{"runs":[{"agent":{"id":"203f1f7c92efc71759f08dd240bea48ed5f2acb37b2056069113f5cb4b924805","model":"gpt-6-astra","name":"ChatGPT subscription"},"benchmark":{"id":"devopsbench-100","name":"DevOpsBench-100","official_tasks":100,"version":"3.2.7:revision8:pilot-1:09fa6e0c38eedf4223f9262166bfac29c9497080e2b575374b0474ca9b7ecfb2"},"budget":"600s/task; 100 max turns; no automatic retries","environment":"GKE gVisor; images pinned in manifest","evaluator":"Native + configured rubric/vision; 1692eac726f56d596cbfd3a15a5ae670811556900f661efb2974cda3889d340c","expected_tasks":10,"finished_at":"2026-09-16T10:26:15.055087+00:00","id":"br-8660e046ae07a0ac8eebdb65880598fa:chatgpt","notes":"The report preview shortens long outputs. Download raw_outputs.jsonl for complete records. Scaffold harbor-codex-subscription at terminal-mcp-v3.","source":"hosted","started_at":"2026-09-16T08:02:52.176244+00:00","tasks":[{"category":"aiops_detection","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-010-detect-status-page-recurrence","latency_ms":369598.1469510007,"output":"{\"answer\": {\"answer\": \"**Checkout has an active objective breach, and March 6 is conditionally achievable with the approved $1,050 acceleration. Recovery is not yet verified.**\\n\\nThe evidence supports several distinct contributors:\\n\\n- **Recurring errors:** checkout is at **5.5% errors versus a 1% limit**. Production `instant_refunds` remains enabled at 100%; log 9015 and the refund code identify a missing-record dereference.\\n- **Blocked purchase completion:** checkout latency is **530 ms versus 400 ms**. Log 9024 traces waiting through payments to notifications. Payments can capture funds, then fail receipt delivery before checkout persists the order. A failed checkout therefore does **not** establish that no charge occurred; reconciliation must retain the original idempotency key.\\n- **Idempotency evidence:** cart-total tests pass. The idempotency failure comes from second-based fixture keys colliding across parallel workers; CI run 2 failed and run 3 passed. This does not demonstrate duplicate production orders.\\n- **Stale communication:** public post **7001** remains resolved, while PagerDuty **5106** records recurrence and Sentry errors continue through day 420. These records establish recurrence, but do not prove every episode had the same cause.\\n\\nStorefront latency is healthy, while gateway latency and inventory errors also breach their objectives. Successful basket interaction therefore does not establish successful order creation. No reliable cart-to-order conversion percentage was available.\\n\\nCapacity requires **2 replicas × 3 zones = 6**. The authoritative scale record shows 6, but **CAP-10 reserves 3**, leaving **3 usable and a gap of 3**.\\n\\n| Plan | Completion | Incremental cost | Authority |\\n|---|---|---:|---|\\n| Standard CloudCap | March 8 | $0 assumed | CHG-10 approved |\\n| Expedited CloudCap | **March 6** | **$1,050** | CHG-10 approved |\\n| Early reserved-capacity release | March 4 | $1,200 | Incident-commander approval missing |\\n\\nThese dates apply the control’s **next published window** rule: delivery on March 4 enters the March 6, 14:00Z window; same-day availability is not guaranteed.\\n\\nChoose expedited capacity. March 6 staffing still needs confirmation: the latest on-call records put Diego Ramos across checkout, payments, and inventory, with active payments and inventory incidents. Before declaring recovery, independently verify two healthy usable replicas per zone, checkout objectives, completed orders, and payment reconciliation.\\n\\n**Record-write limitation:** the task tool budget exhausted before persistence. Both the diagnosis submission and capacity-plan submission were rejected, so I could not save this handoff to the incident record. Production was unchanged.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a969-668d-7692-bb8b-fa5eaa78a679\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll trace the checkout signals and incident history, then check the March 6 recovery date against on-call coverage, change windows, and approval requirements. I’ll leave the diagnosis and supporting evidence in the incident record.\\n\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*.md' -g '*.json' -g '*.yaml' -g '*.yml' -g '*.txt' . | head -80\"}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*.md' -g '*.json' -g '*.yaml' -g '*.yml' -g '*.txt' . | head -80\"}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":0,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_services\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"service_id\\\": 9001, \\\"name\\\": \\\"storefront-web\\\", \\\"kind\\\": \\\"frontend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"typescript\\\", \\\"description\\\": \\\"Customer-facing storefront (Next.js): browse, cart, checkout UI.\\\", \\\"repo_version\\\": \\\"v3.2.4\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v3.2.4\\\", \\\"production_version\\\": \\\"v3.2.4\\\"}, {\\\"service_id\\\": 9002, \\\"name\\\": \\\"api-gateway\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"go\\\", \\\"description\\\": \\\"Public API edge: routing, auth, rate limiting, traffic weighting.\\\", \\\"repo_version\\\": \\\"v5.1.0\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v5.1.0\\\", \\\"production_version\\\": \\\"v5.1.0\\\"}, {\\\"service_id\\\": 9003, \\\"name\\\": \\\"catalog\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product catalog, pricing, and merchandising.\\\", \\\"repo_version\\\": \\\"v1.9.2\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v1.9.2\\\", \\\"production_version\\\": \\\"v1.9.2\\\"}, {\\\"service_id\\\": 9004, \\\"name\\\": \\\"checkout\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Cart and checkout orchestration.\\\", \\\"repo_version\\\": \\\"v2.6.3\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v2.6.3\\\", \\\"production_version\\\": \\\"v2.6.3\\\"}, {\\\"service_id\\\": 9005, \\\"name\\\": \\\"payments\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Payment capture, refunds, and settlement.\\\", \\\"repo_version\\\": \\\"v2.7.0\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v2.7.0\\\", \\\"production_version\\\": \\\"v2.7.0\\\"}, {\\\"service_id\\\": 9006, \\\"name\\\": \\\"notifications\\\", \\\"kind\\\": \\\"worker\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Email/SMS/push notification delivery.\\\", \\\"repo_version\\\": \\\"v1.4.8\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v1.4.8\\\", \\\"production_version\\\": \\\"v1.4.8\\\"}, {\\\"service_id\\\": 9007, \\\"name\\\": \\\"search\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product search and ranking.\\\", \\\"repo_version\\\": \\\"v3.0.5\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v3.0.5\\\", \\\"production_version\\\": \\\"v3.0.5\\\"}, {\\\"service_id\\\": 9008, \\\"name\\\": \\\"inventory\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"java\\\", \\\"description\\\": \\\"Stock levels, reservations, and warehouse sync.\\\", \\\"repo_version\\\": \\\"v4.3.1\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v4.3.1\\\", \\\"production_version\\\": \\\"v4.3.1\\\"}, {\\\"service_id\\\": 9009, \\\"name\\\": \\\"media-service\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 3, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product imagery and video delivery from the object store.\\\", \\\"repo_version\\\": \\\"v0.9.4\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v0.9.4\\\", \\\"production_version\\\": \\\"v0.9.4\\\"}, {\\\"service_id\\\": 9010, \\\"name\\\": \\\"analytics-worker\\\", \\\"kind\\\": \\\"worker\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 3, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Consumes the event queue and builds analytics rollups.\\\", \\\"repo_version\\\": \\\"v2.1.7\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v2.1.7\\\", \\\"production_version\\\": \\\"v2.1.7\\\"}], \\\"count\\\": 10}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_services\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_incidents\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"incident_id\\\": 9701, \\\"severity\\\": \\\"sev1\\\", \\\"title\\\": \\\"API gateway latency surge after v5.1.0 rollout\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}, {\\\"incident_id\\\": 9702, \\\"severity\\\": \\\"sev2\\\", \\\"title\\\": \\\"Checkout error spike since instant_refunds ramp\\\", \\\"service\\\": \\\"checkout\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}, {\\\"incident_id\\\": 9703, \\\"severity\\\": \\\"sev2\\\", \\\"title\\\": \\\"Inventory reservation failures during peak\\\", \\\"service\\\": \\\"inventory\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}], \\\"count\\\": 3}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_incidents\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"checkout\"}, \"error\": null, \"id\": \"item_5\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"checkout\"}, \"error\": null, \"id\": \"item_5\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9601, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Deployment policy\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 268}, {\\\"doc_id\\\": 9603, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Retry and timeout standard\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 241}, {\\\"doc_id\\\": 9605, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Catalog pricing performance\\\", \\\"service\\\": \\\"catalog\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 229}, {\\\"doc_id\\\": 9606, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Incident response\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 271}, {\\\"doc_id\\\": 9607, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Feature flags\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"day\\\": 247}, {\\\"doc_id\\\": 9610, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Flaky tests\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 244}, {\\\"doc_id\\\": 9613, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"CDN and media delivery\\\", \\\"service\\\": \\\"media-service\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"day\\\": 221}, {\\\"doc_id\\\": 9614, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Checkout architecture\\\", \\\"service\\\": \\\"checkout\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 198}, {\\\"doc_id\\\": 9615, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Payments settlement pipeline\\\", \\\"service\\\": \\\"payments\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 205}, {\\\"doc_id\\\": 9617, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Loyalty points program\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 288}, {\\\"doc_id\\\": 9618, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-014: Adopt per-service feature flags\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"day\\\": 156}, {\\\"doc_id\\\": 9619, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-021: Standardize on staged canary deploys\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 174}, {\\\"doc_id\\\": 9623, \\\"kind\\\": \\\"postmortem\\\", \\\"title\\\": \\\"Postmortem: catalog migration 0043 forced a rollback\\\", \\\"service\\\": \\\"catalog\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 202}, {\\\"doc_id\\\": 9625, \\\"kind\\\": \\\"onboarding\\\", \\\"title\\\": \\\"Engineering onboarding: how we ship\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 290}, {\\\"doc_id\\\": 9626, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"On-call and alert triage\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Alex Osei\\\", \\\"day\\\": 257}, {\\\"doc_id\\\": 9627, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"","passed":false,"prompt":"Customers still cannot check out, and the status page says we fixed it. The current monitoring views do not yet establish whether this is an active objective breach, a stale signal, or a healthy service being blamed for a downstream symptom. The next owner needs this settled across cart conversion, order creation, idempotency, and the customer's final purchase step. The disputed mechanism is a supposedly resolved incident recurring behind stale customer-status communication. Find the narrowest explanation that fits every material signal and leave the incident record ready for independent verification. This diagnosis will decide whether checkout enters recovery on 2026-03-06. Say whether the date holds against current on-call commitments and change windows, what a sanctioned acceleration costs, and which faster route still lacks authority.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"aiops_localization","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-014-localize-checkout-latency","latency_ms":553932.9078059964,"output":"{\"answer\": {\"answer\": \"**Alarm 9610 localizes to payments.** Checkout’s logs explicitly show idle handlers waiting on payments, which blocks on notifications for **30 seconds with no retries**. That boundary violates the documented timeout/retry contract.\\n\\nCurrent evidence limits the tempting alternatives:\\n\\n- Checkout’s refund flag explains its separate error spike; the latency log identifies the payments wait.\\n- Payments has low GC pauses, no pod restarts, an adequate configured DB pool, and active database access. The checkout-to-payments network path is open.\\n- Notifications has confirmed downstream defects: a deadlocked node and an unbounded provider call. Both remain recovery obligations.\\n- Checkout’s replica shortfall is also real. Payments’ healthy-looking 95ms p99 does not clear its **4.2% error rate** or establish end-to-end health.\\n\\nThe capacity requirement is **12 replicas across four zones**. Two of the observed twelve are reserved, leaving **ten usable and a gap of two**.\\n\\n| Plan | Supported completion | Variance from March 6 |\\n|---|---|---|\\n| **Expedited, $600 incremental** | **March 4, 14:00 UTC** | **2 days early** |\\n| Standard delivery | March 7, 14:00 UTC | 1 day late |\\n| Wait through reservation freeze | March 10, 14:00 UTC | 4 days late |\\n\\n**Recommend the expedited plan:** VEND-14 confirms capacity; CHG-14 already approves execution within that window. Early reserved-capacity release costs $2,000 and requires additional approval.\\n\\nThis supports the March 6 capacity commitment, conditional on timely delivery. Operational clearance still requires three healthy serving replicas per zone, corrected dependency behavior, and verified recovery across the checkout path.\\n\\nSaved handoff **#1**, diagnosis **#1**, and reconciliation **DOB-014-capacity-plan**. No production changes were made.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a96e-d79f-7933-94b6-31c997262dee\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll trace alarm 9610 through the service dependencies, then check the recovery evidence and approval basis for the March 6 decision.\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_alerts\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"alert_id\\\": 9601, \\\"service\\\": \\\"payments\\\", \\\"metric\\\": \\\"error_rate_pct\\\", \\\"severity\\\": \\\"high\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"payments error_rate_pct 4.2 exceeds SLO 1.0\\\"}, {\\\"alert_id\\\": 9602, \\\"service\\\": \\\"search\\\", \\\"metric\\\": \\\"latency_p99_ms\\\", \\\"severity\\\": \\\"medium\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"search latency_p99_ms 850.0 exceeds SLO 300.0\\\"}, {\\\"alert_id\\\": 9603, \\\"service\\\": \\\"checkout\\\", \\\"metric\\\": \\\"error_rate_pct\\\", \\\"severity\\\": \\\"high\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"checkout error_rate_pct 5.5 exceeds SLO 1.0\\\"}, {\\\"alert_id\\\": 9604, \\\"service\\\": \\\"api-gateway\\\", \\\"metric\\\": \\\"latency_p99_ms\\\", \\\"severity\\\": \\\"critical\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"api-gateway latency_p99_ms 1030.0 exceeds SLO 250.0\\\"}, {\\\"alert_id\\\": 9605, \\\"service\\\": \\\"catalog\\\", \\\"metric\\\": \\\"latency_p99_ms\\\", \\\"severity\\\": \\\"medium\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"catalog latency_p99_ms 645.0 exceeds SLO 300.0\\\"}, {\\\"alert_id\\\": 9606, \\\"service\\\": \\\"inventory\\\", \\\"metric\\\": \\\"error_rate_pct\\\", \\\"severity\\\": \\\"high\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"inventory error_rate_pct 4.7 exceeds SLO 1.0\\\"}, {\\\"alert_id\\\": 9607, \\\"service\\\": \\\"media-service\\\", \\\"metric\\\": \\\"latency_p99_ms\\\", \\\"severity\\\": \\\"medium\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"media-service latency_p99_ms 800.0 exceeds SLO 400.0\\\"}, {\\\"alert_id\\\": 9608, \\\"service\\\": \\\"notifications\\\", \\\"metric\\\": \\\"error_rate_pct\\\", \\\"severity\\\": \\\"medium\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"notifications error_rate_pct 3.6 exceeds SLO 1.5\\\"}, {\\\"alert_id\\\": 9609, \\\"service\\\": \\\"analytics-worker\\\", \\\"metric\\\": \\\"error_rate_pct\\\", \\\"severity\\\": \\\"medium\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"analytics-worker error_rate_pct 6.0 exceeds SLO 2.0\\\"}, {\\\"alert_id\\\": 9610, \\\"service\\\": \\\"checkout\\\", \\\"metric\\\": \\\"latency_p99_ms\\\", \\\"severity\\\": \\\"high\\\", \\\"status\\\": \\\"firing\\\", \\\"message\\\": \\\"checkout latency_p99_ms 530.0 exceeds SLO 400.0\\\"}], \\\"count\\\": 10}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_alerts\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"query\": \"recovery\"}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"query\": \"recovery\"}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9601, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Deployment policy\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 268}, {\\\"doc_id\\\": 9606, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Incident response\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 271}, {\\\"doc_id\\\": 9625, \\\"kind\\\": \\\"onboarding\\\", \\\"title\\\": \\\"Engineering onboarding: how we ship\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 290}, {\\\"doc_id\\\": 9628, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Rollback and recovery\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 273}, {\\\"doc_id\\\": 9629, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"API gateway: routing, traffic weights, and rate limiting\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 209}], \\\"count\\\": 5}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, 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\"task\", \"status\": \"in_progress\", \"tool\": \"list_services\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"service_id\\\": 9001, \\\"name\\\": \\\"storefront-web\\\", \\\"kind\\\": \\\"frontend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"typescript\\\", \\\"description\\\": \\\"Customer-facing storefront (Next.js): browse, cart, checkout UI.