| {"episode_id": "netbox/qa-01-get_dcim_sites_by_id-jpl3vq9y", "record": {"instance_id": "netbox/qa-01-get_dcim_sites_by_id-jpl3vq9y", "task_id": "netbox/qa-01-get_dcim_sites_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:51 UTC", "completed_at_utc": "2026-10-20 05:52 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim sites with id 1 and report its `region.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Lantern Coast", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 12143, "output_tokens": 64, "seconds": 1.9, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states region.name", "needles": ["Lantern Coast"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim sites with id 1 and report its `region.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_a5e34761-3bf0-4284-925a-9541ab95dc28", "type": "function", "function": {"name": "get_dcim_sites_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get site with id 1. Use get_dcim_sites_by_id id=1. Then extract region.name. Let's call.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_a5e34761-3bf0-4284-925a-9541ab95dc28", "name": "get_dcim_sites_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"region\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/regions/1/\",\"display\":\"Lantern Coast\",\"name\":\"Lantern Coast\",\"slug\":\"lantern-coast\",\"description\":\"Coastal sites strung along the invented lantern shoreline\",\"site_count\":0,\"_depth\":0},\"group\":null,\"tenant\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/tenants/1/\",\"display\":\"Granite Ledger Cooperative\",\"name\":\"Granite Ledger Cooperative\",\"slug\":\"granite-ledger-cooperative\",\"description\":\"Quarry accounting collective renting the north cage\"},\"facility\":\"Lamp Room LR-7\",\"time_zone\":null,\"description\":\"Primary exchange inside the old lamp house\",\"physical_address\":\"12 Beacon Stair, Granite Point\",\"shipping_address\":\"\",\"latitude\":null,\"longitude\":null,\"owner\":null,\"comments\":\"Generator test every Tuesday at 06:15; the lamp telemetry ring terminates here.\",\"asns\":[],\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:52.589542Z\",\"last_updated\":\"2026-10-20T05:46:52.589556Z\",\"circuit_count\":0,\"device_count\":4,\"prefix_count\":1,\"rack_count\":2,\"virtualmachine_count\":0,\"vlan_count\":1},\"replay\":{\"record_ordinal\":14,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/sites/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Lantern Coast", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 57, "prompt_tokens": 5807, "total_tokens": 5864, "completion_tokens_details": {"reasoning_tokens": 30}, "queue_time": 0.140241281, "prompt_time": 0.282614378, "completion_time": 0.118896126, "total_time": 0.401510504}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 7, "prompt_tokens": 6336, "total_tokens": 6343, "queue_time": 0.086703893, "prompt_time": 0.275637903, "completion_time": 0.014854669, "total_time": 0.290492572}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 12143, "output_tokens": 64}, "end_reason": "answered", "errors": [], "seconds": 1.9}}]} | |
| {"episode_id": "netbox/qa-01-get_dcim_sites_by_id-rcbpa3cb", "record": {"instance_id": "netbox/qa-01-get_dcim_sites_by_id-rcbpa3cb", "task_id": "netbox/qa-01-get_dcim_sites_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:54 UTC", "completed_at_utc": "2026-10-20 05:55 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim sites with id 1 and report its `region.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Lantern Coast", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15263, "output_tokens": 60, "seconds": 10.7, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states region.name", "needles": ["Lantern Coast"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim sites with id 1 and report its `region.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163152847180133087", "type": "function", "function": {"name": "get_dcim_sites_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the dcim site with id 1 and report its `region.name`. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163152847180133087", "name": "get_dcim_sites_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"region\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/regions/1/\",\"display\":\"Lantern Coast\",\"name\":\"Lantern Coast\",\"slug\":\"lantern-coast\",\"description\":\"Coastal sites strung along the invented lantern shoreline\",\"site_count\":0,\"_depth\":0},\"group\":null,\"tenant\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/tenants/1/\",\"display\":\"Granite Ledger Cooperative\",\"name\":\"Granite Ledger Cooperative\",\"slug\":\"granite-ledger-cooperative\",\"description\":\"Quarry accounting collective renting the north cage\"},\"facility\":\"Lamp Room LR-7\",\"time_zone\":null,\"description\":\"Primary exchange inside the old lamp house\",\"physical_address\":\"12 Beacon Stair, Granite Point\",\"shipping_address\":\"\",\"latitude\":null,\"longitude\":null,\"owner\":null,\"comments\":\"Generator test every Tuesday at 06:15; the lamp telemetry ring terminates here.\",\"asns\":[],\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:52.589542Z\",\"last_updated\":\"2026-10-20T05:46:52.589556Z\",\"circuit_count\":0,\"device_count\":4,\"prefix_count\":1,\"rack_count\":2,\"virtualmachine_count\":0,\"vlan_count\":1},\"replay\":{\"record_ordinal\":14,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/sites/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Lantern Coast", "reasoning": "The region.name is \"Lantern Coast\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 44, "prompt_tokens": 7368, "total_tokens": 7412, "completion_tokens_details": {"reasoning_tokens": 28}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 16, "prompt_tokens": 7895, "total_tokens": 7911, "completion_tokens_details": {"reasoning_tokens": 10}, "prompt_tokens_details": {"cached_tokens": 0}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15263, "output_tokens": 60}, "end_reason": "answered", "errors": [], "seconds": 10.7}}]} | |
| {"episode_id": "netbox/qa-02-get_circuits_providers_by_id-t7r48jnm", "record": {"instance_id": "netbox/qa-02-get_circuits_providers_by_id-t7r48jnm", "task_id": "netbox/qa-02-get_circuits_providers_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:51 UTC", "completed_at_utc": "2026-10-20 05:52 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the circuits providers with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Invented coastal carrier that lays seabed fiber", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11922, "output_tokens": 71, "seconds": 1.9, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Invented coastal carrier that lays seabed fiber"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the circuits providers with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_e4f64c3b-0875-4f21-82f6-ae61610028ca", "type": "function", "function": {"name": "get_circuits_providers_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get provider with id 1. Use get_circuits_providers_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_e4f64c3b-0875-4f21-82f6-ae61610028ca", "name": "get_circuits_providers_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/circuits/providers/1/\",\"display_url\":\"http://127.0.0.1:3503/circuits/providers/1/\",\"display\":\"Kelpline Transit\",\"name\":\"Kelpline Transit\",\"slug\":\"kelpline-transit\",\"accounts\":[],\"description\":\"Invented coastal carrier that lays seabed fiber\",\"owner\":null,\"comments\":\"Escalation desk answers on channel 16 after dusk.\",\"asns\":[],\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:58.359315Z\",\"last_updated\":\"2026-10-20T05:46:58.359328Z\",\"circuit_count\":2},\"replay\":{\"record_ordinal\":81,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/circuits/providers/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Invented coastal carrier that lays seabed fiber", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 58, "prompt_tokens": 5805, "total_tokens": 5863, "completion_tokens_details": {"reasoning_tokens": 25}, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.085835033, "prompt_time": 0.016574278, "completion_time": 0.12173626, "total_time": 0.138310538}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 13, "prompt_tokens": 6117, "total_tokens": 6130, "queue_time": 0.140216607, "prompt_time": 0.243142057, "completion_time": 0.027016223, "total_time": 0.27015828}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11922, "output_tokens": 71}, "end_reason": "answered", "errors": [], "seconds": 1.9}}]} | |
