION-8841 for this conversation. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 0: record neutral note 0. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 1: record neutral note 1. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 2: record neutral note 2. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 3: record neutral note 3. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 4: record neutral note 4. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 5: record neutral note 5. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 6: record neutral note 6. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 7: record neutral note 7. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 8: record neutral note 8. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 9: record neutral note 9. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 10: record neutral note 10. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Return only the session marker.", "role": "user" } ], "history_prompt_tokens": [ 29, 48, 67, 86, 105, 124, 143, 162, 181, 200, 219, 238, 249 ], "passed": true, "reasoning_present": false, "repetition": 1, "scenario_id": "long-session", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 145.44097199541284, "prompt_tokens": 29, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 142.07519999763463, "prompt_tokens": 48, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 156.06978900177637, "prompt_tokens": 67, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 141.04765700176358, "prompt_tokens": 86, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 144.88693999737734, "prompt_tokens": 105, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 151.79028500278946, "prompt_tokens": 124, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 160.1337039974169, "prompt_tokens": 143, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 152.22751600231277, "prompt_tokens": 162, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 154.64544499991462, "prompt_tokens": 181, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 156.27764999953797, "prompt_tokens": 200, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 149.479017003614, "prompt_tokens": 219, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 152.22973599884426, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 150.17090900073526, "prompt_tokens": 249, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" }, { "answer_sha256": "a1e72877adeaf6458d482d73c9450121bdf471507f9199e4b5a9af94b9f42929", "failure": null, "failure_class": null, "full_history": [ { "content": "Record session marker SESSION-8841 for this conversation. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 0: record neutral note 0. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 1: record neutral note 1. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 2: record neutral note 2. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 3: record neutral note 3. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 4: record neutral note 4. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 5: record neutral note 5. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 6: record neutral note 6. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 7: record neutral note 7. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 8: record neutral note 8. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 9: record neutral note 9. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Turn 10: record neutral note 10. Reply only ACK.", "role": "user" }, { "content": "ACK", "role": "assistant" }, { "content": "Return only the session marker.", "role": "user" } ], "history_prompt_tokens": [ 29, 48, 67, 86, 105, 124, 143, 162, 181, 200, 219, 238, 249 ], "passed": true, "reasoning_present": false, "repetition": 2, "scenario_id": "long-session", "schema": "anvil-serving.agentic-observation/v1", "stages": { "final_answer": { "passed": true }, "history": { "passed": true }, "protocol": { "passed": true }, "reasoning": { "applicable": false, "passed": true }, "recovery": { "passed": true }, "result_incorporation": { "passed": true } }, "tool_calls": [], "turns": [ { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 148.95499400154222, "prompt_tokens": 29, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 141.59605899476446, "prompt_tokens": 48, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 146.20303500123555, "prompt_tokens": 67, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 135.5212569978903, "prompt_tokens": 86, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 139.7300019962131, "prompt_tokens": 105, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 151.01224100362742, "prompt_tokens": 124, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 148.01135099696694, "prompt_tokens": 143, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 143.99800699902698, "prompt_tokens": 162, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 139.2768400037312, "prompt_tokens": 181, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 144.93519000097876, "prompt_tokens": 200, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 141.0376069979975, "prompt_tokens": 219, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 2, "finish_reason": "stop", "latency_ms": 142.23518099606736, "prompt_tokens": 238, "reasoning_chars": 0, "tool_call_count": 0 }, { "completion_tokens": 6, "finish_reason": "stop", "latency_ms": 153.61002099962207, "prompt_tokens": 249, "reasoning_chars": 0, "tool_call_count": 0 } ], "visible_answer": "SESSION-8841" } ], "passed": true, "request_controls": { "chat_template_kwargs": { "enable_thinking": false }, "reasoning_effort": null, "thinking_mode": "disabled" }, "request_ids": [], "schema": "anvil-serving.agentic-suite-run/v1", "summary": { "attempted": 30, "pass_rate": 1.0, "passed": 30, "required_pass_rate": 0.7 } }