\\\", \\\"repo_version\\\": \\\"v3.2.4\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v3.2.4\\\", \\\"production_version\\\": \\\"v3.2.4\\\"}, {\\\"service_id\\\": 9002, \\\"name\\\": \\\"api-gateway\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 1, \\\"l","passed":false,"prompt":"Alarm 9610 (checkout latency). The label attached to the alarm may describe where the symptom was noticed rather than the component or runtime condition that actually caused it. The decision must hold across the upstream-to-downstream dependency direction, the contract at each service boundary, ownership, recoverability, and end-to-end health. Give the next shift a defensible finding and make clear which current observations rule out the most tempting alternative explanations. This diagnosis will decide whether payments enters recovery on 2026-03-06. Turn the finding into a recovery promise the next shift can defend: supported date, schedule variance, cost, approval basis, and the consequence of waiting.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-035-port-close-backlog-issues","latency_ms":587344.1375050024,"output":"{\"answer\": {\"answer\": \"Backlog is empty. ENG-2203 and ENG-3001 are Done with administrative and duplicate resolutions respectively. All other issues, ownership and links were verified unchanged.\\n\\nThe recorded handoff plan supports **2026-03-05 at 14:00 UTC** using three expedited replicas for **$600**, already authorised by **CHG-35**. Standard delivery finishes March 7, two days late. Early release of protected capacity costs $1,200 and requires incident-commander approval.\\n\\nThe requesting and engineering teams were notified. Results are recorded under DOB-035 with an [audit trail](/workspace/audits/DOB-035/audit.md). Cutover readiness still requires verification of four healthy replicas in each production zone.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a977-4c49-7e01-a1a0-be5db80c010a\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. 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No one has verified it against today's state.\\\"}, {\\\"message_id\\\": 8, \\\"channel\\\": \\\"case-035-api-gateway\\\", \\\"author\\\": \\\"on-call\\\", \\\"body\\\": \\\"For api-gateway, the first signal may be symptomatic. Check the linked records before changing production.\\\"}, {\\\"message_id\\\": 7, \\\"channel\\\": \\\"case-035-api-gateway\\\", \\\"author\\\": \\\"release-manager\\\", \\\"body\\\": \\\"Please resolve DOB-035. The Jira state is only intake; confirm the live systems.\\\"}, {\\\"message_id\\\": 6, \\\"channel\\\": \\\"#security\\\", \\\"author\\\": \\\"Jordan Blake\\\", \\\"body\\\": \\\"Scanner run complete: 3 open findings across payments, checkout, catalog.\\\"}, {\\\"message_id\\\": 5, \\\"channel\\\": \\\"#deploys\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"body\\\": \\\"api-gateway v5.1.0 promoted to production.\\\"}, {\\\"message_id\\\": 4, \\\"channel\\\": \\\"#eng\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"body\\\": \\\"Reminder: deployment policy = staging first; tier-1 canary at 25% then promote.\\\"}, {\\\"message_id\\\": 3, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Alex Osei\\\", \\\"body\\\": \\\"Incident 9703 (sev2): inventory reservations timing out at peak; pool looks undersized.\\\"}, {\\\"message_id\\\": 2, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"body\\\": \\\"Incident 9702 (sev2): checkout error rate tracks the instant_refunds ramp exactly.\\\"}, {\\\"message_id\\\": 1, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"body\\\": \\\"Declared incident 9701 (sev1): api-gateway p99 through the roof since the v5.1.0 promote.\\\"}], \\\"count\\\": 10}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_messages\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la\\nfind /workspace -name AGENTS.md -o -name '*README*' -o -name '*portfolio*' -o -name '*queue*'\\ncommand -v ops\\ncommand -v task\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la\\nfind /workspace -name AGENTS.md -o -name '*README*' -o -name '*portfolio*' -o -name '*queue*'\\ncommand -v ops\\ncommand -v task\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":1,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"total 4\\\\ndrwxr-xr-x 1 root root 4096 Sep 16 01:54 .\\\\ndrwxr-xr-x 1 root root  100 Sep 16 09:05 ..\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"key\": \"DOB-035\"}, \"error\": null, \"id\": \"item_8\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"jira_get_issue\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"key\": \"DOB-035\"}, \"error\": null, \"id\": \"item_8\", \"result\": {\"content\": [{\"text\": \"{\\\"key\\\": \\\"DOB-035\\\", \\\"project\\\": \\\"DOB\\\", \\\"summary\\\": \\\"ENG-2805 — Empty the Backlog before sprint planning Sprint planning wants the Backlog emptied: move every issue currently in Backlog to Done with a resolution recording why.\\\", \\\"issue_type\\\": \\\"Task\\\", \\\"status\\\": \\\"In Progress\\\", \\\"resolution\\\": \\\"\\\", \\\"priority\\\": \\\"High\\\", \\\"component\\\": \\\"api-gateway\\\", \\\"assignee\\\": \\\"on-call\\\", \\\"created_day\\\": 414, \\\"updated_day\\\": 420, \\\"links\\\": [{\\\"target\\\": \\\"GH-9035\\\", \\\"kind\\\": \\\"relates\\\"}]}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"jira_get_issue\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"page_id\": 10035}, \"error\": null, \"id\": \"item_9\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"page_id\": 10035}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"page_id\\\": 10035, \\\"space\\\": \\\"OPS\\\", \\\"title\\\": \\\"DOB-035 current operating control\\\", \\\"body\\\": \\\"Control OPS-CONTROL-2026.03 is effective for DOB-035 and supersedes OPS-CONTROL-2025.11. Establish identity across Jira and the linked GitHub issue, compare the case-room report with live operational records, follow task-specific approval and rollout controls, and verify writes from the system of record. This page defines evidence precedence; it does not contain the task's conclusion. Change windows for engineering-portfolio automation: 2026-03-05, 2026-03-07, 2026-03-09, 2026-03-11 at 14:00Z; work outside these windows requires incident-commander approval. Vendor capacity order VEND-35 and change approval CHG-35 are the authoritative records for the cutover capacity plan.\\\", \\\"last_updated_day\\\": 420, \\\"stale\\\": 0}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"page_id\": 14035}, \"error\": null, \"id\": \"item_10\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"page_id\": 14035}, \"error\": null, \"id\": \"item_10\", \"result\": {\"content\": [{\"text\": \"{\\\"page_id\\\": 14035, \\\"space\\\": \\\"OPS\\\", \\\"title\\\": \\\"DOB-035 change-readiness standard for engineering-portfolio automation\\\", \\\"body\\\": \\\"Change-readiness standard for DOB-035 (engineering-portfolio automation), effective under OPS-CONTROL-2026.03. Before the engineering-portfolio automation cutover is declared ready, the production pool must hold 4 healthy serving replicas in every production zone. The zone count and the current pool size are the PagerDuty scale record for PD-DOB-035; replicas reserved for another team's freeze in the Linear capacity register (CAP-35) are not usable. Any shortfall is covered only by confirmed CloudCap capacity (Jira order VEND-35) and becomes effective in the next published change window on the current operating control page. Plan selection: choose the lowest-cost authoris","passed":false,"prompt":"Empty the Backlog before sprint planning. Sprint planning wants the Backlog emptied: move every issue currently in Backlog to Done with a resolution recording why. Issues in any other state are somebody's work in flight and must not be touched. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Use the current records to decide what genuinely belongs in scope, record the supported answer in the existing work item, and leave a result that can be independently audited. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-05. Give the requesting team a supported delivery date based on the real queue and protected commitments, including the cost and authority needed to improve it.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-036-port-close-blocked-issues","latency_ms":431587.3211789949,"output":"{\"answer\": {\"answer\": \"Cleared Blocked: **ENG-3003 → Done**, with resolution **“Superseded by work already in flight.”** Jira confirms **zero Blocked issues**.\\n\\nMei Tanaka remains the owner. All seven In Progress issues, both Backlog issues, and other tracker records are unchanged. Current controls resolved the stale guidance; duplicate identities were documented without creating or moving additional issues.\\n\\nRecorded the portfolio plan against the **2026-03-05** deadline:\\n\\n| Path | Planned completion | Incremental cost | Consequence |\\n|---|---|---:|---|\\n| Standard | March 7 | $0 expedite surcharge | Two days late |\\n| Approved expedited—selected | March 4 | $750 | One day early; reservation preserved |\\n| Early-release exception | March 4, conditional | $1,400 | Requires extra approval and displaces storefront’s reservation; excluded |\\n\\nSaved the structured plan as **DOB-036-capacity-plan** and verified handoff delivery in **#eng** and **case-036-api-gateway**. The obsolete #growth route was corrected. The missing GitHub duplicate target was flagged for Growth.\\n\\nCapacity delivery and per-zone health remain to be verified; the recorded plan does not establish a completed cutover.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a980-4597-7543-ae15-c118389df4d3\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll check the tracker’s authoritative records and the handoff requirements, resolve any cross-system disagreement, then move only the Blocked issues to Done with a superseded resolution. 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Anything sitting in Blocked has been superseded by work already in flight. Move every Blocked issue to Done, recording a resolution that says so. Nothing else moves - In Progress issues are live and Backlog is next sprint's problem. The handoff has to remain sound across tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Resolve the cross-system disagreement before acting, protect unrelated work, and confirm the final record from its authoritative source. The requesting team expects the result through engineering portfolio automation by 2026-03-05. Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"error_rate_reduction","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-049-payments-retry","latency_ms":533931.2748119992,"output":"{\"answer\": {\"answer\": \"**NO-GO: production recovery and cutover readiness remain unverified.**\\n\\nThe supported cause is disabled notification retries: a timeout permanently fails the payment. Repair PR **9203**, merged as **v2.7.1**, enables three total attempts, 2-second timeouts, transient-error filtering, and jitter. CI and 14 isolated safety checks passed, including capture replay and settlement behavior.\\n\\n**Nothing was deployed.** Payments’ last observed error rate remains **4.2%** against **1%**. Dependency fixes for `libpayproc` and `requests` remain in open PR **9204**.\\n\\nThe recorded capacity plan requires nine replicas: ten observed minus two reserved leaves eight, a **one-replica shortfall**.\\n\\n| Plan | Supported capacity completion | Extra cost |\\n|---|---|---:|\\n| Standard delivery | **2026-03-07, 14:00Z** | **$0** |\\n| Expedited delivery | **2026-03-05, 14:00Z** | **$600** |\\n\\nStandard delivery is the cheapest approved plan meeting the recorded cutover date. Team coverage was not confirmed, so that date does not establish execution readiness. Early release of catalog’s reserved capacity costs **$2,000** and remains unapproved; outside-window execution also lacks approval.\\n\\nTask tools exhausted their call budget before staging and production verification. Unrelated production state was untouched.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a986-d197-7df2-84dc-591a94ca1d2f\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll inspect the live payments signals, deployment constraints, and change calendar, then apply the smallest supported repair and verify recovery before making the go-or-no-go call.\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g 'README*' -g '*payments*' -g '*calendar*' -g '*cutover*'\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g 'README*' -g '*payments*' -g '*calendar*' -g '*cutover*'\", \"timeout_sec\": 30}, 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\\\"description\\\": \\\"Payment capture, refunds, and settlement.\\\", \\\"repo_version\\\": \\\"v2.7.0\\\", \\\"production\\\": {\\\"config\\\": {\\\"db_pool_size\\\": \\\"20\\\", \\\"notifications_retry_max_attempts\\\": \\\"0\\\", \\\"notifications_timeout_ms\\\": \\\"30000\\\"}, \\\"dependency\\\": {\\\"libpayproc\\\": \\\"2.3.1\\\", \\\"requests\\\": \\\"2.32.3\\\"}, \\\"module\\\": {\\\"payment_capture\\\": \\\"present\\\", \\\"refund_flow\\\": \\\"present\\\"}, \\\"version\\\": {\\\"current\\\": \\\"v2.7.0\\\"}}, \\\"depends_on\\\": [{\\\"depends_on\\\": \\\"notifications\\\", \\\"kind\\\": \\\"http\\\"}, {\\\"depends_on\\\": \\\"pg-primary\\\", \\\"kind\\\": \\\"database\\\"}], \\\"metrics\\\": {\\\"error_rate_pct\\\": 4.2, \\\"latency_p99_ms\\\": 95.0}, \\\"oncall_engineer\\\": \\\"Diego Ramos\\\"}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"get_service\", \"type\": \"mcp_tool_call\"}, \"type\": 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\\\"day\\\": 271}, {\\\"doc_id\\\": 9614, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Checkout architecture\\\", \\\"service\\\": \\\"checkout\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 198}, {\\\"doc_id\\\": 9615, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Payments settlement pipeline\\\", \\\"service\\\": \\\"payments\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 205}, {\\\"doc_id\\\": 9617, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Loyalty points program\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 288}, {\\\"doc_id\\\": 9619, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-021: Standardize on staged canary deploys\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 174}, {\\\"doc_id\\\": 9620, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-027: Move partner credentials to the secret manager\\\", \\\"service\\\": \\\"payments\\\", \\\"author\\\": \\\"Alex 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\"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la /workspace && find /workspace -maxdepth 3 -type f -not -path '*/.git/*' | head -100\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_8\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":0,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"total 4\\\\ndrwxr-xr-x 1 root root 4096 Sep 16 01:54 .\\\\ndrwxr-xr-x 1 root root  100 Sep 16 09:22 ..\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 40, \"service\": \"payments\"}, \"error\": null, \"id\": \"item_9\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_logs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 40, \"service\": \"payments\"}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"log_id\\\": 9010, \\\"service\\\": \\\"payments\\\", \\\"environment\\\": \\\"production\\\", \\\"level\\\": \\\"ERROR\\\", \\\"message\\\": \\\"ConnectionTimeout calling notifications after 30000ms - request failed permanently (notifications_retry_max_attempts=0, no retry attempted); order marked failed\\\"}, {\\\"log_id\\\": 9011, \\\"service\\\": \\\"payments\\\", \\\"environment\\\": \\\"production\\\", \\\"level\\\": \\\"ERROR\\\", \\\"message\\\": \\\"ConnectionTimeout calling notifications after 30000ms - request failed permanently (notifications_retry_max_attempts=0, no retry attempted); order marked failed\\\"}, {\\\"log_id\\\": 9012, \\\"service\\\": \\\"payments\\\", \\\"environment\\\": \\\"production\\\", \\\"level\\\": \\\"INFO\\\", \\\"message\\\": \\\"startup config: notifications_retry_max_attempts=0 notifications_timeout_ms=30000 db_pool_size=20\\\"}], \\\"count\\\": 3}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_logs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"service\": \"payments\"},","passed":false,"prompt":"Payments error rate breaching the 1% SLO. Payments error_rate_pct is 4.2% against a 1.0% SLO (alarm 9601). Determine which current mechanism actually explains the degradation, choose the smallest supported production repair, and verify that the customer-facing objective recovers. The practical blast radius covers authorization, settlement, retry safety, and duplicate-charge prevention. Protect unrelated production state, handle the material dependency or migration constraint, and verify the result rather than trusting the change record. Operations needs one go-or-no-go call for the change and the 2026-03-07 cutover of payments. Make the go-or-no-go call against the real change window and team availability; state the supported date, the cost of acceleration, and any exception that remains unapproved.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-062-w6-copy-13","latency_ms":424972.92066500086,"output":"{\"answer\": {\"answer\": \"Mirrored all 15 qualifying issues into TKT-9288–TKT-9302 with source citations. Verified no duplicates or out-of-filter copies; existing records are unchanged. Mirrors remain open, awaiting owner triage. #eng was notified and the message verified.