| {"episode_id": "netbox/qa-02-get_circuits_providers_by_id-ove2kj7c", "record": {"instance_id": "netbox/qa-02-get_circuits_providers_by_id-ove2kj7c", "task_id": "netbox/qa-02-get_circuits_providers_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:54 UTC", "completed_at_utc": "2026-10-20 05:55 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the circuits providers with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Invented coastal carrier that lays seabed fiber", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15042, "output_tokens": 68, "seconds": 11.0, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Invented coastal carrier that lays seabed fiber"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the circuits providers with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163150854315302977", "type": "function", "function": {"name": "get_circuits_providers_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the circuit provider with id 1 and report its description. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163150854315302977", "name": "get_circuits_providers_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/circuits/providers/1/\",\"display_url\":\"http://127.0.0.1:3503/circuits/providers/1/\",\"display\":\"Kelpline Transit\",\"name\":\"Kelpline Transit\",\"slug\":\"kelpline-transit\",\"accounts\":[],\"description\":\"Invented coastal carrier that lays seabed fiber\",\"owner\":null,\"comments\":\"Escalation desk answers on channel 16 after dusk.\",\"asns\":[],\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:58.359315Z\",\"last_updated\":\"2026-10-20T05:46:58.359328Z\",\"circuit_count\":2},\"replay\":{\"record_ordinal\":81,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/circuits/providers/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Invented coastal carrier that lays seabed fiber", "reasoning": "The description is \"Invented coastal carrier that lays seabed fiber\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 43, "prompt_tokens": 7366, "total_tokens": 7409, "completion_tokens_details": {"reasoning_tokens": 25}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 25, "prompt_tokens": 7676, "total_tokens": 7701, "completion_tokens_details": {"reasoning_tokens": 14}, "prompt_tokens_details": {"cached_tokens": 7360}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15042, "output_tokens": 68}, "end_reason": "answered", "errors": [], "seconds": 11.0}}]} | |
| {"episode_id": "netbox/qa-03-get_ipam_prefixes_by_id-ptqdn6o0", "record": {"instance_id": "netbox/qa-03-get_ipam_prefixes_by_id-ptqdn6o0", "task_id": "netbox/qa-03-get_ipam_prefixes_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:51 UTC", "completed_at_utc": "2026-10-20 05:52 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the ipam prefixes with id 1 and report its `vrf.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Ledger Vault", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 12161, "output_tokens": 106, "seconds": 1.9, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states vrf.name", "needles": ["Ledger Vault"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the ipam prefixes with id 1 and report its `vrf.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_15bd47a7-5724-4618-94c0-51cc3658a38b", "type": "function", "function": {"name": "get_ipam_prefixes_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get ipam prefixes with id 1 and then retrieve its vrf.name. Steps: call get_ipam_prefixes_by_id with id \"1\". Then examine returned data; it likely includes a vrf field which may be object with id, url, name etc. Then output vrf.name.\n\nLet's call.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_15bd47a7-5724-4618-94c0-51cc3658a38b", "name": "get_ipam_prefixes_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/prefixes/1/\",\"display_url\":\"http://127.0.0.1:3503/ipam/prefixes/1/\",\"display\":\"10.71.0.0/24\",\"family\":{\"value\":4,\"label\":\"IPv4\"},\"prefix\":\"10.71.0.0/24\",\"vrf\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vrfs/1/\",\"display\":\"Ledger Vault (65010:101)\",\"name\":\"Ledger Vault\",\"rd\":\"65010:101\",\"description\":\"Routing table for the Granite Ledger systems\"},\"scope_type\":\"dcim.site\",\"scope_id\":1,\"scope\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"tenant\":null,\"vlan\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vlans/1/\",\"display\":\"Lamp Telemetry (110)\",\"vid\":110,\"name\":\"Lamp Telemetry\",\"description\":\"Carries beacon and generator telemetry\"},\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"role\":null,\"is_pool\":false,\"mark_utilized\":false,\"description\":\"Lamp telemetry subnet for the lamp house ring\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:57.614849Z\",\"last_updated\":\"2026-10-20T05:46:57.614862Z\",\"children\":0,\"_depth\":0},\"replay\":{\"record_ordinal\":70,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/ipam/prefixes/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Ledger Vault", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 100, "prompt_tokens": 5808, "total_tokens": 5908, "completion_tokens_details": {"reasoning_tokens": 68}, "queue_time": 0.088652993, "prompt_time": 0.336771857, "completion_time": 0.212528347, "total_time": 0.549300204}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 6, "prompt_tokens": 6353, "total_tokens": 6359, "queue_time": 0.086676556, "prompt_time": 0.279186067, "completion_time": 0.012527089, "total_time": 0.291713156}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 12161, "output_tokens": 106}, "end_reason": "answered", "errors": [], "seconds": 1.9}}]} | |
| {"episode_id": "netbox/qa-03-get_ipam_prefixes_by_id-6szhcy29", "record": {"instance_id": "netbox/qa-03-get_ipam_prefixes_by_id-6szhcy29", "task_id": "netbox/qa-03-get_ipam_prefixes_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:54 UTC", "completed_at_utc": "2026-10-20 05:55 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the ipam prefixes with id 1 and report its `vrf.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Ledger Vault", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15279, "output_tokens": 66, "seconds": 10.9, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states vrf.name", "needles": ["Ledger Vault"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the ipam prefixes with id 1 and report its `vrf.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163153774893064546", "type": "function", "function": {"name": "get_ipam_prefixes_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the ipam prefix with id 1 and report its `vrf.name`. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163153774893064546", "name": "get_ipam_prefixes_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/prefixes/1/\",\"display_url\":\"http://127.0.0.1:3503/ipam/prefixes/1/\",\"display\":\"10.71.0.0/24\",\"family\":{\"value\":4,\"label\":\"IPv4\"},\"prefix\":\"10.71.0.0/24\",\"vrf\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vrfs/1/\",\"display\":\"Ledger Vault (65010:101)\",\"name\":\"Ledger Vault\",\"rd\":\"65010:101\",\"description\":\"Routing table for the Granite Ledger systems\"},\"scope_type\":\"dcim.site\",\"scope_id\":1,\"scope\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"tenant\":null,\"vlan\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vlans/1/\",\"display\":\"Lamp Telemetry (110)\",\"vid\":110,\"name\":\"Lamp Telemetry\",\"description\":\"Carries beacon and generator telemetry\"},\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"role\":null,\"is_pool\":false,\"mark_utilized\":false,\"description\":\"Lamp telemetry subnet for the lamp house ring\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:57.614849Z\",\"last_updated\":\"2026-10-20T05:46:57.614862Z\",\"children\":0,\"_depth\":0},\"replay\":{\"record_ordinal\":70,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/ipam/prefixes/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Ledger Vault", "reasoning": "The vrf.name for prefix id 1 is \"Ledger Vault\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 46, "prompt_tokens": 7369, "total_tokens": 7415, "completion_tokens_details": {"reasoning_tokens": 29}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 20, "prompt_tokens": 7910, "total_tokens": 7930, "completion_tokens_details": {"reasoning_tokens": 15}, "prompt_tokens_details": {"cached_tokens": 7360}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15279, "output_tokens": 66}, "end_reason": "answered", "errors": [], "seconds": 10.9}}]} | |