\\n\\nRecorded the $1,500 expedited plan for March 4, conditional on capacity readiness by 14:00Z. Fallback: March 7, three days late. Faster exceptions require incident-commander approval.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a98f-1079-7950-a86e-65b71c43844d\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. 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\"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":127,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"github_list_issues\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"number\\\": 4404, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Rate limiter allows bursts above the configured ceiling\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"bug\\\", \\\"created_day\\\": 396}, {\\\"number\\\": 4407, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Refund webhook retried indefinitely on 4xx\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,priority\\\", \\\"created_day\\\": 403}, {\\\"number\\\": 4409, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Dark mode toggle resets on navigation\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,customer-report\\\", \\\"created_day\\\": 410}, {\\\"number\\\": 4411, \\\"repo\\\": \\\"novacart/growth\\\", \\\"title\\\": \\\"Checkout page hangs before redirect\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"enhancement\\\", \\\"created_day\\\": 417}, {\\\"number\\\": 4414, \\\"repo\\\": \\\"novacart/data\\\", \\\"title\\\": \\\"Gateway 502s under sustained load\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"enhancement,priority\\\", \\\"created_day\\\": 400}, {\\\"number\\\": 4417, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Settlement batch size is not configurable\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"chore\\\", \\\"created_day\\\": 407}, {\\\"number\\\": 4418, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Search reindex job has never completed\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"docs\\\", \\\"created_day\\\": 414}, {\\\"number\\\": 4419, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Autocomplete returns deleted products\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,regression\\\", \\\"created_day\\\": 397}, {\\\"number\\\": 4422, \\\"repo\\\": \\\"novacart/growth\\\", \\\"title\\\": \\\"Duplicate charge on retried capture\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"security\\\", \\\"created_day\\\": 404}, {\\\"number\\\": 4424, \\\"repo\\\": \\\"novacart/data\\\", \\\"title\\\": \\\"Upgrade the base image to bookworm\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,priority,customer-report\\\", \\\"created_day\\\": 411}, {\\\"number\\\": 4427, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Stale search results after catalog update\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug\\\", \\\"created_day\\\": 418}, {\\\"number\\\": 4430, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Document the traffic-shift ceiling\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,priority\\\", \\\"created_day\\\": 401}, {\\\"number\\\": 4431, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Cart total rounds incorrectly at 3 decimal places\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"bug,customer-report\\\", \\\"created_day\\\": 408}, {\\\"number\\\": 4432, \\\"repo\\\": \\\"novacart/growth\\\", \\\"title\\\": \\\"Session cookie missing SameSite attribute\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"enhancement\\\", \\\"created_day\\\": 415}, {\\\"number\\\": 4434, \\\"repo\\\": \\\"novacart/data\\\", \\\"title\\\": \\\"Inventory count drifts after partial fulfilment\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"enhancement,priority\\\", \\\"created_day\\\": 398}, {\\\"number\\\": 4436, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Export job writes an empty header row\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"chore\\\", \\\"created_day\\\": 405}, {\\\"number\\\": 4437, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Password reset email links expire too quickly\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"docs\\\", \\\"created_day\\\": 412}, {\\\"number\\\": 4438, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Product images load at full resolution on mobile\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,regression\\\", \\\"created_day\\\": 419}, {\\\"number\\\": 4441, \\\"repo\\\": \\\"novacart/growth\\\", \\\"title\\\": \\\"Analytics rollup double-counts refunded orders\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"security\\\", \\\"created_day\\\": 402}, {\\\"number\\\": 4444, \\\"repo\\\": \\\"novacart/data\\\", \\\"title\\\": \\\"Timezone handling breaks the nightly cutover\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,priority,customer-report\\\", \\\"created_day\\\": 409}, {\\\"number\\\": 4447, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Webhook signature check accepts an empty signature\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"bug\\\", \\\"created_day\\\": 416}, {\\\"number\\\": 4448, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Bulk import silently drops rows over 10k\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,priority\\\", \\\"created_day\\\": 399}, {\\\"number\\\": 4451, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Coupon stacking bypasses the maximum discount\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,customer-report\\\", \\\"created_day\\\": 406}, {\\\"number\\\": 4453, \\\"repo\\\": \\\"novacart/growth\\\", \\\"title\\\": \\\"Search filters reset when paginating\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"enhancement\\\", \\\"created_day\\\": 413}, {\\\"number\\\": 4455, \\\"repo\\\": \\\"novacart/data\\\", \\\"title\\\": \\\"Order confirmation shows the wrong currency symbol\\\", \\\"state\\\": \\\"closed\\\", \\\"labels\\\": \\\"enhancement,priority\\\", \\\"created_day\\\": 396}, {\\\"number\\\": 4458, \\\"repo\\\": \\\"novacart/storefront\\\", \\\"title\\\": \\\"Retry storm when the payment provider is slow\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"chore\\\", \\\"created_day\\\": 403}, {\\\"number\\\": 4461, \\\"repo\\\": \\\"novacart/platform\\\", \\\"title\\\": \\\"Admin audit log is missing actor identity\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"docs\\\", \\\"created_day\\\": 410}, {\\\"number\\\": 4464, \\\"repo\\\": \\\"novacart/commerce\\\", \\\"title\\\": \\\"Feature flag evaluation is not cached per request\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"bug,regression\\\", \\\"created_day\\\": 417}, {\\\"number\\\": 9062, \\\"repo\\\": \\\"novacart/api-gateway\\\", \\\"title\\\": \\\"Operational evidence for DOB-062\\\", \\\"state\\\": \\\"open\\\", \\\"labels\\\": \\\"cross_system,needs-correlation\\\", \\\"created_day\\\": 415}], \\\"count\\\": 29}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"github_list_issues\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_tickets\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"ticket_id\\\": 9101, \\\"key\\\": \\\"ENG-2101\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Payments error rate breaching the 1% SLO\\\", \\\"description\\\": \\\"payments error_rate_pct is 4.2% against a 1.0% SLO (alarm 9601) Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"critical\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"payments\\\"}, {\\\"ticket_id\\\": 9102, \\\"key\\\": \\\"ENG-2102\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Inventory reservations failing under peak traffic\\\", \\\"description\\\": \\\"inventory error_rate_pct is 4.7% against a 1.0% SLO (alarm 9606) and incident 9703 is open Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"high\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"inventory\\\"}, {\\\"ticket_id\\\": 9103, \\\"key\\\": \\\"ENG-2103\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Analytics worker restarting under queue load\\\", \\\"description\\\": \\\"analytics-worker error_rate_pct is 6.0% against a 2.0% SLO (alarm 9609) Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"high\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"analytics-worker\\\"}, {\\\"ticket_id\\\": 9104, \\\"key\\\": \\\"ENG-2104\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Notification delivery failures from hung SMTP calls\\\", \\\"description\\\": \\\"notifications error_rate_pct is 3.6% against a 1.5% SLO (alarm 9608) Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"high\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"notifications\\\"}, {\\\"ticket_id\\\": 9105, \\\"key\\\": \\\"ENG-2105\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Payments: eliminate the permanent-failure path on notification timeouts\\\", \\\"description\\\": \\\"payments error_rate_pct is 4.2% (SLO 1.0%) and the error tracker shows 18k events on 'pay-timeout-01' Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"critical\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"payments\\\"}, {\\\"ticket_id\\\": 9106, \\\"key\\\": \\\"ENG-2106\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Payments waits 30s on the notifications call\\\", \\\"description\\\": \\\"payments waits 30s on the notifications call, far beyond the standard Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"medium\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"payments\\\"}, {\\\"ticket_id\\\": 9107, \\\"key\\\": \\\"ENG-2107\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Checkout waits 8s on the payments call\\\", \\\"description\\\": \\\"checkout waits 8s on the payments call, beyond the standard Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"medium\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"checkout\\\"}, {\\\"ticket_id\\\": 9108, \\\"key\\\": \\\"ENG-2108\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Analytics rollups run in batches large enough to amplify memory pressure\\\", \\\"description\\\": \\\"large rollup batches amplify memory pressure on the consumer Investigate the root cause, ship the fix through the standard workflow, and follow the deployment policy.\\\", \\\"status\\\": \\\"open\\\", \\\"priority\\\": \\\"low\\\", \\\"assignee\\\": \\\"\\\", \\\"service\\\": \\\"analytics-worker\\\"}, {\\\"ticket_id\\\": 9109, \\\"key\\\": \\\"ENG-2201\\\", \\\"type\\\": \\\"bug\\\", \\\"title\\\": \\\"Search p99 latency exceeds the 300ms SLO\\\", \\\"description\\\": \\\"search latency_p99_ms is 850ms against a 300ms SLO (alarm 9602) Investigate the root cause, ship the fix through the standard workflow, and follow the deployment po","passed":false,"prompt":"Mirror the issues that are open and raised on day 404 or later. Every issue that is open and raised on day 404 or later needs a matching ticket on our board, citing the issue number it came from. Nothing outside the filter gets copied. Tell #eng once they are mirrored. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Work from the actual current population rather than a convenient snapshot, preserve out-of-scope records, and verify the delivered outcome. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-04. If the promised date is not credible, record the earliest workable alternative, its schedule variance, and the approval still needed for anything faster.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"latency_optimization","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-076-gateway-pool-reuse","latency_ms":553022.9912689974,"output":"{\"answer\": {\"answer\": \"Identified connection exhaustion caused by disabled upstream reuse. The single-setting repair, PR #9203 / v5.1.1, passed CI and staging.\\n\\n**Production remains unrecovered:** p99 is still **1,030 ms**, above the **250 ms** objective.\\n\\nFor the original release plan:\\n\\n| Option | Planned completion | Extra cost |\\n|---|---|---:|\\n| Standard—recommended | March 7 | $0 |\\n| Expedite | March 4 | $1,500 |\\n| Early reserved-capacity release | March 4, conditional approval | $1,400 |\\n\\nStandard met the recorded deadline while preserving reserved capacity. These are historical plans; **actual completion remains unconfirmed as of September 16, 2026**.\\n\\nThe handoff and public incident status were updated. Tom Becker owns the outstanding unauthenticated-endpoint exceptions; Priya Nair owns the incident and flaky-test follow-up.\\n\\nProduction rollout is blocked by OPS-CONTROL-2026.03’s requirement for incident-commander approval outside its March windows. The approval tool cannot record that exception, and task-tool access subsequently exhausted its budget. Completion requires current authorization and restored tool access, followed by a healthy canary and verified production latency recovery.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a995-7d39-7c72-b177-d129ad53a454\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll inspect the current connection behavior, release constraints, and customer latency signals, then make the smallest supported repair and verify the production result.\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd; rg --files -g 'AGENTS.md' -g '*README*' -g '*release*' -g '*gateway*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd; rg --files -g 'AGENTS.md' -g '*README*' -g '*release*' -g '*gateway*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":127,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"name\": \"api gateway\"}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"resolve_service_alias\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"name\": \"api gateway\"}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"ok\\\": false, \\\"error\\\": \\\"no service matches api gateway; try list_service_aliases()\\\"}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"resolve_service_alias\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"policy_id\\\": 501, \\\"action\\\": \\\"delete_customer_data\\\", \\\"approver_role\\\": \\\"data-protection-officer\\\", \\\"rationale\\\": \\\"irreversible and subject to retention law; no rollback exists\\\"}, {\\\"policy_id\\\": 502, \\\"action\\\": \\\"retire_endpoint_with_live_traffic\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"drops in-flight customer requests; cannot be undone once clients fail\\\"}, {\\\"policy_id\\\": 503, \\\"action\\\": \\\"rotate_production_credential\\\", \\\"approver_role\\\": \\\"security-lead\\\", \\\"rationale\\\": \\\"invalidates every existing session; a mistake locks out production\\\"}, {\\\"policy_id\\\": 504, \\\"action\\\": \\\"force_promote_unhealthy_canary\\\", \\\"approver_role\\\": \\\"incident-commander\\\", \\\"rationale\\\": \\\"knowingly ships a regression to all users\\\"}, {\\\"policy_id\\\": 505, \\\"action\\\": \\\"drop_database_column\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"forward-only migration; the data cannot be recovered after the drop\\\"}], \\\"count\\\": 5}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_5\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_incidents\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_5\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"incident_id\\\": 9701, \\\"severity\\\": \\\"sev1\\\", \\\"title\\\": \\\"API gateway latency surge after v5.1.0 rollout\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}, {\\\"incident_id\\\": 9702, \\\"severity\\\": \\\"sev2\\\", \\\"title\\\": \\\"Checkout error spike since instant_refunds ramp\\\", \\\"service\\\": \\\"checkout\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}, {\\\"incident_id\\\": 9703, \\\"severity\\\": \\\"sev2\\\", \\\"title\\\": \\\"Inventory reservation failures during peak\\\", \\\"service\\\": \\\"inventory\\\", \\\"status\\\": \\\"open\\\", \\\"commander\\\": \\\"\\\"}], \\\"count\\\": 3}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_incidents\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"gateway\"}, \"error\": null, \"id\": \"item_6\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"gateway\"}, \"error\": null, \"id\": \"item_6\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9601, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Deployment policy\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 268}, {\\\"doc_id\\\": 9606, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Incident response\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 271}, {\\\"doc_id\\\": 9608, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"API deprecation\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 259}, {\\\"doc_id\\\": 9619, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-021: Standardize on staged canary deploys\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 174}, {\\\"doc_id\\\": 9621, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-031: Versioned public API (/v1 to /v2 orders)\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 216}, {\\\"doc_id\\\": 9622, \\\"kind\\\": \\\"postmortem\\\", \\\"title\\\": \\\"Postmortem: search cache stampede after index rebuild\\\", \\\"service\\\": \\\"search\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"day\\\": 183}, {\\\"doc_id\\\": 9624, \\\"kind\\\": \\\"api_spec\\\", \\\"title\\\": \\\"Public Orders API\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 265}, {\\\"doc_id\\\": 9625, \\\"kind\\\": \\\"onboarding\\\", \\\"title\\\": \\\"Engineering onboarding: how we ship\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 290}, {\\\"doc_id\\\": 9627, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Observability, SLOs, and alerting\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Alex Osei\\\", \\\"day\\\": 250}, {\\\"doc_id\\\": 9628, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Rollback and recovery\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 273}, {\\\"doc_id\\\": 9629, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"API gateway: routing, traffic weights, and rate limiting\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 209}, {\\\"doc_id\\\": 9630, \\\"kind\\\": \\\"onboarding\\\", \\\"title\\\": \\\"Service catalog and service tiers\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"day\\\": 285}], \\\"count\\\": 12}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la /workspace\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la /workspace\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":0,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"total 4\\\\ndrwxr-xr-x 1 root root 4096 Sep 16 01:54 .\\\\ndrwxr-xr-x 1 root root  100 Sep 16 09:38 ..\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"name\": \"api-gateway\"}, \"error\": null, \"id\": \"item_8\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"resolve_service_alias\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"name\": \"api-gateway\"}, \"error\": null, \"id\": \"item_8\", \"result\": {\"content\": [{\"text\": \"{\\\"canonical\\\": \\\"api-gateway\\\", \\\"aliases\\\": [{\\\"alias\\\": \\\"edge_cache_service\\\", \\\"system\\\": \\\"alertmanager\\\"}, {\\\"alias\\\": \\\"gateway-edge-cache\\\", \\\"system\\\": \\\"grafana\\\"}, {\\\"alias\\\": \\\"api-gateway\\\", \\\"system\\\": \\\"kubernetes\\\"}, {\\\"alias\\\": \\\"edge-gateway\\\", \\\"system\\\": \\\"pagerduty\\\"}, {\\\"alias\\\": \\\"gateway_service\\\", \\\"system\\\": \\\"prometheus\\\"}, {\\\"alias\\\": \\\"Gateway (platform)\\\", \\\"system\\\": \\\"spreadsheet\\\"}]}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"resolve_service_alias\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"service\": \"api-gateway\"}, \"error\": null, \"id\": \"item_9\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"get_service\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"service\": \"api-gateway\"}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"service_id\\\": 9002, \\\"name\\\": \\\"api-gateway\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"go\\\", \\\"description\\\": \\\"Public API edge: routing, auth, rate limiting, traffic weighting.\\\", \\\"repo_version\\\": \\\"v5.1.0\\\", \\\"production\\\": {\\\"config\\\": {\\\"rate_limit_rps\\\": \\\"500\\\", \\\"upstream_pool_reuse\\\": \\\"false\\\"}, \\\"endpoint\\\": {\\\"/internal/debug\\\": \\\"active\\\", \\\"/internal/metrics\\\": \\\"active\\\", \\\"/v1/auth\\\": \\\"active\\\", \\\"/v1/checkout\\\": \\\"active\\\", \\\"/v1/inventory\\\": \\\"active\\\", \\\"/v1/media\\\": \\\"active\\\", \\\"/v1/notify\\\": \\\"active\\\", \\\"/v1/orders\\\": \\\"active\\\", \\\"/v1/search\\\": \\\"active\\\", \\\"/v2/auth\\\": \\\"active\\\", \\\"/v2/checkout\\\": \\\"active\\\", \\\"/v2/inventory\\\": \\\"active\\\", \\\"/v2/media\\\": \\\"active\\\", \\\"/v2/notify\\\": \\\"active\\\", \\\"/v2/orders\\\": \\\"active\\\", \\\"/v2/search\\\": \\\"active\\\"}, \\\"traffic\\\": {\\\"/internal/debug\\\": \\\"0\\\", \\\"/internal/metrics\\\": \\\"0\\\", \\\"/v1/auth\\\": \\\"100\\\", \\\"/v1/checkout\\\": \\\"100\\\", \\\"/v1/inventory\\\": \\\"100\\\", \\\"/v1/media\\\": \\\"100\\\", \\\"/v1/notify\\\": \\\"100\\\", \\\"/v1/orders\\\": \\\"100\\\", \\\"/v1/search\\\": \\\"100\\\", \\\"/v2/auth\\\": \\\"0\\\", \\\"/v2/checkout\\\": \\\"0\\\", \\\"/v2/inventory\\\": \\\"0\\\", \\\"/v2/media\\\": \\\"0\\\", \\\"/v2/notify\\\": \\\"0\\\", \\\"/v2/orders\\\": \\\"0\\\", \\\"/v2/search\\\": \\\"0\\\"}, \\\"version\\\": {\\\"current\\\": \\\"v5.1.0\\\"}}, \\\"depends_on\\\": [{\\\"depends_on\\\": \\\"catalog\\\", \\\"kind\\\": \\\"http\\\"}, {\\\"depends_on\\\": \\\"checkout\\\", \\\"kind\\\": \\\"http\\\"}, {\\\"depends_on\\\": \\\"media-service\\\", \\\"kind\\\": \\\"http\\\"}, {\\\"depends_on\\\": \\\"search\\\", \\\"kind\\\": \\\"http\\\"}], \\\"metrics\\\": {\\\"error_rate_pct\\\": 0.2, \\\"latency_p99_ms\\\": 1030.0}, \\\"oncall_engineer\\\": \\\"Priya Nair\\\"}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"get_","passed":false,"prompt":"API gateway holds a new upstream connection per request. Steady traffic drives the connection count upward until request latency degrades. Determine which current mechanism actually explains the degradation, choose the smallest supported production repair, and verify that the customer-facing objective recovers. The next owner needs this settled across edge routing, partner request compatibility, authentication policy, and public latency exposure. Complete the production outcome without broadening scope, confirm the relevant health signal, and communicate any exception that still needs ownership. The supported change is supposed to take API gateway through its 2026-03-07 release window. Give the release owner an honest completion date and show whether the normal path, paid expedite, or a governed exception best protects customers and rollback safety.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-081-backorders","latency_ms":455303.1608579986,"output":"{\"answer\": {\"answer\": \"**NO-GO for the backorders rollout and declaring the March 8 cutover ready.**\\n\\nInventory produces `backorder_queue`; checkout consumes it through `backorder_flow`; storefront consumes checkout’s result through `backorder_banner`. Diego Ramos owns inventory/checkout readiness; Mei Tanaka is assigned the cross-service feature.\\n\\nThe blocking evidence is:\\n\\n- `0034_backorders` is unapplied in both environments, and its SQL is unavailable for compatibility review.\\n- Inventory has blocked storage and migrator pods, only 1/2 replicas ready, and conflicting deployed-version records.\\n- Checkout has unschedulable replicas and remains above its latency SLO. Payments and gateway also breach relevant SLOs.\\n\\nCapacity alone can meet the commitment. PD-DOB-081 records five replicas across two zones; CAP-81 reserves three, leaving two usable against four required. VEND-81 confirms the missing two. Choose **standard delivery, $0 incremental**: March 5 if available before the window, otherwise March 7 at 14:00Z. CHG-81 approves this plan; it does **not** approve releasing reserved capacity or working outside published windows.\\n\\nI disabled production `instant_refunds`; checkout errors fell from **5.5% to 0.3%**. Alert 9603 is resolved and incident 9702 is mitigated. This is containment. Durable inventory repair PR **9203** is open, untested and unmerged.\\n\\nThe safe release sequence remains reviewed compatible schema → healthy inventory producer → checkout → storefront, with identical-version staging, healthy tier-1 canaries and guarded enablement. Rollback must stop consumer admission first, preserve accepted backorders and retain the forward-only schema.\\n\\nNo firm alternative release date is defensible until those blockers clear. March 9 at 14:00Z is the first listed post-cutover window, conditional on readiness. Actual execution now requires refreshed approval records because the supplied March windows have elapsed.\\n\\nThe tool-call limit prevented saving the handoff, submitting the capacity reconciliation and updating DOB-081 to Blocked. No backorder deployment occurred; this response records the incomplete state and next-owner gates.\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a99e-003a-7ea3-a828-f5a00de46137\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll check the repository and operating records for schema readiness, dependencies, approvals, and rollout timing, then make one go-or-no-go call and record the decision and handoff.\\n\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*backorder*' -g '*cutover*' -g 'README*' -g '*release*' -g '*rollout*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*backorder*' -g '*cutover*' -g 'README*' -g '*release*' -g '*rollout*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":127,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"backorder\"}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"backorder\"}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [], \\\"count\\\": 0}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"cutover\"}, \"error\": null, \"id\": \"item_4\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"cutover\"}, \"error\": null, \"id\": \"item_4\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9619, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-021: Standardize on staged canary deploys\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 174}, {\\\"doc_id\\\": 9621, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-031: Versioned public API (/v1 to /v2 orders)\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 216}], \\\"count\\\": 2}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_5\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_5\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"policy_id\\\": 501, \\\"action\\\": \\\"delete_customer_data\\\", \\\"approver_role\\\": \\\"data-protection-officer\\\", \\\"rationale\\\": \\\"irreversible and subject to retention law; no rollback exists\\\"}, {\\\"policy_id\\\": 502, \\\"action\\\": \\\"retire_endpoint_with_live_traffic\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"drops in-flight customer requests; cannot be undone once clients fail\\\"}, {\\\"policy_id\\\": 503, \\\"action\\\": \\\"rotate_production_credential\\\", \\\"approver_role\\\": \\\"security-lead\\\", \\\"rationale\\\": \\\"invalidates every existing session; a mistake locks out production\\\"}, {\\\"policy_id\\\": 504, \\\"action\\\": \\\"force_promote_unhealthy_canary\\\", \\\"approver_role\\\": \\\"incident-commander\\\", \\\"rationale\\\": \\\"knowingly ships a regression to all users\\\"}, {\\\"policy_id\\\": 505, \\\"action\\\": \\\"drop_database_column\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"forward-only migration; the data cannot be recovered after the drop\\\"}], \\\"count\\\": 5}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 60}, \"error\": null, \"id\": \"item_6\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_messages\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 60}, \"error\": null, \"id\": \"item_6\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"message_id\\\": 10, \\\"channel\\\": \\\"case-081-storefront-web\\\", \\\"author\\\": \\\"customer-success\\\", \\\"body\\\": \\\"The storefront-web cutover is committed for 2026-03-08; please state in the handoff whether the capacity plan lands on time and what it costs.\\\"}, {\\\"message_id\\\": 9, \\\"channel\\\": \\\"case-081-storefront-web\\\", \\\"author\\\": \\\"former-owner\\\", \\\"body\\\": \\\"I would follow OPS-CONTROL-2025.11, but that note may be stale. No one has verified it against today's state.\\\"}, {\\\"message_id\\\": 8, \\\"channel\\\": \\\"case-081-storefront-web\\\", \\\"author\\\": \\\"on-call\\\", \\\"body\\\": \\\"For storefront-web, the first signal may be symptomatic. Check the linked records before changing production.\\\"}, {\\\"message_id\\\": 7, \\\"channel\\\": \\\"case-081-storefront-web\\\", \\\"author\\\": \\\"release-manager\\\", \\\"body\\\": \\\"Please resolve DOB-081. The Jira state is only intake; confirm the live systems.\\\"}, {\\\"message_id\\\": 6, \\\"channel\\\": \\\"#security\\\", \\\"author\\\": \\\"Jordan Blake\\\", \\\"body\\\": \\\"Scanner run complete: 3 open findings across payments, checkout, catalog.\\\"}, {\\\"message_id\\\": 5, \\\"channel\\\": \\\"#deploys\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"body\\\": \\\"api-gateway v5.1.0 promoted to production.\\\"}, {\\\"message_id\\\": 4, \\\"channel\\\": \\\"#eng\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"body\\\": \\\"Reminder: deployment policy = staging first; tier-1 canary at 25% then promote.\\\"}, {\\\"message_id\\\": 3, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Alex Osei\\\", \\\"body\\\": \\\"Incident 9703 (sev2): inventory reservations timing out at peak; pool looks undersized.\\\"}, {\\\"message_id\\\": 2, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"body\\\": \\\"Incident 9702 (sev2): checkout error rate tracks the instant_refunds ramp exactly.\\\"}, {\\\"message_id\\\": 1, \\\"channel\\\": \\\"#incidents\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"body\\\": \\\"Declared incident 9701 (sev1): api-gateway p99 through the roof since the v5.1.0 promote.\\\"}], \\\"count\\\": 10}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_messages\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la /workspace && find /workspace -name AGENTS.md -o -iname '*backorder*' -o -iname '*cutover*' -o -iname '*control*'\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"ls -la /workspace && find /workspace -name AGENTS.md -o -iname '*backorder*' -o -iname '*cutover*' -o -iname '*control*'\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_7\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":0,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"total 4\\\\ndrwxr-xr-x 1 root root 4096 Sep 16 01:54 .\\\\ndrwxr-xr-x 1 root root  100 Sep 16 09:47 ..\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"key\": \"DOB-081\"}, \"error\": null, \"id\": \"item_8\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"jira_get_issue\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"key\": \"DOB-081\"}, \"error\": null, \"id\": \"item_8\", \"result\": {\"content\": [{\"text\": \"{\\\"key\\\": \\\"DOB-081\\\", \\\"project\\\": \\\"DOB\\\", \\\"summary\\\": \\\"ENG-2603 — Roll out backorders across inventory, checkout and storefront-web Ship: module backorder_queue in inventory (needs migration 0034_backorders), module backorder_flow in c\\\", \\\"issue_type\\\": \\\"Task\\\", \\\"status\\\": \\\"In Progress\\\", \\\"resolution\\\": \\\"\\\", \\\"priority\\\": \\\"High\\\", \\\"component\\\": \\\"storefront-web\\\", \\\"assignee\\\": \\\"on-call\\\", \\\"created_day\\\": 414, \\\"updated_day\\\": 420, \\\"links\\\": [{\\\"target\\\": \\\"GH-9081\\\", \\\"kind\\\": \\\"relates\\\"}]}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"jira_get_issue\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"service\": \"inventory\"}, \"error\": null, \"id\": \"item_9\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"get_service\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"service\": \"inventory\"}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"service_id\\\": 9008, \\\"name\\\": \\\"inventory\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"java\\\", \\\"description\\\": \\\"Stock levels, reservations, and warehouse sync.\\\", \\\"repo_version\\\": \\\"v4.3.1\\\", \\\"production\\\": {\\\"config\\\": {\\\"db_pool_size\\\": \\\"5\\\", \\\"reservation_timeout_ms\\\": \\\"2000\\\"}, \\\"module\\\": {\\\"stock_ledger\\\": \\\"present\\\"}, \\\"version\\\": {\\\"current\\\": \\\"v4.3.1\\\"}}, \\\"depends_on\\\": [{\\\"depends_on\\\": \\\"pg-primary\\\", \\\"kind\\\": \\\"database\\\"}], \\\"metrics\\\": {\\\"error_rate_pct\\\": 4.7, \\\"latency_p99_ms\\\": 160.0}, \\\"oncall_engineer\\\": \\\"Diego Ramos\\\"}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"","passed":false,"prompt":"Roll out backorders across inventory, checkout and storefront-web. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The service owner is accountable for producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Distinguish urgent containment from durable repair, account for rollback safety, and leave an auditable completion record for the next owner. Operations needs one go-or-no-go call for the change and the 2026-03-08 cutover of storefront web. If the committed window will slip, identify the binding constraint and the earliest defensible alternative rather than taking another team's reserved slot.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-085-notification-templates","latency_ms":546750.0728860032,"output":"{\"answer\": {\"answer\": \"**NO-GO for production rollout and cutover readiness.** The capacity plan meets March 9, but live health and rollback gates remain unresolved.\\n\\n- **Completed:** notifications `template_v2` and its timeout fix reached staging as `v1.4.10`. Payments PRs **9204/9206** remain open. All four PRs passed CI; 11 focused retry/timeout checks passed.\\n- **Blocked:** payments errors are **4.2%** against a **1%** SLO; notifications errors are **3.6%** against **1.5%**. Notifications runs image `v1.9.4`, while release records report `v1.4.8`. Receipt deduplication, independent payments review, and three healthy serving replicas per zone remain unverified.\\n\\nThe selected capacity plan is:\\n\\n| Item | Recorded decision |\\n|---|---|\\n| Rollout window | **2026-03-08, 14:00Z** |\\n| Cutover | 2026-03-09 |\\n| Schedule variance | **−1 day; ON_TIME** |\\n| Capacity | 9 required; 10 observed minus 2 reserved = 8 usable; request 1 |\\n| Incremental cost | **$0**, standard delivery March 6 |\\n| Approval basis | **CHG-85 Done/Approved**, **VEND-85 Done/Confirmed**, current control **OPS-CONTROL-2026.03** |\\n\\nExpediting would land March 5 for **$750**, without improving cutover compliance. The tempting early release of reserved capacity would cost **$1,200** and needs incident-commander approval that CHG-85 explicitly excludes.\\n\\nNo migration is declared for either feature. Notifications provides the template capability; payments consumes it while producing receipt requests. Deploy and verify notifications first, then stage payments and use a **10% canary**, assessing health before promotion. Roll back payments before notifications, preserving support for queued receipts. Owners are **platform/Priya Nair** and **team-payments/Diego Ramos**.\\n\\nEvidence remains in PRs **9203–9206**, CI runs **13–17**, staging deployments **9273–9274**, and the workspace checks. The task tool budget was exhausted before the required capacity-plan submission and final handoff could be saved. **Production was not changed.**\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a9a4-df0c-7ec0-b4ef-6bfbc25fe7c6\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll trace the receipt producers and consumers, check the operating records and approvals, and use that evidence to carry out the authorized rollout with a recoverable handoff.\\n\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd\"}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd\"}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":0,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"rg --files -g 'AGENTS.md' -g '*receipt*' -g '*cutover*' -g '*rollout*' -g 'README*' -g '*approval*' .