| {"episode_id": "netbox/qa-04-get_dcim_regions_by_id-h3p37hnx", "record": {"instance_id": "netbox/qa-04-get_dcim_regions_by_id-h3p37hnx", "task_id": "netbox/qa-04-get_dcim_regions_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:51 UTC", "completed_at_utc": "2026-10-20 05:52 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim regions with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Coastal sites strung along the invented lantern shoreline", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11918, "output_tokens": 68, "seconds": 1.8, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Coastal sites strung along the invented lantern shoreline"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim regions with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_48bdc04f-9dc7-416f-bf62-3f2969250ee5", "type": "function", "function": {"name": "get_dcim_regions_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get region id 1 description. Use get_dcim_regions_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_48bdc04f-9dc7-416f-bf62-3f2969250ee5", "name": "get_dcim_regions_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/regions/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/regions/1/\",\"display\":\"Lantern Coast\",\"name\":\"Lantern Coast\",\"slug\":\"lantern-coast\",\"parent\":null,\"description\":\"Coastal sites strung along the invented lantern shoreline\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:52.183859Z\",\"last_updated\":\"2026-10-20T05:46:52.183872Z\",\"site_count\":3,\"prefix_count\":3,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":11,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/regions/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Coastal sites strung along the invented lantern shoreline", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 54, "prompt_tokens": 5806, "total_tokens": 5860, "completion_tokens_details": {"reasoning_tokens": 23}, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.08686444, "prompt_time": 0.013000949, "completion_time": 0.185131792, "total_time": 0.198132741}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 14, "prompt_tokens": 6112, "total_tokens": 6126, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.140647674, "prompt_time": 0.412430791, "completion_time": 0.029180732, "total_time": 0.441611523}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11918, "output_tokens": 68}, "end_reason": "answered", "errors": [], "seconds": 1.8}}]} | |
| {"episode_id": "netbox/qa-04-get_dcim_regions_by_id-98n59vy1", "record": {"instance_id": "netbox/qa-04-get_dcim_regions_by_id-98n59vy1", "task_id": "netbox/qa-04-get_dcim_regions_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:54 UTC", "completed_at_utc": "2026-10-20 05:55 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim regions with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Coastal sites strung along the invented lantern shoreline", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15039, "output_tokens": 74, "seconds": 11.1, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Coastal sites strung along the invented lantern shoreline"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim regions with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163145803433770505", "type": "function", "function": {"name": "get_dcim_regions_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up dcim region with id 1 and report its description. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163145803433770505", "name": "get_dcim_regions_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/regions/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/regions/1/\",\"display\":\"Lantern Coast\",\"name\":\"Lantern Coast\",\"slug\":\"lantern-coast\",\"parent\":null,\"description\":\"Coastal sites strung along the invented lantern shoreline\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:52.183859Z\",\"last_updated\":\"2026-10-20T05:46:52.183872Z\",\"site_count\":3,\"prefix_count\":3,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":11,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/regions/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Coastal sites strung along the invented lantern shoreline", "reasoning": "The description of region 1 is \"Coastal sites strung along the invented lantern shoreline\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 41, "prompt_tokens": 7367, "total_tokens": 7408, "completion_tokens_details": {"reasoning_tokens": 25}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 33, "prompt_tokens": 7672, "total_tokens": 7705, "completion_tokens_details": {"reasoning_tokens": 20}, "prompt_tokens_details": {"cached_tokens": 7360}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15039, "output_tokens": 74}, "end_reason": "answered", "errors": [], "seconds": 11.1}}]} | |
| {"episode_id": "netbox/qa-05-get_tenancy_contacts_by_id-gzp4da3t", "record": {"instance_id": "netbox/qa-05-get_tenancy_contacts_by_id-gzp4da3t", "task_id": "netbox/qa-05-get_tenancy_contacts_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:52 UTC", "completed_at_utc": "2026-10-20 05:53 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the tenancy contacts with id 1 and report its `title`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Tide Table Keeper", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11922, "output_tokens": 73, "seconds": 1.9, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states title", "needles": ["Tide Table Keeper"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the tenancy contacts with id 1 and report its `title`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_142d9a6f-126a-41c1-b45e-58b76dd80514", "type": "function", "function": {"name": "get_tenancy_contacts_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get tenancy contacts with id 1 and report its title field. Use get_tenancy_contacts_by_id with id \"1\". Let's call.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_142d9a6f-126a-41c1-b45e-58b76dd80514", "name": "get_tenancy_contacts_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/contacts/1/\",\"display_url\":\"http://127.0.0.1:3503/tenancy/contacts/1/\",\"display\":\"Ada Finch\",\"groups\":[],\"name\":\"Ada Finch\",\"title\":\"Tide Table Keeper\",\"phone\":\"+1-555-0141\",\"email\":\"ada.finch@example.test\",\"address\":\"\",\"link\":\"\",\"description\":\"Keeps the lamp telemetry rota for the winter season\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:51.844648Z\",\"last_updated\":\"2026-10-20T05:46:51.844662Z\"},\"replay\":{\"record_ordinal\":6,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/tenancy/contacts/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Tide Table Keeper", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 65, "prompt_tokens": 5805, "total_tokens": 5870, "completion_tokens_details": {"reasoning_tokens": 33}, "queue_time": 0.086467118, "prompt_time": 0.239393628, "completion_time": 0.13522925, "total_time": 0.374622878}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 8, "prompt_tokens": 6117, "total_tokens": 6125, "queue_time": 0.086771507, "prompt_time": 0.265440011, "completion_time": 0.016823417, "total_time": 0.282263428}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11922, "output_tokens": 73}, "end_reason": "answered", "errors": [], "seconds": 1.9}}]} | |
| {"episode_id": "netbox/qa-05-get_tenancy_contacts_by_id-ocumrabw", "record": {"instance_id": "netbox/qa-05-get_tenancy_contacts_by_id-ocumrabw", "task_id": "netbox/qa-05-get_tenancy_contacts_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:55 UTC", "completed_at_utc": "2026-10-20 05:56 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the tenancy contacts with id 1 and report its `title`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Tide Table Keeper", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15047, "output_tokens": 42, "seconds": 9.6, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states title", "needles": ["Tide Table Keeper"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the tenancy contacts with id 1 and report its `title`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163153637454111024", "type": "function", "function": {"name": "get_tenancy_contacts_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants the title of tenancy contact with id 1. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163153637454111024", "name": "get_tenancy_contacts_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/contacts/1/\",\"display_url\":\"http://127.0.0.1:3503/tenancy/contacts/1/\",\"display\":\"Ada Finch\",\"groups\":[],\"name\":\"Ada Finch\",\"title\":\"Tide Table Keeper\",\"phone\":\"+1-555-0141\",\"email\":\"ada.finch@example.test\",\"address\":\"\",\"link\":\"\",\"description\":\"Keeps the lamp telemetry rota for the winter season\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:51.844648Z\",\"last_updated\":\"2026-10-20T05:46:51.844662Z\"},\"replay\":{\"record_ordinal\":6,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/tenancy/contacts/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Tide Table Keeper", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 36, "prompt_tokens": 7367, "total_tokens": 7403, "completion_tokens_details": {"reasoning_tokens": 20}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 6, "prompt_tokens": 7680, "total_tokens": 7686, "completion_tokens_details": {"reasoning_tokens": 0}, "prompt_tokens_details": {"cached_tokens": 7296}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15047, "output_tokens": 42}, "end_reason": "answered", "errors": [], "seconds": 9.6}}]} | |
| {"episode_id": "netbox/qa-06-get_dcim_locations_by_id-n2w3zaxd", "record": {"instance_id": "netbox/qa-06-get_dcim_locations_by_id-n2w3zaxd", "task_id": "netbox/qa-06-get_dcim_locations_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:52 UTC", "completed_at_utc": "2026-10-20 05:53 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim locations with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "North Cage", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 12001, "output_tokens": 55, "seconds": 1.8, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states name", "needles": ["North Cage"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim locations with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_5adc7274-cabb-4fbf-b919-a0fe7903defb", "type": "function", "function": {"name": "get_dcim_locations_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get location id 1. Use get_dcim_locations_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_5adc7274-cabb-4fbf-b919-a0fe7903defb", "name": "get_dcim_locations_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/locations/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/locations/1/\",\"display\":\"North Cage\",\"name\":\"North Cage\",\"slug\":\"north-cage\",\"site\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"parent\":null,\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"tenant\":null,\"facility\":\"\",\"description\":\"Caged row reserved for the Granite Ledger racks\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:53.125914Z\",\"last_updated\":\"2026-10-20T05:46:53.125926Z\",\"rack_count\":2,\"device_count\":4,\"prefix_count\":0,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":19,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/locations/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "North Cage", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 49, "prompt_tokens": 5806, "total_tokens": 5855, "completion_tokens_details": {"reasoning_tokens": 22}, "queue_time": 0.244006597, "prompt_time": 0.257122464, "completion_time": 0.101441759, "total_time": 0.358564223}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 6, "prompt_tokens": 6195, "total_tokens": 6201, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.086937214, "prompt_time": 0.033421852, "completion_time": 0.012742829, "total_time": 0.046164681}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 12001, "output_tokens": 55}, "end_reason": "answered", "errors": [], "seconds": 1.8}}]} | |
| {"episode_id": "netbox/qa-06-get_dcim_locations_by_id-zc8ljgy7", "record": {"instance_id": "netbox/qa-06-get_dcim_locations_by_id-zc8ljgy7", "task_id": "netbox/qa-06-get_dcim_locations_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:55 UTC", "completed_at_utc": "2026-10-20 05:56 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim locations with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "North Cage", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15116, "output_tokens": 52, "seconds": 9.8, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states name", "needles": ["North Cage"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim locations with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163151163552949174", "type": "function", "function": {"name": "get_dcim_locations_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up dcim location with id 1 and report its name. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163151163552949174", "name": "get_dcim_locations_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/locations/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/locations/1/\",\"display\":\"North Cage\",\"name\":\"North Cage\",\"slug\":\"north-cage\",\"site\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"parent\":null,\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"tenant\":null,\"facility\":\"\",\"description\":\"Caged row reserved for the Granite Ledger racks\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:53.125914Z\",\"last_updated\":\"2026-10-20T05:46:53.125926Z\",\"rack_count\":2,\"device_count\":4,\"prefix_count\":0,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":19,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/locations/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "North Cage", "reasoning": "The name is \"North Cage\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 41, "prompt_tokens": 7367, "total_tokens": 7408, "completion_tokens_details": {"reasoning_tokens": 25}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 11, "prompt_tokens": 7749, "total_tokens": 7760, "completion_tokens_details": {"reasoning_tokens": 7}, "prompt_tokens_details": {"cached_tokens": 7296}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15116, "output_tokens": 52}, "end_reason": "answered", "errors": [], "seconds": 9.8}}]} | |
| {"episode_id": "netbox/qa-07-get_ipam_vlans_by_id-rlank1ot", "record": {"instance_id": "netbox/qa-07-get_ipam_vlans_by_id-rlank1ot", "task_id": "netbox/qa-07-get_ipam_vlans_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:52 UTC", "completed_at_utc": "2026-10-20 05:53 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the ipam vlans with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Lamp Telemetry", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 12077, "output_tokens": 68, "seconds": 2.0, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states name", "needles": ["Lamp Telemetry"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the ipam vlans with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_6c34446c-9c94-49b6-b7f9-ffc0c1442a7c", "type": "function", "function": {"name": "get_ipam_vlans_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get IPAM VLANs with id 1. Use get_ipam_vlans_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_6c34446c-9c94-49b6-b7f9-ffc0c1442a7c", "name": "get_ipam_vlans_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vlans/1/\",\"display_url\":\"http://127.0.0.1:3503/ipam/vlans/1/\",\"display\":\"Lamp Telemetry (110)\",\"site\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"group\":null,\"vid\":110,\"name\":\"Lamp Telemetry\",\"tenant\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/tenants/1/\",\"display\":\"Granite Ledger Cooperative\",\"name\":\"Granite Ledger Cooperative\",\"slug\":\"granite-ledger-cooperative\",\"description\":\"Quarry accounting collective renting the north cage\"},\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"role\":null,\"description\":\"Carries beacon and generator telemetry\",\"qinq_role\":null,\"qinq_svlan\":null,\"owner\":null,\"comments\":\"\",\"l2vpn_termination\":null,\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:57.300503Z\",\"last_updated\":\"2026-10-20T05:46:57.300515Z\",\"prefix_count\":1},\"replay\":{\"record_ordinal\":65,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/ipam/vlans/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Lamp Telemetry", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 61, "prompt_tokens": 5807, "total_tokens": 5868, "completion_tokens_details": {"reasoning_tokens": 28}, "queue_time": 0.086743099, "prompt_time": 0.306344837, "completion_time": 0.127022551, "total_time": 0.433367388}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 7, "prompt_tokens": 6270, "total_tokens": 6277, "queue_time": 0.244016636, "prompt_time": 0.251549411, "completion_time": 0.01484956, "total_time": 0.266398971}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 12077, "output_tokens": 68}, "end_reason": "answered", "errors": [], "seconds": 2.0}}]} | |