\", \"timeout_sec\": 20}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"rg --files -g 'AGENTS.md' -g '*receipt*' -g '*cutover*' -g '*rollout*' -g 'README*' -g '*approval*' .\", \"timeout_sec\": 20}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":127,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_4\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"policy_id\\\": 501, \\\"action\\\": \\\"delete_customer_data\\\", \\\"approver_role\\\": \\\"data-protection-officer\\\", \\\"rationale\\\": \\\"irreversible and subject to retention law; no rollback exists\\\"}, {\\\"policy_id\\\": 502, \\\"action\\\": \\\"retire_endpoint_with_live_traffic\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"drops in-flight customer requests; cannot be undone once clients fail\\\"}, {\\\"policy_id\\\": 503, \\\"action\\\": \\\"rotate_production_credential\\\", \\\"approver_role\\\": \\\"security-lead\\\", \\\"rationale\\\": \\\"invalidates every existing session; a mistake locks out production\\\"}, {\\\"policy_id\\\": 504, \\\"action\\\": \\\"force_promote_unhealthy_canary\\\", \\\"approver_role\\\": \\\"incident-commander\\\", \\\"rationale\\\": \\\"knowingly ships a regression to all users\\\"}, {\\\"policy_id\\\": 505, \\\"action\\\": \\\"drop_database_column\\\", \\\"approver_role\\\": \\\"service-owner\\\", \\\"rationale\\\": \\\"forward-only migration; the data cannot be recovered after the drop\\\"}], \\\"count\\\": 5}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_approval_policy\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"receipt\"}, \"error\": null, \"id\": \"item_5\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 30, \"query\": \"receipt\"}, \"error\": null, \"id\": \"item_5\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9612, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Queue consumer tuning\\\", \\\"service\\\": \\\"notifications\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 226}, {\\\"doc_id\\\": 9615, \\\"kind\\\": \\\"design_doc\\\", \\\"title\\\": \\\"Payments settlement pipeline\\\", \\\"service\\\": \\\"payments\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 205}], \\\"count\\\": 2}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_6\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_services\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {}, \"error\": null, \"id\": \"item_6\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"service_id\\\": 9001, \\\"name\\\": \\\"storefront-web\\\", \\\"kind\\\": \\\"frontend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"typescript\\\", \\\"description\\\": \\\"Customer-facing storefront (Next.js): browse, cart, checkout UI.\\\", \\\"repo_version\\\": \\\"v3.2.4\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v3.2.4\\\", \\\"production_version\\\": \\\"v3.2.4\\\"}, {\\\"service_id\\\": 9002, \\\"name\\\": \\\"api-gateway\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"go\\\", \\\"description\\\": \\\"Public API edge: routing, auth, rate limiting, traffic weighting.\\\", \\\"repo_version\\\": \\\"v5.1.0\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v5.1.0\\\", \\\"production_version\\\": \\\"v5.1.0\\\"}, {\\\"service_id\\\": 9003, \\\"name\\\": \\\"catalog\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product catalog, pricing, and merchandising.\\\", \\\"repo_version\\\": \\\"v1.9.2\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v1.9.2\\\", \\\"production_version\\\": \\\"v1.9.2\\\"}, {\\\"service_id\\\": 9004, \\\"name\\\": \\\"checkout\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Cart and checkout orchestration.\\\", \\\"repo_version\\\": \\\"v2.6.3\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v2.6.3\\\", \\\"production_version\\\": \\\"v2.6.3\\\"}, {\\\"service_id\\\": 9005, \\\"name\\\": \\\"payments\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 1, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Payment capture, refunds, and settlement.\\\", \\\"repo_version\\\": \\\"v2.7.0\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v2.7.0\\\", \\\"production_version\\\": \\\"v2.7.0\\\"}, {\\\"service_id\\\": 9006, \\\"name\\\": \\\"notifications\\\", \\\"kind\\\": \\\"worker\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Email/SMS/push notification delivery.\\\", \\\"repo_version\\\": \\\"v1.4.8\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v1.4.8\\\", \\\"production_version\\\": \\\"v1.4.8\\\"}, {\\\"service_id\\\": 9007, \\\"name\\\": \\\"search\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product search and ranking.\\\", \\\"repo_version\\\": \\\"v3.0.5\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v3.0.5\\\", \\\"production_version\\\": \\\"v3.0.5\\\"}, {\\\"service_id\\\": 9008, \\\"name\\\": \\\"inventory\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"commerce\\\", \\\"tier\\\": 2, \\\"language\\\": \\\"java\\\", \\\"description\\\": \\\"Stock levels, reservations, and warehouse sync.\\\", \\\"repo_version\\\": \\\"v4.3.1\\\", \\\"oncall_engineer\\\": \\\"Diego Ramos\\\", \\\"staging_version\\\": \\\"v4.3.1\\\", \\\"production_version\\\": \\\"v4.3.1\\\"}, {\\\"service_id\\\": 9009, \\\"name\\\": \\\"media-service\\\", \\\"kind\\\": \\\"backend\\\", \\\"team\\\": \\\"growth\\\", \\\"tier\\\": 3, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Product imagery and video delivery from the object store.\\\", \\\"repo_version\\\": \\\"v0.9.4\\\", \\\"oncall_engineer\\\": \\\"Mei Tanaka\\\", \\\"staging_version\\\": \\\"v0.9.4\\\", \\\"production_version\\\": \\\"v0.9.4\\\"}, {\\\"service_id\\\": 9010, \\\"name\\\": \\\"analytics-worker\\\", \\\"kind\\\": \\\"worker\\\", \\\"team\\\": \\\"platform\\\", \\\"tier\\\": 3, \\\"language\\\": \\\"python\\\", \\\"description\\\": \\\"Consumes the event queue and builds analytics rollups.\\\", \\\"repo_version\\\": \\\"v2.1.7\\\", \\\"oncall_engineer\\\": \\\"Priya Nair\\\", \\\"staging_version\\\": \\\"v2.1.7\\\", \\\"production_version\\\": \\\"v2.1.7\\\"}], \\\"count\\\": 10}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"list_services\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 80}, \"error\": null, \"id\": \"item_7\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"list_messages\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 80}, \"error\": null, \"id\": \"item_7\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"message_id\\\": 10, \\\"channel\\\": \\\"case-085-payments\\\", \\\"author\\\": \\\"customer-success\\\", \\\"body\\\": \\\"The payments cutover is committed for 2026-03-09; please state in the handoff whether the capacity plan lands on time and what it costs.\\\"}, {\\\"message_id\\\": 9, \\\"channel\\\": \\\"case-085-payments\\\", \\\"author\\\": \\\"former-owner\\\", \\\"body\\\": \\\"I would follow OPS-CONTROL-2025.11, but that note may be stale. No one has verified it against today's state.\\\"}, {\\\"message_id\\\": 8, \\\"channel\\\": \\\"case-085-payments\\\", \\\"author\\\": \\\"on-call\\\", \\\"body\\\": \\\"For payments, the first signal may be symptomatic. Check the linked records before changing production.\\\"}, {\\\"message_id\\\": 7, \\\"channel\\\": \\\"case-085-payments\\\", \\\"author\\\": \\\"release-manager\\\", \\\"body\\\": \\\"Please resolve DOB-085. The Jira state is only intake; confirm the live systems.\\\"}, {\\\"message_id\\\": 6, \\\"channel\\\": \\\"#security\\\", \\\"author\\\": \\\"Jordan Blake\\\", \\\"body\\\": \\\"Scanner run complete: 3 open findings across payments, checkout, catalog.\\\"}, {\\\"message_id\\\": 5, \\\"channel\\\": \\\"#deploys\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"body\\\": \\\"api-gateway v5.1.0 promoted to production.\\\"}, {\\\"message_id\\\": 4, \\\"channel\\\": \\\"#eng\\\", \\\"author\\\": \\\"Mei Tanaka\\\", \\\"body\\\": \\\"Reminder: deployment policy = staging fi","passed":false,"prompt":"Roll out templated receipts across notifications and payments. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The handoff has to remain sound across producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Account for affected consumers and current authorization, carry the change through in a recoverable way, and leave enough evidence for independent review. Operations needs one go-or-no-go call for the change and the 2026-03-09 cutover of payments. Record the chosen rollout date, schedule variance, incremental cost, and approval basis, along with the tempting option the current authority does not support.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"reconciliation","cost_usd":null,"evidence":[],"failure_mode":"error","id":"dob100-089-rcn-customer-facing-incidents","latency_ms":222296.1580150004,"output":"{\"answer\": {\"answer\": \"\", \"auth\": \"chatgpt_subscription\", \"cli_version\": \"0.154.0\", \"events\": [{\"thread_id\": \"01a0a9ad-3f08-7ae3-98da-719e0711308f\", \"type\": \"thread.started\"}, {\"item\": {\"id\": \"item_0\", \"message\": \"Under-development features enabled: skip_host_skill_discovery. Under-development features are incomplete and may behave unpredictably. To suppress this warning, set `suppress_unstable_features_warning = true` in /home/runner/.codex/config.toml.\", \"type\": \"error\"}, \"type\": \"item.completed\"}, {\"type\": \"turn.started\"}, {\"item\": {\"id\": \"item_1\", \"text\": \"I’ll check the reporting rules and incident evidence, reconcile the count for days 414–420, then record and verify the result and the review-timing decision.\", \"type\": \"agent_message\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*report*' -g '*README*' -g '*review*' -g '*portfolio*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"command\": \"pwd && rg --files -g 'AGENTS.md' -g '*report*' -g '*README*' -g '*review*' -g '*portfolio*' .\", \"timeout_sec\": 30}, \"error\": null, \"id\": \"item_2\", \"result\": {\"content\": [{\"text\": \"{\\\"exit_code\\\":127,\\\"stderr\\\":\\\"bash: line 1: rg: command not found\\\\n\\\",\\\"stdout\\\":\\\"/workspace\\\\n\\\",\\\"termination\\\":null,\\\"truncated\\\":false}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"failed\", \"tool\": \"execute\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"limit\": 100, \"query\": \"report\"}, \"error\": null, \"id\": \"item_3\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"search_docs\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"limit\": 100, \"query\": \"report\"}, \"error\": null, \"id\": \"item_3\", \"result\": {\"content\": [{\"text\": \"{\\\"rows\\\": [{\\\"doc_id\\\": 9601, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Deployment policy\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 268}, {\\\"doc_id\\\": 9602, \\\"kind\\\": \\\"policy\\\", \\\"title\\\": \\\"Database migration policy\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Diego Ramos\\\", \\\"day\\\": 254}, {\\\"doc_id\\\": 9609, \\\"kind\\\": \\\"runbook\\\", \\\"title\\\": \\\"Security response\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Alex Osei\\\", \\\"day\\\": 263}, {\\\"doc_id\\\": 9619, \\\"kind\\\": \\\"adr\\\", \\\"title\\\": \\\"ADR-021: Standardize on staged canary deploys\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 174}, {\\\"doc_id\\\": 9624, \\\"kind\\\": \\\"api_spec\\\", \\\"title\\\": \\\"Public Orders API\\\", \\\"service\\\": \\\"api-gateway\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 265}, {\\\"doc_id\\\": 9625, \\\"kind\\\": \\\"onboarding\\\", \\\"title\\\": \\\"Engineering onboarding: how we ship\\\", \\\"service\\\": \\\"\\\", \\\"author\\\": \\\"Priya Nair\\\", \\\"day\\\": 290}], \\\"count\\\": 6}\", 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\"id\": \"item_7\", \"result\": {\"content\": [{\"text\": \"{\\\"page_id\\\": 10089, \\\"space\\\": \\\"OPS\\\", \\\"title\\\": \\\"DOB-089 current operating control\\\", \\\"body\\\": \\\"Control OPS-CONTROL-2026.03 is effective for DOB-089 and supersedes OPS-CONTROL-2025.11. Establish identity across Jira and the linked GitHub issue, compare the case-room report with live operational records, follow task-specific approval and rollout controls, and verify writes from the system of record. This page defines evidence precedence; it does not contain the task's conclusion. Change windows for operational-reporting job: 2026-03-05, 2026-03-07, 2026-03-09, 2026-03-11 at 14:00Z; work outside these windows requires incident-commander approval. Vendor capacity order VEND-89 and change approval CHG-89 are the authoritative records for the cutover capacity plan.\\\", \\\"last_updated_day\\\": 420, \\\"stale\\\": 0}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"page_id\": 8003}, \"error\": null, \"id\": \"item_8\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"page_id\": 8003}, \"error\": null, \"id\": \"item_8\", \"result\": {\"content\": [{\"text\": \"{\\\"page_id\\\": 8003, \\\"space\\\": \\\"ENG\\\", \\\"title\\\": \\\"Weekly reporting conventions\\\", \\\"body\\\": \\\"Engineering weekly reports run Monday to Sunday, ISO-8601 week numbering, in UTC. Note that the service-owner spreadsheet uses a Sunday start and will disagree by one day at the boundary.\\\", \\\"last_updated_day\\\": 401, \\\"stale\\\": 0}\", \"type\": \"text\"}], \"structured_content\": null}, \"server\": \"task\", \"status\": \"completed\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.completed\"}, {\"item\": {\"arguments\": {\"page_id\": 14089}, \"error\": null, \"id\": \"item_9\", \"result\": null, \"server\": \"task\", \"status\": \"in_progress\", \"tool\": \"confluence_get_page\", \"type\": \"mcp_tool_call\"}, \"type\": \"item.started\"}, {\"item\": {\"arguments\": {\"page_id\": 14089}, \"error\": null, \"id\": \"item_9\", \"result\": {\"content\": [{\"text\": \"{\\\"page_id\\\": 14089, \\\"space\\\": \\\"OPS\\\", \\\"title\\\": \\\"DOB-089 change-readiness standard for operational-reporting job\\\", \\\"body\\\": \\\"Change-readiness standard for DOB-089 (operational-reporting job), effective under OPS-CONTROL-2026.03. Before the operational-reporting job cutover is declared ready, the production pool must hold 4 healthy serving replicas in every production zone. The zone count and the current pool size are the PagerDuty scale record for PD-DOB-089; replicas reserved for another team's freeze in the Linear capacity register (CAP-89) are not usable. Any shortfall is covered only by confirmed CloudCap capacity (Jira order VEND-89) and becomes effective in the next published change window on the current operating control page. Plan selection: choose the lowest-cost authorised plan whose completion is on or before the customer cutover date published on the status page; if no authorised plan meets it, choose the earliest authorised plan and report the shortfall honestly as LATE. Releasing reserved capacity or working outside a change window needs incident-commander approval beyond change approval CHG-89. Record the plan as the reconciliation answer to question DOB-089-capacity-plan: a JSON object with the keys business_need_date, replicas_per_zone, production_zones, required_replicas, observed_replicas, reserved_replicas, usable_replicas, replica_gap, quantity_unit, standard_capacity_date, expedited_capacity_date, capacity_request_replicas, next_change_window, standard_plan_completion, expedited_plan_completion, reserved_release_completion, recommended_option, recommended_outcome_date, recommended_incremental_cost_usd, escalation_approval_required, approval_reference, outcome_vs_control_days, decision_timing_status. Dates are ISO (YYYY-MM-DD); the unit is 'replicas'; escalation_approval_required is 1 when a listed plan needs approval beyond the change approval; outcome_vs_control_days is completion minus cutover (positive means late); decision_timing_status is ON","passed":null,"prompt":"How many customer-facing incidents in the last 7 days? Leadership wants the number of customer-facing incidents over the last 7 days (today is day 420, so days 414-420 inclusive). Reconcile the governing definition, time window, identities, and conflicting systems; give the supported answer and explain every material exclusion or unresolved ambiguity. For operational reporting portfolio, a credible answer has to reconcile the governing definition, source precedence, reporting window, duplicate treatment, and the decision made from the reconciled result. Turn the fragmented operating evidence into one defensible result, carry through any justified write, and reopen it to verify persistence. The reconciled answer is due in the 2026-03-09 operating review for operational reporting job. Record whether the normal cycle meets the window, the constraint that governs it, and the consequences of waiting, expediting, or seeking broader authority.\n","reason":"Model execution did not complete; see retained trajectory","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Model execution did not complete; see retained trajectory","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"error","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."}]},{"agent":{"id":"8702d68e49b07307c838a2094592c209b431f0c24df00401c6ec6d18044660b8","model":"claude-sonnet-5","name":"Claude subscription"},"benchmark":{"id":"devopsbench-100","name":"DevOpsBench-100","official_tasks":100,"version":"3.2.7:revision8:pilot-1:09fa6e0c38eedf4223f9262166bfac29c9497080e2b575374b0474ca9b7ecfb2"},"budget":"600s/task; 100 max turns; no automatic retries","environment":"GKE gVisor; images pinned in manifest","evaluator":"Native + configured rubric/vision; 1692eac726f56d596cbfd3a15a5ae670811556900f661efb2974cda3889d340c","expected_tasks":10,"finished_at":"2026-09-16T10:26:15.055087+00:00","id":"br-8660e046ae07a0ac8eebdb65880598fa:claude","notes":"The report preview shortens long outputs. 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This diagnosis will decide whether checkout enters recovery on 2026-03-06. Say whether the date holds against current on-call commitments and change windows, what a sanctioned acceleration costs, and which faster route still lacks authority.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"aiops_localization","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-014-localize-checkout-latency","latency_ms":602668.1327080005,"output":"null","passed":null,"prompt":"Alarm 9610 (checkout latency). The label attached to the alarm may describe where the symptom was noticed rather than the component or runtime condition that actually caused it. The decision must hold across the upstream-to-downstream dependency direction, the contract at each service boundary, ownership, recoverability, and end-to-end health. Give the next shift a defensible finding and make clear which current observations rule out the most tempting alternative explanations. This diagnosis will decide whether payments enters recovery on 2026-03-06. Turn the finding into a recovery promise the next shift can defend: supported date, schedule variance, cost, approval basis, and the consequence of waiting.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-035-port-close-backlog-issues","latency_ms":602707.7045819969,"output":"null","passed":null,"prompt":"Empty the Backlog before sprint planning. Sprint planning wants the Backlog emptied: move every issue currently in Backlog to Done with a resolution recording why. Issues in any other state are somebody's work in flight and must not be touched. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Use the current records to decide what genuinely belongs in scope, record the supported answer in the existing work item, and leave a result that can be independently audited. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-05. Give the requesting team a supported delivery date based on the real queue and protected commitments, including the cost and authority needed to improve it.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-036-port-close-blocked-issues","latency_ms":449806.14191800123,"output":"{\"answer\": {\"answer\": \"## Summary\\n\\n**Scope check.** Queried Jira for `status=Blocked` across all projects (and re-confirmed with an explicit high limit and per-project sweeps): exactly **one** issue was in Blocked — `ENG-3003` \\\"Search returns stale results after reindex\\\" (component: search, assignee: Mei Tanaka). Nothing else qualified.\\n\\n**Cross-system disagreement, resolved before acting.** `ENG-3003` carried two `duplicates` links (the only place trackers are reconciled): to `GRW-91` (Linear, Growth/Discovery Squad) and to bare `4402`. I checked every GitHub repo (storefront, platform, commerce, growth, data, api-gateway) — issue `4402` does not exist anywhere. Only `GRW-91` is a real, verifiable superseding record, so I closed against that and explicitly flagged the dangling `4402` link rather than citing it as corroboration.\\n\\n**Ownership.** Jira assignee (Mei Tanaka) matches the `search` service's on-call engineer and team (growth) from `get_service` — consistent, so it was left untouched.\\n\\n**Action taken.** `jira_transition_issue(ENG-3003, status=Done, resolution=\\\"Superseded — duplicate of GRW-91 ... \\\")` — set status *and* resolution together, per the tool's own warning that Done without a resolution doesn't mean fixed.\\n\\n**Confirmed from authoritative source.** Re-read via `jira_get_issue(\\\"ENG-3003\\\")` (not the search index): `status=Done`, resolution recorded as above. Re-ran `status=Blocked` → 0 rows (column clear). Re-listed `In Progress` (7 issues incl. DOB-036) and `Backlog` (ENG-2203, ENG-3001) — identical to before the change, confirming nothing else moved.\\n\\n**Communication.** The service-owner spreadsheet named `#growth` as Search's channel, but that channel doesn't exist (stale row, last reviewed day 210) — posted the handoff notice to `#eng` instead, telling Growth/Discovery Squad that `GRW-91` is now the sole live tracker, flagging the broken `4402` link for cleanup, and stating explicitly that no other ticket was touched.\\n\\n**Unrelated work protected.** `DOB-036` (In Progress, api-gateway) has a summary that literally echoes this task's instructions, and sits in a cluster with `CAP-36` (Linear), `CHG-36`, `VEND-36` (Jira, both already Done) about a capacity order for something called \\\"engineering-portfolio automation.\\\" I verified via `list_services` and `k8s_deployments_list` that no such service actually exists/runs — it's a paper change-management thread, not infrastructure I could or should touch. `DOB-036` stays In Progress, untouched, per \\\"nothing else moves.\\\" The unrelated `checkout`/`inventory`/`analytics-worker` replica shortfalls surfaced by that check were left alone as out of scope.\\n\\n**Requested comparison (normal / accelerated / exception), from CHG-36 + VEND-36 + CAP-36:**\\n- **Normal handoff** — standard CloudCap delivery, lands 2026-03-05 (VEND-36): meets the stated deadline exactly, pre-approved under CHG-36's published change window, no cost beyond the base $750 order, touches no one else's reservation. This is the correct path.\\n- **Approved acceleration** — expedited CloudCap delivery, lands 2026-03-04 for +$750 extra: still within CHG-36's approved window and displaces nothing, but buys only one day earlier than a delivery that already meets deadline — spend without benefit here.\\n- **Exception path** — early release of the storefront-web freeze reservation (CAP-36): needs incident-commander approval, costs $1,400, and CHG-36 explicitly states \\\"releasing reserved capacity or executing outside a window is not approved.\\\" It would also displace storefront-web's freeze reservation directly. Correctly not taken.\\n\\nSince clearing the Blocked column required no capacity or deployment at all — just a Jira transition — the actual work here needed none of these three paths; it was done directly, today, displacing nothing. 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\"thinking\": \"\", \"type\": \"thinking\"}], \"context_management\": null, \"diagnostics\": null, \"id\": \"msg_011Cf6twsfaotBrpFYujrGb4\", \"model\": \"claude-sonnet-5\", \"role\": \"","passed":false,"prompt":"Mirror the issues that are open and raised on day 404 or later. Every issue that is open and raised on day 404 or later needs a matching ticket on our board, citing the issue number it came from. Nothing outside the filter gets copied. Tell #eng once they are mirrored. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Work from the actual current population rather than a convenient snapshot, preserve out-of-scope records, and verify the delivered outcome. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-04. If the promised date is not credible, record the earliest workable alternative, its schedule variance, and the approval still needed for anything faster.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"latency_optimization","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-076-gateway-pool-reuse","latency_ms":602716.8940049959,"output":"null","passed":null,"prompt":"API gateway holds a new upstream connection per request. Steady traffic drives the connection count upward until request latency degrades. Determine which current mechanism actually explains the degradation, choose the smallest supported production repair, and verify that the customer-facing objective recovers. The next owner needs this settled across edge routing, partner request compatibility, authentication policy, and public latency exposure. Complete the production outcome without broadening scope, confirm the relevant health signal, and communicate any exception that still needs ownership. The supported change is supposed to take API gateway through its 2026-03-07 release window. Give the release owner an honest completion date and show whether the normal path, paid expedite, or a governed exception best protects customers and rollback safety.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-081-backorders","latency_ms":602666.0750409937,"output":"null","passed":null,"prompt":"Roll out backorders across inventory, checkout and storefront-web. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The service owner is accountable for producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Distinguish urgent containment from durable repair, account for rollback safety, and leave an auditable completion record for the next owner. Operations needs one go-or-no-go call for the change and the 2026-03-08 cutover of storefront web. If the committed window will slip, identify the binding constraint and the earliest defensible alternative rather than taking another team's reserved slot.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-085-notification-templates","latency_ms":602642.3891140003,"output":"null","passed":null,"prompt":"Roll out templated receipts across notifications and payments. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The handoff has to remain sound across producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Account for affected consumers and current authorization, carry the change through in a recoverable way, and leave enough evidence for independent review. Operations needs one go-or-no-go call for the change and the 2026-03-09 cutover of payments. Record the chosen rollout date, schedule variance, incremental cost, and approval basis, along with the tempting option the current authority does not support.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"reconciliation","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-089-rcn-customer-facing-incidents","latency_ms":602709.8168550001,"output":"null","passed":null,"prompt":"How many customer-facing incidents in the last 7 days? Leadership wants the number of customer-facing incidents over the last 7 days (today is day 420, so days 414-420 inclusive). Reconcile the governing definition, time window, identities, and conflicting systems; give the supported answer and explain every material exclusion or unresolved ambiguity. For operational reporting portfolio, a credible answer has to reconcile the governing definition, source precedence, reporting window, duplicate treatment, and the decision made from the reconciled result. Turn the fragmented operating evidence into one defensible result, carry through any justified write, and reopen it to verify persistence. The reconciled answer is due in the 2026-03-09 operating review for operational reporting job. Record whether the normal cycle meets the window, the constraint that governs it, and the consequences of waiting, expediting, or seeking broader authority.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."}]},{"agent":{"id":"b380b6d6e6725093300eaf88858cee4943e103e97c65d64849bec6df72f39e33","model":"deepseek-v4-pro","name":"DeepSeek"},"benchmark":{"id":"devopsbench-100","name":"DevOpsBench-100","official_tasks":100,"version":"3.2.7:revision8:pilot-1:09fa6e0c38eedf4223f9262166bfac29c9497080e2b575374b0474ca9b7ecfb2"},"budget":"600s/task; 100 max turns; no automatic retries","environment":"GKE gVisor; images pinned in manifest","evaluator":"Native + configured rubric/vision; 1692eac726f56d596cbfd3a15a5ae670811556900f661efb2974cda3889d340c","expected_tasks":10,"finished_at":"2026-09-16T10:26:15.055087+00:00","id":"br-8660e046ae07a0ac8eebdb65880598fa:deepseek","notes":"The report preview shortens long outputs. Download raw_outputs.jsonl for complete records. Scaffold harbor-deepseek at terminal-mcp-v3.","source":"hosted","started_at":"2026-09-16T08:02:52.176244+00:00","tasks":[{"category":"aiops_detection","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-010-detect-status-page-recurrence","latency_ms":558954.8834439993,"output":"{\"answer\": {\"answer\": \"I have to stop here and report the situation honestly: mid-investigation the environment's task-tool budget became exhausted — every tool call, including `execute`, `list_services`, and even `report_blocked`, now returns \\\"Task tool-call budget exhausted\\\". I therefore could not finish the remaining verification or submit the required deliverables. Below is a precise account of what was established, what I would have submitted, and what remains open.\\n\\n## What the evidence established (before the cutoff)\\n\\n**Scope.** Ticket OPS-131 (\\\"Customers still cannot check out…\\\") directs a read-only diagnosis of `status-7001-recurrence` — the recurrence of the issue behind status post 7001 (\\\"Degraded checkout performance\\\", marked **resolved**, linked to incident 5101).\\n\\n**The breach is active, not stale.** Live systems agree on an objective breach:\\n- `get_slo_status(checkout)`: `error_rate_pct` **5.5 vs 1.0** (SLO 9503, breaching) and `latency_p99_ms` **530 vs 400** (SLO 9506, breaching).\\n- Alarms 9603 and 9610 are firing on exactly those values; `query_metrics` returns the same numbers.\\n- Error tracker shows `chk-nil-refund` — `TypeError: NoneType has no attribute …` in `src/checkout/refunds.py` instant path — **9,310 events, unresolved**.\\n\\n**The disputed mechanism is real and recurring.** `instant_refunds` is **enabled at 100% in production** (`list_feature_flags`). The code's fast path dereferences a refund-ledger row that is legitimately absent for pre-pilot orders or on read/write races. Design doc 9614 documents precisely this: ramping `instant_refunds` to 100% took checkout `error_rate_pct` from 0.3% to **5.5%** — the exact current value. #incidents chat: \\\"checkout error rate tracks the instant_refunds ramp exactly\\\" (incident 9702). So the status-page \\\"resolved\\\" state is stale relative to live production: the same flag-driven failure is still firing. Narrowest fitting explanation: **active objective breach; checkout's own flag regression (`instant_refunds` at 100%) — not a stale metric and not merely a downstream symptom.**\\n\\n**Per-step picture (as far as I got):** storefront routes and gateway order creation (`POST /v1/orders`, 145 rps) look healthy at the edge (0.2% errors); `POST /v2/orders` carries **0 rps** (migration ENG-2401 not done — idempotency-key enforcement lives on v2); checkout orchestrator and payments capture both implement idempotency replay correctly in code. The **final purchase step** is separately broken: payments `POST /capture` at **4.2% errors** (alarm 9601) driven by the notifications call (`notifications_timeout_ms=30000`, `notifications_retry_max_attempts=0`; `pay-timeout-01`, 18.4k events) — a distinct payments-side fault. Concurrent but separate: gateway p99 1030 ms (v5.1.0 connection leak, sev1 9701) and inventory 4.7% reservation errors (9703).\\n\\n**2026-03-06 recovery date (partial).** Current operating control OPS-CONTROL-2026.03 (Confluence 10010) gives checkout change windows **2026-03-04/06/08/10 at 14:00Z**; work outside windows needs incident-commander approval. The readiness standard (14010) requires 2 healthy serving replicas per production zone, excludes Linear CAP-10 reserved replicas, covers shortfall only via confirmed CloudCap order **VEND-10**, and demands a specific JSON answer for question `DOB-010-capacity-plan`. \\\"Faster routes that still lack authority\\\" are identified: releasing reserved capacity or working outside a change window requires incident-commander approval beyond change approval CHG-10. I could **not** read the authoritative records (PD-DOB-010 scale record, Jira VEND-10/CHG-10, Linear CAP-10, on-call schedules) to compute the replica gap, the sanctioned acceleration cost, or whether the date actually holds.\\n\\n## What remains to be done (I could not execute these)\\n1. Read PD-DOB-010 / VEND-10 / CHG-10 / CAP-10 and on-call schedules; compute the `DOB-010-capacity-plan` JSON (gap, standard vs expedited completion, incremental cost, ON_TIME/LATE).\\n2. Finish per-step traffic verification (inventory, notifications, cart routes) and read incident 9702's remediation proposals.\\n3. Submit the diagnosis for `status-7001-recurrence` (fault_detected=true, fault_type=`feature_flag_regression`, offending_key=`instant_refunds`, service=checkout) and the capacity-plan answer.\\n4. Record the handoff (case-010-checkout channel / OPS-131 ticket) so the incident record is independently verifiable.\\n\\nThe blocking condition is environmental (tool-call budget exhausted — the declared-blocked report was itself refused), not an ambiguity in the findings above.\", \"auth\": \"deepseek_api\", \"events\": [{\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me start by understanding the environment. The task is about a checkout service incident: customers cannot check out, status page says fixed, and I need to determine whether the issue is an active objective breach, a stale signal, or a healthy service blamed for downstream symptoms. I need to investigate across cart conversion, order creation, idempotency, and the customer's final purchase step (payment?). The disputed mechanism is a supposedly resolved incident recurring behind stale customer-status communication.\\n\\nLet me start by exploring the environment: services, tickets, incidents, alerts, status page, etc.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{}\", \"name\": \"list_services\"}, \"id\": \"call_00_nAE31AEBwmx0tMd0yfVM6356\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_incidents\"}, \"id\": \"call_01_6iixou1aiW61zgMcF4vP4800\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"get_status_page\"}, \"id\": \"call_02_8JC29O2YThY02nOgEGo94422\", \"index\": 2, \"type\": \"function\"}]}}], \"created\": 1789545813, \"id\": \"c33271d9-fda4-4d2e-9555-871aadbb7014\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 176, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 116, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10112, \"prompt_cache_miss_tokens\": 27, \"prompt_tokens\": 10139, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10112}, \"total_tokens\": 10315}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me look at the incidents, tickets, alerts, and status page posts. The status page shows only \\\"Scheduled maintenance completed\\\" — but the task says \\\"the status page says we fixed it\\\". Maybe there's a post about checkout resolved. Let me check list_status_page_posts and list_tickets, alerts, SLOs, etc.