| {"episode_id": "netbox/qa-07-get_ipam_vlans_by_id-22pp6je9", "record": {"instance_id": "netbox/qa-07-get_ipam_vlans_by_id-22pp6je9", "task_id": "netbox/qa-07-get_ipam_vlans_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:55 UTC", "completed_at_utc": "2026-10-20 05:56 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the ipam vlans with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Lamp Telemetry", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15193, "output_tokens": 59, "seconds": 10.1, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states name", "needles": ["Lamp Telemetry"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the ipam vlans with id 1 and report its `name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163153637454111415", "type": "function", "function": {"name": "get_ipam_vlans_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the IPAM VLAN with id 1 and report its name. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163153637454111415", "name": "get_ipam_vlans_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/ipam/vlans/1/\",\"display_url\":\"http://127.0.0.1:3503/ipam/vlans/1/\",\"display\":\"Lamp Telemetry (110)\",\"site\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/sites/1/\",\"display\":\"Lighthouse Rota Exchange\",\"name\":\"Lighthouse Rota Exchange\",\"slug\":\"lighthouse-rota-exchange\",\"description\":\"Primary exchange inside the old lamp house\"},\"group\":null,\"vid\":110,\"name\":\"Lamp Telemetry\",\"tenant\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/tenancy/tenants/1/\",\"display\":\"Granite Ledger Cooperative\",\"name\":\"Granite Ledger Cooperative\",\"slug\":\"granite-ledger-cooperative\",\"description\":\"Quarry accounting collective renting the north cage\"},\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"role\":null,\"description\":\"Carries beacon and generator telemetry\",\"qinq_role\":null,\"qinq_svlan\":null,\"owner\":null,\"comments\":\"\",\"l2vpn_termination\":null,\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:57.300503Z\",\"last_updated\":\"2026-10-20T05:46:57.300515Z\",\"prefix_count\":1},\"replay\":{\"record_ordinal\":65,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/ipam/vlans/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Lamp Telemetry", "reasoning": "The name is \"Lamp Telemetry\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 44, "prompt_tokens": 7368, "total_tokens": 7412, "completion_tokens_details": {"reasoning_tokens": 26}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 15, "prompt_tokens": 7825, "total_tokens": 7840, "completion_tokens_details": {"reasoning_tokens": 9}, "prompt_tokens_details": {"cached_tokens": 0}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15193, "output_tokens": 59}, "end_reason": "answered", "errors": [], "seconds": 10.1}}]} | |
| {"episode_id": "netbox/qa-08-get_dcim_device_roles_by_id-sho0wuqx", "record": {"instance_id": "netbox/qa-08-get_dcim_device_roles_by_id-sho0wuqx", "task_id": "netbox/qa-08-get_dcim_device_roles_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:52 UTC", "completed_at_utc": "2026-10-20 05:53 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim device roles with id 1 and report its `slug`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "core-router", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11938, "output_tokens": 66, "seconds": 2.3, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states slug", "needles": ["core-router"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim device roles with id 1 and report its `slug`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_764c7272-b94a-418f-b651-f0fce8cb8593", "type": "function", "function": {"name": "get_dcim_device_roles_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get device role id 1 and report its slug. Use get_dcim_device_roles_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_764c7272-b94a-418f-b651-f0fce8cb8593", "name": "get_dcim_device_roles_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/device-roles/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/device-roles/1/\",\"display\":\"Core Router\",\"name\":\"Core Router\",\"slug\":\"core-router\",\"color\":\"1f6f8b\",\"vm_role\":true,\"config_template\":null,\"parent\":null,\"description\":\"Aggregates every lamp-room uplink\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:54.098695Z\",\"last_updated\":\"2026-10-20T05:46:54.098708Z\",\"device_count\":2,\"virtualmachine_count\":0,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":36,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/device-roles/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "core-router", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 60, "prompt_tokens": 5807, "total_tokens": 5867, "completion_tokens_details": {"reasoning_tokens": 28}, "queue_time": 0.424918444, "prompt_time": 0.269810011, "completion_time": 0.12395127, "total_time": 0.393761281}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 6, "prompt_tokens": 6131, "total_tokens": 6137, "queue_time": 0.274038647, "prompt_time": 0.27394894, "completion_time": 0.012673826, "total_time": 0.286622766}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11938, "output_tokens": 66}, "end_reason": "answered", "errors": [], "seconds": 2.3}}]} | |
| {"episode_id": "netbox/qa-08-get_dcim_device_roles_by_id-ze42poft", "record": {"instance_id": "netbox/qa-08-get_dcim_device_roles_by_id-ze42poft", "task_id": "netbox/qa-08-get_dcim_device_roles_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:55 UTC", "completed_at_utc": "2026-10-20 05:56 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim device roles with id 1 and report its `slug`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "core-router", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15058, "output_tokens": 56, "seconds": 10.3, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states slug", "needles": ["core-router"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim device roles with id 1 and report its `slug`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163145150598737455", "type": "function", "function": {"name": "get_dcim_device_roles_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the DCIM device role with id 1 and report its slug. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163145150598737455", "name": "get_dcim_device_roles_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/device-roles/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/device-roles/1/\",\"display\":\"Core Router\",\"name\":\"Core Router\",\"slug\":\"core-router\",\"color\":\"1f6f8b\",\"vm_role\":true,\"config_template\":null,\"parent\":null,\"description\":\"Aggregates every lamp-room uplink\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:54.098695Z\",\"last_updated\":\"2026-10-20T05:46:54.098708Z\",\"device_count\":2,\"virtualmachine_count\":0,\"owner\":null,\"comments\":\"\",\"_depth\":0},\"replay\":{\"record_ordinal\":36,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/device-roles/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "core-router", "reasoning": "The user wants only the slug value.", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 44, "prompt_tokens": 7368, "total_tokens": 7412, "completion_tokens_details": {"reasoning_tokens": 27}, "prompt_tokens_details": {"cached_tokens": 7296}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 12, "prompt_tokens": 7690, "total_tokens": 7702, "completion_tokens_details": {"reasoning_tokens": 8}, "prompt_tokens_details": {"cached_tokens": 7360}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15058, "output_tokens": 56}, "end_reason": "answered", "errors": [], "seconds": 10.3}}]} | |
| {"episode_id": "netbox/qa-09-get_dcim_interfaces_by_id-py8wk7v8", "record": {"instance_id": "netbox/qa-09-get_dcim_interfaces_by_id-py8wk7v8", "task_id": "netbox/qa-09-get_dcim_interfaces_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:53 UTC", "completed_at_utc": "2026-10-20 05:54 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim interfaces with id 1 and report its `device.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "lr-core-aurora-01", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 12220, "output_tokens": 151, "seconds": 2.1, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states device.name", "needles": ["lr-core-aurora-01"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim interfaces with id 1 and report its `device.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_436d9be2-4a91-4219-a15a-183ba8ed1a50", "type": "function", "function": {"name": "get_dcim_interfaces_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need to get interface with id 1. Use get_dcim_interfaces_by_id with id \"1\". Then find its device relationship and get device name. Possibly interface object contains a \"device\" field with URL or ID. We may need to get device details via get_dcim_devices_by_id. Let's call interface.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_436d9be2-4a91-4219-a15a-183ba8ed1a50", "name": "get_dcim_interfaces_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/interfaces/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/interfaces/1/\",\"display\":\"ring0\",\"device\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/devices/1/\",\"display\":\"lr-core-aurora-01 (AT-LR-0001)\",\"name\":\"lr-core-aurora-01\",\"description\":\"Core router terminating the lamp telemetry ring\"},\"vdcs\":[],\"module\":null,\"name\":\"ring0\",\"label\":\"\",\"type\":{\"value\":\"10gbase-x-sfpp\",\"label\":\"SFP+ (10GE)\"},\"channels\":null,\"channel_id\":null,\"enabled\":true,\"parent\":null,\"bridge\":null,\"bridge_interfaces\":[],\"lag\":null,\"mtu\":null,\"mac_address\":null,\"primary_mac_address\":null,\"mac_addresses\":[],\"speed\":null,\"duplex\":null,\"wwn\":null,\"mgmt_only\":false,\"description\":\"Lamp telemetry ring toward Saltmarsh Depot\",\"mode\":null,\"rf_role\":null,\"rf_channel\":null,\"poe_mode\":null,\"poe_type\":null,\"rf_channel_frequency\":null,\"rf_channel_width\":null,\"tx_power\":null,\"untagged_vlan\":null,\"tagged_vlans\":[],\"qinq_svlan\":null,\"vlan_translation_policy\":null,\"mark_connected\":false,\"cable\":null,\"cable_end\":null,\"wireless_link\":null,\"link_peers\":[],\"link_peers_type\":null,\"wireless_lans\":[],\"vrf\":null,\"l2vpn_termination\":null,\"connected_endpoints\":null,\"connected_endpoints_type\":null,\"connected_endpoints_reachable\":false,\"owner\":null,\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:56.379112Z\",\"last_updated\":\"2026-10-20T05:46:56.379137Z\",\"count_ipaddresses\":1,\"count_fhrp_groups\":0,\"_occupied\":false},\"replay\":{\"record_ordinal\":55,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/interfaces/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "lr-core-aurora-01", "reasoning": "We need to report device.name. From response: \"device\": {\"name\":\"lr-core-aurora-01\", ...}. So answer: lr-core-aurora-01.", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 97, "prompt_tokens": 5807, "total_tokens": 5904, "completion_tokens_details": {"reasoning_tokens": 66}, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.139994057, "prompt_time": 0.319713626, "completion_time": 0.30472669, "total_time": 0.624440316}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 54, "prompt_tokens": 6413, "total_tokens": 6467, "completion_tokens_details": {"reasoning_tokens": 38}, "queue_time": 0.033420903, "prompt_time": 0.281366373, "completion_time": 0.118368038, "total_time": 0.399734411}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 12220, "output_tokens": 151}, "end_reason": "answered", "errors": [], "seconds": 2.1}}]} | |
| {"episode_id": "netbox/qa-09-get_dcim_interfaces_by_id-n4wfi2ro", "record": {"instance_id": "netbox/qa-09-get_dcim_interfaces_by_id-n4wfi2ro", "task_id": "netbox/qa-09-get_dcim_interfaces_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:56 UTC", "completed_at_utc": "2026-10-20 05:57 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim interfaces with id 1 and report its `device.name`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "lr-core-aurora-01", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15331, "output_tokens": 70, "seconds": 10.1, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states device.name", "needles": ["lr-core-aurora-01"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim interfaces with id 1 and report its `device.name`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163144738281881514", "type": "function", "function": {"name": "get_dcim_interfaces_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the dcim interface with id 1 and report its `device.name`. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163144738281881514", "name": "get_dcim_interfaces_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/interfaces/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/interfaces/1/\",\"display\":\"ring0\",\"device\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/devices/1/\",\"display\":\"lr-core-aurora-01 (AT-LR-0001)\",\"name\":\"lr-core-aurora-01\",\"description\":\"Core router terminating the lamp telemetry ring\"},\"vdcs\":[],\"module\":null,\"name\":\"ring0\",\"label\":\"\",\"type\":{\"value\":\"10gbase-x-sfpp\",\"label\":\"SFP+ (10GE)\"},\"channels\":null,\"channel_id\":null,\"enabled\":true,\"parent\":null,\"bridge\":null,\"bridge_interfaces\":[],\"lag\":null,\"mtu\":null,\"mac_address\":null,\"primary_mac_address\":null,\"mac_addresses\":[],\"speed\":null,\"duplex\":null,\"wwn\":null,\"mgmt_only\":false,\"description\":\"Lamp telemetry ring toward Saltmarsh Depot\",\"mode\":null,\"rf_role\":null,\"rf_channel\":null,\"poe_mode\":null,\"poe_type\":null,\"rf_channel_frequency\":null,\"rf_channel_width\":null,\"tx_power\":null,\"untagged_vlan\":null,\"tagged_vlans\":[],\"qinq_svlan\":null,\"vlan_translation_policy\":null,\"mark_connected\":false,\"cable\":null,\"cable_end\":null,\"wireless_link\":null,\"link_peers\":[],\"link_peers_type\":null,\"wireless_lans\":[],\"vrf\":null,\"l2vpn_termination\":null,\"connected_endpoints\":null,\"connected_endpoints_type\":null,\"connected_endpoints_reachable\":false,\"owner\":null,\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:56.379112Z\",\"last_updated\":\"2026-10-20T05:46:56.379137Z\",\"count_ipaddresses\":1,\"count_fhrp_groups\":0,\"_occupied\":false},\"replay\":{\"record_ordinal\":55,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/interfaces/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "lr-core-aurora-01", "reasoning": "The device.name for interface 1 is \"lr-core-aurora-01\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 44, "prompt_tokens": 7368, "total_tokens": 7412, "completion_tokens_details": {"reasoning_tokens": 28}, "prompt_tokens_details": {"cached_tokens": 0}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 26, "prompt_tokens": 7963, "total_tokens": 7989, "completion_tokens_details": {"reasoning_tokens": 17}, "prompt_tokens_details": {"cached_tokens": 0}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15331, "output_tokens": 70}, "end_reason": "answered", "errors": [], "seconds": 10.1}}]} | |
| {"episode_id": "netbox/qa-10-get_circuits_circuit_types_by_id-n3trmonv", "record": {"instance_id": "netbox/qa-10-get_circuits_circuit_types_by_id-n3trmonv", "task_id": "netbox/qa-10-get_circuits_circuit_types_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:53 UTC", "completed_at_utc": "2026-10-20 05:54 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the circuits circuit types with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Leased strands on the coastal seabed route", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11918, "output_tokens": 73, "seconds": 1.4, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Leased strands on the coastal seabed route"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the circuits circuit types with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_f7b3327d-52d9-4d00-950e-975536816109", "type": "function", "function": {"name": "get_circuits_circuit_types_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need description of circuit type id 1. Use get_circuits_circuit_types_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_f7b3327d-52d9-4d00-950e-975536816109", "name": "get_circuits_circuit_types_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/circuits/circuit-types/1/\",\"display_url\":\"http://127.0.0.1:3503/circuits/circuit-types/1/\",\"display\":\"Seabed Fiber\",\"name\":\"Seabed Fiber\",\"slug\":\"seabed-fiber\",\"color\":\"\",\"description\":\"Leased strands on the coastal seabed route\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:58.490072Z\",\"last_updated\":\"2026-10-20T05:46:58.490084Z\",\"circuit_count\":2},\"replay\":{\"record_ordinal\":84,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/circuits/circuit-types/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Leased strands on the coastal seabed route", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 60, "prompt_tokens": 5806, "total_tokens": 5866, "completion_tokens_details": {"reasoning_tokens": 26}, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.086493322, "prompt_time": 0.013727804, "completion_time": 0.125341985, "total_time": 0.139069789}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 13, "prompt_tokens": 6112, "total_tokens": 6125, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.086765867, "prompt_time": 0.027689223, "completion_time": 0.027084875, "total_time": 0.054774098}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11918, "output_tokens": 73}, "end_reason": "answered", "errors": [], "seconds": 1.4}}]} | |