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{}\", \"name\": \"list_status_page_posts\"}, \"id\": \"call_00_DmbZ1FN7dvRUHkmSvXUb1120\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_tickets\"}, \"id\": \"call_01_lsymjAr6UUyNFPJiBZHN9590\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_alerts\"}, \"id\": \"call_02_QZ9l6qGaQPi84pf2A9pN1553\", \"index\": 2, \"type\": \"function\"}]}}], \"created\": 1789545818, \"id\": \"57f1a8ee-a1a3-45e8-bd35-a27847c1e761\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 132, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 71, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10240, \"prompt_cache_miss_tokens\": 1459, \"prompt_tokens\": 11699, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10240}, \"total_tokens\": 11831}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Key ticket: OPS-131 — \\\"Customers still cannot check out, and the status page says we fixed it\\\" — \\\"Determine whether status-7001-recurrence is currently violating any of its SLOs and report the finding with submit_diagnosis. Read-only investigation.\\\"\\n\\nSo the scope is \\\"status-7001-recurrence\\\". Status post 7001 is \\\"Degraded checkout performance\\\", state resolved, linked_incident 5101, published_day 412. But current incident list shows 9701, 9702, 9703. The old incident 5101 isn't in the list — maybe there's a way to see incidents by ID. The task says \\\"The disputed mechanism is a supposedly resolved incident recurring behind stale customer-status communication.\\\"\\n\\nLet me read the ticket OPS-131, and investigate. Let me also look at the messages, the status page post 7001, incidents (maybe there's an incidents list by id?), SLO status for checkout, metrics, etc.\\n\\nThe question also mentions: \\\"This diagnosis will decide whether checkout enters recovery on 2026-03-06. Say whether the date holds against current on-call commitments and change windows, what a sanctioned acceleration costs, and which faster route still lacks authority.\\\"\\n\\nSo there's a scheduled status post: \\\"DOB-010: checkout cutover scheduled for 2026-03-06\\\" (post 13010, state scheduled, published_day 419, linked_incident null). Today is day 420 per OPS-201 (\\\"today is day 420\\\"). 2026-03-06 maps to some day. We need to check on-call commitments (pd_list_oncalls) and change windows (maybe a policy doc). \\\"What a sanctioned acceleration costs\\\" — maybe an approval process requiring a request_approval for accelerating the cutover. \\\"Which faster route still lacks authority\\\" — e.g., skipping staging-first / canary >25% for tier-1, or an unsanctioned deployment.\\n\\nLet me gather details systematically:\\n\\n1. Read ticket OPS-131 and OPS-304 (checkout error spike remediation decision), incident 9702, status post 7001, and the status-7001-recurrence context.\\n2. Check checkout SLOs via get_slo_status.\\n3. Check traffic stats for checkout (cart conversion? order creation? idempotency? payment step).\\n4. Check metrics via query_metrics for checkout.\\n5. Check deployments, feature flags (instant_refunds ramp mentioned in incident 9702).\\n6. Check status page for post 7001 resolved while incident continues.\\n7. Check pd on-calls for day of 2026-03-06, change windows policy.\\n\\nLet me first fetch the ticket and incident details.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"key\\\": \\\"OPS-131\\\"}\", \"name\": \"get_ticket\"}, \"id\": \"call_00_vEP1UjhoAlyrQzOncb3M9182\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"key\\\": \\\"OPS-304\\\"}\", \"name\": \"get_ticket\"}, \"id\": \"call_01_fOK68MWPONbub6ZnUSk89777\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"checkout\\\"}\", \"name\": \"get_slo_status\"}, \"id\": \"call_02_FaBZT2tedibw4CX47rKS7172\", \"index\": 2, \"type\": \"function\"}]}}], \"created\": 1789545823, \"id\": \"aaa97463-c4aa-4edf-a350-ca73e2ce4bf4\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 694, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 579, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 11776, \"prompt_cache_miss_tokens\": 18178, \"prompt_tokens\": 29954, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 11776}, \"total_tokens\": 30648}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, ","passed":false,"prompt":"Customers still cannot check out, and the status page says we fixed it. The current monitoring views do not yet establish whether this is an active objective breach, a stale signal, or a healthy service being blamed for a downstream symptom. The next owner needs this settled across cart conversion, order creation, idempotency, and the customer's final purchase step. The disputed mechanism is a supposedly resolved incident recurring behind stale customer-status communication. Find the narrowest explanation that fits every material signal and leave the incident record ready for independent verification. This diagnosis will decide whether checkout enters recovery on 2026-03-06. Say whether the date holds against current on-call commitments and change windows, what a sanctioned acceleration costs, and which faster route still lacks authority.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"aiops_localization","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-014-localize-checkout-latency","latency_ms":602711.3113640007,"output":"null","passed":null,"prompt":"Alarm 9610 (checkout latency). The label attached to the alarm may describe where the symptom was noticed rather than the component or runtime condition that actually caused it. The decision must hold across the upstream-to-downstream dependency direction, the contract at each service boundary, ownership, recoverability, and end-to-end health. Give the next shift a defensible finding and make clear which current observations rule out the most tempting alternative explanations. This diagnosis will decide whether payments enters recovery on 2026-03-06. Turn the finding into a recovery promise the next shift can defend: supported date, schedule variance, cost, approval basis, and the consequence of waiting.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-035-port-close-backlog-issues","latency_ms":602620.0152539968,"output":"null","passed":null,"prompt":"Empty the Backlog before sprint planning. Sprint planning wants the Backlog emptied: move every issue currently in Backlog to Done with a resolution recording why. Issues in any other state are somebody's work in flight and must not be touched. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Use the current records to decide what genuinely belongs in scope, record the supported answer in the existing work item, and leave a result that can be independently audited. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-05. Give the requesting team a supported delivery date based on the real queue and protected commitments, including the cost and authority needed to improve it.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-036-port-close-blocked-issues","latency_ms":447062.82998799725,"output":"{\"answer\": {\"answer\": \"I have to stop here: the environment's tool-call budget was exhausted mid-task, so the required mutating actions were never executed. I will not claim a completion I did not achieve. Here is a precise account of the work.\\n\\n**What I established before the budget cut off**\\n\\n1. **Scope of the Blocked column.** Jira is the authoritative board for this portfolio. `jira_search(status=Blocked)` returned exactly one issue: **ENG-3003** (\\\"Search returns stale results after reindex\\\", assignee Mei Tanaka, search). The other columns contain In Progress (ENG-2101…2202, live) and Backlog (ENG-2203, ENG-3001) issues that must not move.\\n\\n2. **Cross-system disagreement found.** The link ledger (`list_issue_links`) shows `ENG-3003 duplicates GRW-91` (Linear) and `ENG-3003 duplicates 4402` (GitHub). Checking each tracker's own records: Linear shows **GRW-91 as \\\"Todo\\\"**, and GitHub's issue lists (all repos, open and closed) contain **no issue #4402** — the GitHub side of the duplicate link is dangling. So the Blocked issue's duplicates disagree with it and with each other (Jira Blocked / Linear Todo / GitHub absent). Per the DOB-036 operating control (OPS-CONTROL-2026.03, superseding the stale 2025.11 note), identity must be established from Jira and the linked GitHub issue before acting.\\n\\n3. **Capacity-plan comparison (prepared, not submitted).** From the change-readiness standard (Confluence 14036), status page post 13036 (cutover committed 2026-03-05), Linear capacity register CAP-36 (1 replica reserved for storefront-web freeze until 2026-03-08; early release = incident-commander approval + USD 1400), vendor order VEND-36 (1 replica; standard delivery 2026-03-05, expedited 2026-03-04 for USD 750), and change approval CHG-36 (covers standard and expedited only):\\n   - **Normal handoff (standard):** delivery 2026-03-05, effective in the next change window 2026-03-07 → **2 days late** vs the cutover.\\n   - **Approved acceleration (expedited):** delivery 2026-03-04, effective in the 2026-03-04 window → **on time**, +USD 750, already covered by CHG-36.\\n   - **Exception path (release reserved replica):** would displace the storefront-web team's freeze reservation, needs incident-commander approval beyond CHG-36, +USD 1400 → **not recommended**.\\n   - Intended recommendation: **expedited**, on time, lowest-cost authorised plan, no displacement of another team's reservation.\\n\\n**Intended but not executed** (budget exhausted before any write):\\n- Transition ENG-3003 to Done in Jira with a resolution stating it was superseded by work already in flight (`jira_transition_issue`).\\n- Leave all In Progress and Backlog issues untouched.\\n- Re-read ENG-3003 from Jira to confirm the final record.\\n- Post a handoff note to the acting teams (e.g., #eng / case-036-api-gateway) covering identity, status, ownership and the dangling duplicate link.\\n- Submit the reconciliation answer for `DOB-036-capacity-plan` with the comparison above.\\n\\n**Blocked by:** the task environment now returns \\\"Task tool-call budget exhausted\\\" on every tool, including `report_blocked`, so I cannot perform or verify the required writes. To complete this I would need the tool budget restored; the concrete remaining steps are the Jira transition, the confirmation read, the team communication, and the capacity-plan answer submission.\", \"auth\": \"deepseek_api\", \"events\": [{\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me understand the task. The user wants me to \\\"Clear the Blocked column\\\" - move every Blocked issue to Done, recording a resolution that says so. This involves Jira (which has per-project workflows with statuses like Blocked, Done, resolutions). Let me explore the systems.\\n\\nKey constraints:\\n- Move every Blocked issue to Done with a resolution that says so (\\\"superseded by work already in flight\\\").\\n- Nothing else moves - In Progress issues are live, Backlog is next sprint's problem.\\n- Handoff must remain sound across: tracker identity, status, ownership, duplicate control, and communication to teams acting on the resulting population.\\n- Resolve the cross-system disagreement before acting.\\n- Protect unrelated work.\\n- Confirm final record from its authoritative source.\\n- Requesting team expects result through engineering portfolio automation by 2026-03-05.\\n- Compare normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\\n\\nThis smells like a Jira-centric task with cross-tracker links (Jira, Linear, GitHub) via list_issue_links. \\\"Cross-system disagreement\\\" - there may be linked issues in Linear/GitHub that disagree with Jira status. Duplicate control - duplicates linked across trackers.\\n\\nLet me start by exploring Jira issues.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"limit\\\": 100}\", \"name\": \"jira_search\"}, \"id\": \"call_00_B2ZiYWH3ivKDfGOJOSpD2108\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_issue_links\"}, \"id\": \"call_01_jwzfvSQJs9TiMyGvsmyo6422\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789546399, \"id\": \"df6b3926-2a42-4b93-ab01-cd4236295f65\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 336, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 274, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10112, \"prompt_cache_miss_tokens\": 24, \"prompt_tokens\": 10136, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10112}, \"total_tokens\": 10472}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me look at the full picture. Jira search returned 14 rows. Let me get the Blocked issues. From the Jira search, the Blocked issues are:\\n- ENG-3003 \\\"Search returns stale results after reindex\\\" - Blocked\\n\\nWait, only one Blocked in that list? Let me search more thoroughly. The jira_search limit was 100, count 14. Only one \\\"Blocked\\\" status: ENG-3003. But maybe there are more Jira projects. Let me search by status \\\"Blocked\\\".\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"status\\\": \\\"Blocked\\\"}\", \"name\": \"jira_search\"}, \"id\": \"call_00_XdXfUEmVqzUIbsNkFB672396\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"key\\\": \\\"ENG-3003\\\"}\", \"name\": \"jira_get_issue\"}, \"id\": \"call_01_LVCb15aHAhF2X5s2WGJl5787\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"key\\\": \\\"DOB-036\\\"}\", \"name\": \"jira_get_issue\"}, \"id\": \"call_02_3Ssnyaktxuy9Ln48BFUS4204\", \"index\": 2, \"type\": \"function\"}]}}], \"created\": 1789546405, \"id\": \"34457df9-b04e-4c5e-8cd9-f753f462c80c\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 232, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 114, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10368, \"prompt_cache_miss_tokens\": 1592, \"prompt_tokens\": 11960, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10368}, \"total_tokens\": 12192}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"So in Jira, the only Blocked issue is ENG-3003. It has duplicates links to \\\"4402\\\" (a GitHub issue?) and \\\"GRW-91\\\" (a Linear issue, GRW project). The \\\"cross-system disagreement\\\" likely refers to the duplicate issue statuses across trackers: ENG-3003 is Blocked in Jira, but its duplicates 4402 (GitHub) and GRW-91 (Linear) may be In Progress or Done.\\n\\nLet me check those trackers:\\n- Linear: linear_list_issues for team GRW? Actually project GRW-91 means Linear issue with key GRW-91.\\n- GitHub: issue 4402 - need to find which repo. github_list_issues by repo... I need to find the repo. Let me list GitHub issues and search for #4402.\\n\\nAlso the task says \\\"Move every Blocked issue to Done\\\". In Jira there's only one Blocked issue: ENG-3003. But also check other trackers: \\\"Clear the Blocked column\\\" — the requesting team expects the result \\\"through engineering portfolio automation\\\". Hmm, maybe the Blocked column refers to Jira board. Let me check Linear and GitHub for Blocked states too.\\n\\nAlso there's CHG-36 and VEND-36 which are related to DOB-036 (change approval and vendor order). The deadline is 2026-03-05. The task mentions \\\"Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\\\"\\n\\nHmm, wait. Let me re-read the task.\\n\\n\\\"Clear the Blocked column. Anything sitting in Blocked has been superseded by work already in flight. Move every Blocked issue to Done, recording a resolution that says so. Nothing else moves - In Progress issues are live and Backlog is next sprint's problem. The handoff has to remain sound across tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Resolve the cross-system disagreement before acting, protect unrelated work, and confirm the final record from its authoritative source. The requesting team expects the result through engineering portfolio automation by 2026-03-05. Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\\\"\\n\\nThis looks like a multi-part operations task. Components:\\n\\n1. Clear the Blocked column: In Jira, move every Blocked issue to Done with a resolution. There's one Blocked issue: ENG-3003. But \\\"tracker identity\\\" suggests other trackers also have boards with Blocked columns: Linear and GitHub. Let me check Linear issues with state like Blocked, and GitHub.\\n\\n2. \\\"Resolve the cross-system disagreement before acting\\\": The duplicate links: ENG-3003 duplicates 4402 (GitHub) and GRW-91 (Linear). Those duplicates might have different statuses. We must reconcile (e.g., the duplicate in another tracker says it's not superseded, or is In Progress). We need to check what those duplicates say before acting.\\n\\n3. \\\"communication to the teams acting on the resulting population\\\": Possibly post a message in chat channel(s) to inform teams (search team for ENG-3003).\\n\\n4. \\\"The requesting team expects the result through engineering portfolio automation by 2026-03-05\\\": There's an automation/change approval CHG-36 and vendor order VEND-36. Timing: standard delivery 2026-03-05, expedited 2026-03-04 for USD 750. \\\"Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\\\" Maybe there are reservations (CloudCap capacity) by other teams. Let me read CHG-36 and VEND-36 in full.\\n\\nLet me gather more info.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"key\\\": \\\"CHG-36\\\"}\", \"name\": \"jira_get_issue\"}, \"id\": \"call_00_MYrBIAxsyCIoXlQuk16G6503\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"key\\\": \\\"VEND-36\\\"}\", \"name\": \"jira_get_issue\"}, \"id\": \"call_01_pYu3VTy7EDS2LjpldneS2189\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"state\\\": \\\"Blocked\\\"}\", \"name\": \"linear_list_issues\"}, \"id\": \"call_02_5I0Fibp95pvYM2DSXQZD9316\", \"index\": 2, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\","passed":false,"prompt":"Clear the Blocked column. Anything sitting in Blocked has been superseded by work already in flight. Move every Blocked issue to Done, recording a resolution that says so. Nothing else moves - In Progress issues are live and Backlog is next sprint's problem. The handoff has to remain sound across tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Resolve the cross-system disagreement before acting, protect unrelated work, and confirm the final record from its authoritative source. The requesting team expects the result through engineering portfolio automation by 2026-03-05. Compare the normal handoff, approved acceleration, and exception path on timing and operational consequence without displacing another team's reservation.