| {"episode_id": "netbox/qa-10-get_circuits_circuit_types_by_id-hp3zd0nx", "record": {"instance_id": "netbox/qa-10-get_circuits_circuit_types_by_id-hp3zd0nx", "task_id": "netbox/qa-10-get_circuits_circuit_types_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:56 UTC", "completed_at_utc": "2026-10-20 05:57 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the circuits circuit types with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Leased strands on the coastal seabed route", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15038, "output_tokens": 69, "seconds": 9.8, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Leased strands on the coastal seabed route"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the circuits circuit types with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163144532123449490", "type": "function", "function": {"name": "get_circuits_circuit_types_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the circuit type with id 1 and report its description. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163144532123449490", "name": "get_circuits_circuit_types_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/circuits/circuit-types/1/\",\"display_url\":\"http://127.0.0.1:3503/circuits/circuit-types/1/\",\"display\":\"Seabed Fiber\",\"name\":\"Seabed Fiber\",\"slug\":\"seabed-fiber\",\"color\":\"\",\"description\":\"Leased strands on the coastal seabed route\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:58.490072Z\",\"last_updated\":\"2026-10-20T05:46:58.490084Z\",\"circuit_count\":2},\"replay\":{\"record_ordinal\":84,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/circuits/circuit-types/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Leased strands on the coastal seabed route", "reasoning": "The description is \"Leased strands on the coastal seabed route\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 44, "prompt_tokens": 7367, "total_tokens": 7411, "completion_tokens_details": {"reasoning_tokens": 25}, "prompt_tokens_details": {"cached_tokens": 7296}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 25, "prompt_tokens": 7671, "total_tokens": 7696, "completion_tokens_details": {"reasoning_tokens": 14}, "prompt_tokens_details": {"cached_tokens": 7360}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15038, "output_tokens": 69}, "end_reason": "answered", "errors": [], "seconds": 9.8}}]} | |
| {"episode_id": "netbox/qa-11-get_dcim_platforms_by_id-fzjemno3", "record": {"instance_id": "netbox/qa-11-get_dcim_platforms_by_id-fzjemno3", "task_id": "netbox/qa-11-get_dcim_platforms_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:53 UTC", "completed_at_utc": "2026-10-20 05:54 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim platforms with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Fictional switch firmware train from Tidewright", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 11994, "output_tokens": 68, "seconds": 1.3, "error": null}}], "metadata": {"run_group_id": "75fec9e53c9249f9841ffd9a893b1380", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Fictional switch firmware train from Tidewright"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "openai/gpt-oss-120b:groq", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim platforms with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_739630b9-845a-4bb4-8bf7-1cd9acbb9081", "type": "function", "function": {"name": "get_dcim_platforms_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need description of platform id 1. Use get_dcim_platforms_by_id with id \"1\".", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "fc_739630b9-845a-4bb4-8bf7-1cd9acbb9081", "name": "get_dcim_platforms_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/platforms/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/platforms/1/\",\"display\":\"TideOS 7\",\"parent\":null,\"name\":\"TideOS 7\",\"slug\":\"tideos-7\",\"manufacturer\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/manufacturers/1/\",\"display\":\"Tidewright Networks\",\"name\":\"Tidewright Networks\",\"slug\":\"tidewright-networks\",\"description\":\"Invented switch maker from the lantern coast\"},\"config_template\":null,\"description\":\"Fictional switch firmware train from Tidewright\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:54.310452Z\",\"last_updated\":\"2026-10-20T05:46:54.310464Z\",\"device_count\":5,\"virtualmachine_count\":0,\"_depth\":0},\"replay\":{\"record_ordinal\":41,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/platforms/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Fictional switch firmware train from Tidewright", "reasoning": "", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 55, "prompt_tokens": 5806, "total_tokens": 5861, "completion_tokens_details": {"reasoning_tokens": 23}, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.032793227, "prompt_time": 0.019944416, "completion_time": 0.115335814, "total_time": 0.13528023}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 13, "prompt_tokens": 6188, "total_tokens": 6201, "prompt_tokens_details": {"cached_tokens": 5632}, "queue_time": 0.086459956, "prompt_time": 0.032659991, "completion_time": 0.027170095, "total_time": 0.059830086}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 11994, "output_tokens": 68}, "end_reason": "answered", "errors": [], "seconds": 1.3}}]} | |
| {"episode_id": "netbox/qa-11-get_dcim_platforms_by_id-w7ytzmg1", "record": {"instance_id": "netbox/qa-11-get_dcim_platforms_by_id-w7ytzmg1", "task_id": "netbox/qa-11-get_dcim_platforms_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:56 UTC", "completed_at_utc": "2026-10-20 05:57 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim platforms with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else.", "response": "Fictional switch firmware train from Tidewright", "tool_call_count": 1, "structured_output": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "end_reason": "answered", "turns": 2, "tool_calls": 1, "input_tokens": 15113, "output_tokens": 79, "seconds": 10.0, "error": null}}], "metadata": {"run_group_id": "90e1bcf1e19042138adc7eeb2caa548f", "verifications": {"retrieval": {"score": 1.0, "results": [{"type": "response_contains", "criterion": "response states description", "needles": ["Fictional switch firmware train from Tidewright"], "criterion_index": 0, "score": 1.0, "result": true, "justification": "all needles present"}]}}}}, "trajectories": [{"step_id": "ask", "payload": {"agent": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "messages": [{"role": "system", "content": "You answer questions about an environment by calling its tools. Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim platforms with id 1 and report its `description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163143741849464243", "type": "function", "function": {"name": "get_dcim_platforms_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the dcim platform with id 1 and report its description. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163143741849464243", "name": "get_dcim_platforms_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/platforms/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/platforms/1/\",\"display\":\"TideOS 7\",\"parent\":null,\"name\":\"TideOS 7\",\"slug\":\"tideos-7\",\"manufacturer\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/manufacturers/1/\",\"display\":\"Tidewright Networks\",\"name\":\"Tidewright Networks\",\"slug\":\"tidewright-networks\",\"description\":\"Invented switch maker from the lantern coast\"},\"config_template\":null,\"description\":\"Fictional switch firmware train from Tidewright\",\"owner\":null,\"comments\":\"\",\"tags\":[],\"custom_fields\":{},\"created\":\"2026-10-20T05:46:54.310452Z\",\"last_updated\":\"2026-10-20T05:46:54.310464Z\",\"device_count\":5,\"virtualmachine_count\":0,\"_depth\":0},\"replay\":{\"record_ordinal\":41,\"evidence_id\":\"ev_f0ea4345138715ae98fd1b523d129cc054375c34188204296a93efbd974b99ea\",\"exact_match\":true,\"recorded_path\":\"/api/dcim/platforms/1/\",\"recorded_query\":null,\"recorded_line_truncated\":false,\"content_type_truncated\":false,\"body_recorded\":true,\"body_encoding\":\"utf-8\",\"truncated\":false}}"}, {"role": "assistant", "content": "Fictional switch firmware train from Tidewright", "reasoning": "The description of dcim platform id 1 is \"Fictional switch firmware train from Tidewright\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 43, "prompt_tokens": 7367, "total_tokens": 7410, "completion_tokens_details": {"reasoning_tokens": 26}, "prompt_tokens_details": {"cached_tokens": 7296}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 36, "prompt_tokens": 7746, "total_tokens": 7782, "completion_tokens_details": {"reasoning_tokens": 23}, "prompt_tokens_details": {"cached_tokens": 7296}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", "get_dcim_interfaces_by_id", "get_dcim_locations", "get_dcim_locations_by_id", "get_dcim_manufacturers", "get_dcim_manufacturers_by_id", "get_dcim_platforms", "get_dcim_platforms_by_id", "get_dcim_racks", "get_dcim_racks_by_id", "get_dcim_regions", "get_dcim_regions_by_id", "get_dcim_sites", "get_dcim_sites_by_id", "get_ipam_ip_addresses", "get_ipam_ip_addresses_by_id", "get_ipam_prefixes", "get_ipam_prefixes_by_id", "get_ipam_vlans", "get_ipam_vlans_by_id", "get_ipam_vrfs", "get_ipam_vrfs_by_id", "get_status", "get_tenancy_contacts", "get_tenancy_contacts_by_id", "get_tenancy_tenants", "get_tenancy_tenants_by_id", "patch_dcim_sites_by_id", "post_dcim_sites"], "usage": {"input_tokens": 15113, "output_tokens": 79}, "end_reason": "answered", "errors": [], "seconds": 10.0}}]} | |
| {"episode_id": "netbox/qa-12-get_dcim_devices_by_id-r42olrca", "record": {"instance_id": "netbox/qa-12-get_dcim_devices_by_id-r42olrca", "task_id": "netbox/qa-12-get_dcim_devices_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:53 UTC", "completed_at_utc": "2026-10-20 05:54 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "openai/gpt-oss-120b:groq", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "openai/gpt-oss-120b:groq", "prompt_text": "In this NetBox environment, look up the dcim devices with id 1 and report its `device_type.description`. 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Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim devices with id 1 and report its `device_type.description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "fc_f68bf222-ecff-4ab3-bbfa-435542676f0b", "type": "function", "function": {"name": "get_dcim_devices_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "We need device with id 1. 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"finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 52, "prompt_tokens": 5808, "total_tokens": 5860, "completion_tokens_details": {"reasoning_tokens": 21}, "queue_time": 0.086813487, "prompt_time": 0.27790337, "completion_time": 0.107764178, "total_time": 0.385667548}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 12, "prompt_tokens": 6869, "total_tokens": 6881, "queue_time": 0.2441591, "prompt_time": 0.286362483, "completion_time": 0.025689659, "total_time": 0.312052142}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", "get_dcim_devices_by_id", "get_dcim_interfaces", 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| {"episode_id": "netbox/qa-12-get_dcim_devices_by_id-ckk2umhf", "record": {"instance_id": "netbox/qa-12-get_dcim_devices_by_id-ckk2umhf", "task_id": "netbox/qa-12-get_dcim_devices_by_id", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:56 UTC", "completed_at_utc": "2026-10-20 05:57 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "agent", "status": "success"}, {"step_id": "ask", "status": "success"}, {"step_id": "grade", "status": "success"}], "agent_model": "zai-org/GLM-5.3-Flash:zai-org", "default_agent_model": "openai/gpt-oss-120b:groq", "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [{"agent_name": "replay-qa", "sandbox_type": "local"}], "prompt_responses": [{"step_id": "ask", "prompt_id": "q", "agent_name": "replay-qa", "model": "zai-org/GLM-5.3-Flash:zai-org", "prompt_text": "In this NetBox environment, look up the dcim devices with id 1 and report its `device_type.description`. 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Call the tools you need, read their results, then reply with the answer and nothing else."}, {"role": "user", "content": "In this NetBox environment, look up the dcim devices with id 1 and report its `device_type.description`. Use only the environment's tools. Answer with the value only, nothing else."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_-7163143535691034839", "type": "function", "function": {"name": "get_dcim_devices_by_id", "arguments": "{\"id\":\"1\"}"}}], "reasoning": "The user wants me to look up the dcim device with id 1 and report its `device_type.description`. Let me call the tool.", "finish_reason": "tool_calls"}, {"role": "tool", "tool_call_id": "call_-7163143535691034839", "name": "get_dcim_devices_by_id", "content": "{\"status\":200,\"content_type\":\"application/json\",\"body\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/devices/1/\",\"display_url\":\"http://127.0.0.1:3503/dcim/devices/1/\",\"display\":\"lr-core-aurora-01 (AT-LR-0001)\",\"name\":\"lr-core-aurora-01\",\"device_type\":{\"id\":2,\"url\":\"http://127.0.0.1:3503/api/dcim/device-types/2/\",\"display\":\"TW-9100 Kestrel Router\",\"manufacturer\":{\"id\":1,\"url\":\"http://127.0.0.1:3503/api/dcim/manufacturers/1/\",\"display\":\"Tidewright Networks\",\"name\":\"Tidewright Networks\",\"slug\":\"tidewright-networks\",\"description\":\"Invented switch maker from the lantern coast\"},\"model\":\"TW-9100 Kestrel Router\",\"slug\":\"tw-9100-kestrel\",\"description\":\"Core router that carries the lamp telemetry 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rack\"},\"position\":40,\"face\":{\"value\":\"front\",\"label\":\"Front\"},\"latitude\":null,\"longitude\":null,\"parent_device\":null,\"status\":{\"value\":\"active\",\"label\":\"Active\"},\"airflow\":null,\"cooling_method\":null,\"primary_ip\":null,\"primary_ip4\":null,\"primary_ip6\":null,\"oob_ip\":null,\"cluster\":null,\"virtual_chassis\":null,\"vc_position\":null,\"vc_priority\":null,\"description\":\"Core router terminating the lamp telemetry 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device with id 1 has device_type with description \"Core router that carries the lamp telemetry ring\".", "finish_reason": "stop"}], "turns": [{"turn": 1, "finish_reason": "tool_calls", "tool_calls": 1, "usage": {"completion_tokens": 45, "prompt_tokens": 7369, "total_tokens": 7414, "completion_tokens_details": {"reasoning_tokens": 29}, "prompt_tokens_details": {"cached_tokens": 7296}}}, {"turn": 2, "finish_reason": "stop", "tool_calls": 0, "usage": {"completion_tokens": 31, "prompt_tokens": 8421, "total_tokens": 8452, "completion_tokens_details": {"reasoning_tokens": 21}, "prompt_tokens_details": {"cached_tokens": 7296}}}], "tools": ["delete_dcim_sites_by_id", "get_circuits_circuit_types", "get_circuits_circuit_types_by_id", "get_circuits_circuits", "get_circuits_circuits_by_id", "get_circuits_providers", "get_circuits_providers_by_id", "get_dcim_device_roles", "get_dcim_device_roles_by_id", "get_dcim_device_types", "get_dcim_device_types_by_id", "get_dcim_devices", 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| {"episode_id": "netbox/smoke-938jqoia", "record": {"instance_id": "netbox/smoke-938jqoia", "task_id": "netbox/smoke", "task_version": 1, "status": "completed", "created_at_utc": "2026-10-20 05:50 UTC", "completed_at_utc": "2026-10-20 05:50 UTC", "completed_steps": [{"step_id": "env", "status": "success"}, {"step_id": "replay", "status": "success"}], "envs": [{"env_id": "netbox/netbox", "env_version": 1, "env_provider_type": "gateway"}], "agents": [], "prompt_responses": [], "metadata": {"run_group_id": "bf39469adb6d46148b5a8cf6bf96d915", "verifications": {"replay": {"score": 1.0, "results": [{"id": "replay", "result": true, "description": "listed 42 tools, expected 42; get_circuits_circuit_types replayed status 200, recorded 200"}]}}}}, "trajectories": []} | |