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"error_rate_reduction","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-049-payments-retry","latency_ms":602715.8257869959,"output":"null","passed":null,"prompt":"Payments error rate breaching the 1% SLO. Payments error_rate_pct is 4.2% against a 1.0% SLO (alarm 9601). Determine which current mechanism actually explains the degradation, choose the smallest supported production repair, and verify that the customer-facing objective recovers. The practical blast radius covers authorization, settlement, retry safety, and duplicate-charge prevention. Protect unrelated production state, handle the material dependency or migration constraint, and verify the result rather than trusting the change record. Operations needs one go-or-no-go call for the change and the 2026-03-07 cutover of payments. Make the go-or-no-go call against the real change window and team availability; state the supported date, the cost of acceleration, and any exception that remains unapproved.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"cross_system","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-062-w6-copy-13","latency_ms":602623.3698180004,"output":"null","passed":null,"prompt":"Mirror the issues that are open and raised on day 404 or later. Every issue that is open and raised on day 404 or later needs a matching ticket on our board, citing the issue number it came from. Nothing outside the filter gets copied. Tell #eng once they are mirrored. The decision affects tracker identity, status, ownership, duplicate control, and communication to the teams acting on the resulting population. Work from the actual current population rather than a convenient snapshot, preserve out-of-scope records, and verify the delivered outcome. The cross-system handoff is scheduled through engineering portfolio automation for 2026-03-04. If the promised date is not credible, record the earliest workable alternative, its schedule variance, and the approval still needed for anything faster.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"latency_optimization","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-076-gateway-pool-reuse","latency_ms":577291.9772210007,"output":"{\"answer\": {\"answer\": \"I cannot execute any further actions: the task's tool-call budget is exhausted (every call, including `execute` and `report_blocked`, now returns \\\"Task tool-call budget exhausted\\\"). I will not claim a production outcome I did not achieve. Below is the verified diagnosis and the exact handover so the next owner can finish in a few steps.\\n\\n## What was established (observed, not assumed)\\n\\n**Current mechanism of the degradation.** Production error log 9014 states: *\\\"p99 latency 1030ms; regression began immediately after deploy v5.1.0 (upstream_pool_reuse=false: connections created per request and never released)\\\"*. So the live mechanism is the production config key `upstream_pool_reuse: false` — one upstream connection per request, never released, so steady traffic grows the connection count and drives p99 to 1030 ms (SLO 250 ms). Corroboration: production was already rolled back to v5.0.9 (local deploy log row 3, day 417, `was_rollback=1`; the single running pod's image tag is `v5.0.9` — the only ground truth), yet p99 is still 1030 ms, so the v5.1.0 code defect alone is not what is currently causing the degradation; the config knob is. (Notably, HEAD's `config.go` doesn't even parse this key, so it is runtime config, not a code fix.)\\n\\n**Smallest supported production repair.** A config-change PR for `api-gateway`: `{key: \\\"upstream_pool_reuse\\\", value: \\\"true\\\"}` — then CI → merge → staging deploy (same version, mandatory) → production canary ≤25% (tier-1) → `assess_canary` → `promote_canary` → verify `latency_p99_ms` back under 250 before resolving anything.\\n\\n**Open artifacts to close after recovery.** Alert 9604 (firing), incident 9701 (sev1, open), PD incident 5103, ENG-2205, ENG-2208, OPS-170, OPS-303 (remediation decision), SLO-7101, SUP-7501; publish status-page updates (customers still report slowness while post 7003 is \\\"resolved\\\").\\n\\n**The four areas the next owner must keep settled.**\\n- *Edge routing:* v1 endpoints serve 100%, v2 at 0% (ENG-2401..2407 open). Alert rule 604 (`EdgeCacheHitRate`) carries a stale silence — \\\"muted during the CDN migration, never lifted\\\" (expiry day 402) — an exception that still needs ownership.\\n- *Partner request compatibility:* `/v1/orders` vs `/v2/orders` have breaking shape differences (decimal-string totals, scalar tracking_number, boolean refunded, offset pagination; v2 requires `idempotency_key`). Do not retire or shift v1 off 100% as part of this fix; weight shifts are capped at 50 points and retirement requires 0% traffic.\\n- *Authentication policy:* SEC-905/SEC-906 — `/internal/debug` and `/internal/metrics` are still unauthenticated in production (currently 0% traffic; retiring an endpoint with live traffic needs service-owner approval per policy 502).\\n- *Public latency exposure:* the customer-facing objective is the `latency_p99_ms < 250` SLO; verify it recovered and publish the status-page transition.\\n\\n**Release window / capacity plan (DOB-076).** Cutover is published for **2026-03-07** (status post 13076). Change windows: 2026-03-04, 03-07, 03-10, 03-13 at 14:00Z; work outside a window or releasing reserved capacity requires incident-commander approval beyond CHG-76. Readiness requires 3 healthy serving replicas per production zone (3 zones: us-east-1a/b/c → 9 replicas); k8s currently shows the deployment claiming 3 ready but only 1 pod actually running (v5.0.9, on tainted node-a2), with node-c1 KernelDeadlock and node-b3 DiskPressure. VEND-76: 3 replicas, standard delivery 2026-03-06, expedited 2026-03-04 for USD 1,500; CAP-76: 3 replicas reserved until 2026-03-10 (early release = IC approval + USD 1,400). My provisional read — standard delivery (2026-03-06) lands inside the 2026-03-07 window at zero incremental cost, so the normal path best protects customers and rollback safety; the paid expedite buys nothing the window doesn't already allow. The authoritative `PD-DOB-076` scale record for zone count/pool size still needs locating before submitting the `DOB-076-capacity-plan` reconciliation JSON — I did not reach it before the budget ran out.\\n\\n**Honest completion date for the release owner:** the fix itself can merge and be staged immediately and is compatible with the 2026-03-07 window; I cannot give a verified production-completion date because I could not run the deploy chain — the next owner must finish staging → canary → promote → verify and then the date is the verified recovery date, not the merge date.\", \"auth\": \"deepseek_api\", \"events\": [{\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me start by exploring the environment. The task mentions an \\\"API gateway\\\" holding a new upstream connection per request, connection count growing until latency degrades. I need to determine which current mechanism explains degradation, choose smallest supported production repair, verify customer-facing objective recovers. Also settle across edge routing, partner request compatibility, authentication policy, public latency exposure. And there's a release window of 2026-03-07, and something about release owner, completion date, normal path vs paid expedite vs governed exception.\\n\\nLet me first look at services, tickets, docs, alerts, etc. Let me explore.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{}\", \"name\": \"list_services\"}, \"id\": \"call_00_PEosbPe4F23z7hNC85hn1722\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_infra\"}, \"id\": \"call_01_WehaOktzF0Zu9HQ1B7wr7343\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789547449, \"id\": \"68960a55-291f-4d11-9e44-61aa57cefd85\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 169, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 125, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10112, \"prompt_cache_miss_tokens\": 21, \"prompt_tokens\": 10133, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10112}, \"total_tokens\": 10302}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me look at api-gateway in detail, plus tickets, docs, and alerts related to it.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"service\\\": \\\"api-gateway\\\"}\", \"name\": \"get_service\"}, \"id\": \"call_00_7pesR9r45efHQlb2PcU63983\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"api-gateway\\\"}\", \"name\": \"list_tickets\"}, \"id\": \"call_01_u9mAGzuez7sMS49SGPby0925\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789547454, \"id\": \"0d03d0ae-65a5-4a33-b320-4d842d85431e\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 103, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 22, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10240, \"prompt_cache_miss_tokens\": 1487, \"prompt_tokens\": 11727, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10240}, \"total_tokens\": 11830}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Key observation: api-gateway production config has `upstream_pool_reuse: false`. That's likely the root cause: new upstream connection per request. The fix: set `upstream_pool_reuse: true` — a config change via PR (config change_type). But the task says \\\"Determine which current mechanism actually explains the degradation\\\" — maybe there are multiple candidate mechanisms (e.g., connection pool reuse disabled vs some other). Let me investigate more: docs, runbooks, commits, PRs, CI, the incident 9701, alarms, SLOs, etc.\\n\\nAlso the task mentions \\\"settled across edge routing, partner request compatibility, authentication policy, and public latency exposure.\\\" That suggests four subtopics:\\n- edge routing (CDN bypass? media? /v1 vs /v2? traffic shift?)\\n- partner request compatibility (maybe an endpoint like /v1/notify used by partners, or header requirements)\\n- authentication policy (SEC-905/906: /internal/debug and /internal/metrics unauthenticated; or /v1/auth vs /v2/auth)\\n- public latency exposure (status page posts? SLO-7101?)\\n\\nAnd \\\"The supported change is supposed to take API gateway through its 2026-03-07 release window. Give the release owner an honest completion date and show whether the normal path, paid expedite, or a governed exception best protects customers and rollback safety.\\\"\\n\\nThat suggests there's a release/change management policy doc with a release calendar, and options: normal path (next release window), paid expedite, governed exception. Let me search docs.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"query\\\": \\\"api-gateway\\\"}\", \"name\": \"search_docs\"}, \"id\": \"call_00_jUHtF5FZrrXeL6BortUT9101\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"api-gateway\\\"}\", \"name\": \"list_alerts\"}, \"id\": \"call_01_cDKsG9H0DA1Sj1FlGITb8574\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789547458, \"id\": \"9c34429e-0d96-4b9d-acb6-436743f584b2\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 419, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 337, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 11776, \"prompt_cache_miss_tokens\": 2344, \"prompt_tokens\": 14120, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 11776}, \"total_tokens\": 14539}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me read the relevant docs: Deployment policy, Incident response, API deprecation, Observability/SLOs, Rollback, the gateway design doc, ADR-021, ADR-031, onboarding. Also the api spec for Orders (partner compatibility?).\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"doc_id\\\": 9601}\", \"name\": \"get_document\"}, \"id\": \"call_00_0ox0cafDxMWeWYnd5h9W0452\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"doc_id\\\": 9629}\", \"name\": \"get_document\"}, \"id\": \"call_01_54osJvXzAyb07Y00nuY34431\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789547467, \"id\": \"d07d0d0a-bb37-4123-b4a8-36484edeb072\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 134, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 54, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 14464, \"prompt_cache_miss_tokens\": 725, \"prompt_tokens\": 15189, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 14464}, \"total_tokens\": 15323}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"The design doc says the v5.1.0 connection-pool rewrite leaked a goroutine per request and p99 went from ~120ms to ~10","passed":false,"prompt":"API gateway holds a new upstream connection per request. Steady traffic drives the connection count upward until request latency degrades. Determine which current mechanism actually explains the degradation, choose the smallest supported production repair, and verify that the customer-facing objective recovers. The next owner needs this settled across edge routing, partner request compatibility, authentication policy, and public latency exposure. Complete the production outcome without broadening scope, confirm the relevant health signal, and communicate any exception that still needs ownership. The supported change is supposed to take API gateway through its 2026-03-07 release window. Give the release owner an honest completion date and show whether the normal path, paid expedite, or a governed exception best protects customers and rollback safety.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"native_grader","id":"dob100-081-backorders","latency_ms":539570.463021002,"output":"{\"answer\": {\"answer\": \"## Work account and completion record\\n\\nI investigated the backorders rollout (ENG-2603 / DOB-081) across the repository and live operating records. Here is the auditable summary. **Honest caveat up front:** my tool-call budget was exhausted near the end, so the final write actions — submitting the capacity-plan reconciliation answer, writing the handover runbook, posting the handoff to `#case-081-storefront-web`, and the `instant_refunds` kill-switch — **could not be executed**. Everything below is from records actually observed; nothing below was claimed without being read.\\n\\n### Go / no-go calls\\n\\n**1. Backorders change (inventory → checkout → storefront-web): NO-GO today.**\\n- **Schema readiness:** `0034_backorders` (required by inventory's `backorder_queue`) is declared but **not applied in staging or production** (only `0033_reservation_index` is applied). Deploying the dependent code would hard-fail per the Database migration policy.\\n- **Producer unhealthy:** inventory is at 4.7% errors vs 1.0% SLO (alarm 9606, incident 9703 open), desired 2 / ready 1 replicas, storage class `fast-ssd-gp4` — reservations are failing under peak. You cannot ship a producer-side queue into a reservation path that is currently failing.\\n- **Consumer unhealthy:** checkout is at 5.5% errors, and the spike correlates exactly with the `instant_refunds` flag ramp to 100% (commit `6cb85f1`, incident 9702, OPS-304). Shipping `backorder_flow` into that is unsafe.\\n- **Dependency direction (owner decision, non-negotiable):** producer first — **inventory** (backorder_queue + migration) → **checkout** (backorder_flow) → **storefront-web** (backorder_banner). Never ship a consumer before the producer it reads (same pattern as the Loyalty design doc).\\n\\n**2. Storefront-web cutover committed for 2026-03-08: NO-GO on 03-08 — it will slip.**\\n- **Binding constraint: the change-window calendar**, not capacity. Published storefront-web change windows are 2026-03-05, -07, -09, -11 at 14:00Z. **2026-03-08 is not a window**, and CHG-81 explicitly does **not** authorise out-of-window execution — that needs incident-commander approval.\\n- **Earliest defensible alternative: 2026-03-09 14:00Z** (next published window), using the already-approved standard CloudCap plan.\\n- **Capacity is on time** — do not touch another team's slot: usable pool = 5 (PD scale record PD-DOB-081) − 3 reserved (CAP-81 checkout freeze until 03-11) = 2, vs required 2×2 = 4 → gap 2. VEND-81 (confirmed) covers it: standard delivery 03-05 → effective at the 03-07 window (≤ 03-08, USD 0). Releasing CAP-81's replicas is rejected: IC approval beyond CHG-81, +USD 1,400, completes 03-11 (LATE) — no schedule benefit.\\n\\n### Urgent containment vs durable repair\\n- **Containment:** kill `instant_refunds` in production (runtime flag, no deploy) — fastest, per the Feature-flag kill-switch rule.\\n- **Durable repair:** PR fixes through the normal pipeline (staging-first; tier-1 canary ≤25% → `assess_canary` → promote). Restore inventory's second replica (storage-class/selector mismatch) and its undersized pool (`db_pool_size=5`, `reservation_timeout_ms=2000`). Cluster hazards also block the \\\"2 healthy serving replicas per zone\\\" readiness test: node-b3 DiskPressure, node-c1 KernelDeadlock/Unknown.\\n\\n### Safe sequence once unblocked (for the next owner)\\n1. Contain/repair inventory + checkout SLO breaches; verify metrics recover before any feature work.\\n2. inventory PR (module `backorder_queue` + flag, one PR) → CI → merge → `apply_migration` staging → deploy staging → `apply_migration` production → deploy production (tier-2, 100%, staging-first).\\n3. checkout PR (module `backorder_flow` + flag) → CI → merge → staging → production **canary ≤25%** → assess → promote.\\n4. storefront-web PR (module `backorder_banner` + flag) → CI → merge → staging → production **canary ≤25%** → assess → promote (only after checkout is fully promoted).\\n5. Enable flags in production at ≤10%, in dependency order, ramp 10→25→50→100.\\n6. **Rollback safety:** flags are the kill switch; `rollback_deployment` is exempt from staging-first; migrations are forward-only so `0034_backorders` must satisfy the N-1 rule (additive only).\\n\\n### Capacity-plan reconciliation (computed, **not submitted** — submit_answer failed with \\\"task tool-call budget exhausted\\\")\\n`{\\\"business_need_date\\\":\\\"2026-03-08\\\",\\\"replicas_per_zone\\\":2,\\\"production_zones\\\":2,\\\"required_replicas\\\":4,\\\"observed_replicas\\\":5,\\\"reserved_replicas\\\":3,\\\"usable_replicas\\\":2,\\\"replica_gap\\\":2,\\\"quantity_unit\\\":\\\"replicas\\\",\\\"standard_capacity_date\\\":\\\"2026-03-05\\\",\\\"expedited_capacity_date\\\":\\\"2026-03-04\\\",\\\"capacity_request_replicas\\\":2,\\\"next_change_window\\\":\\\"2026-03-09\\\",\\\"standard_plan_completion\\\":\\\"2026-03-07\\\",\\\"expedited_plan_completion\\\":\\\"2026-03-05\\\",\\\"reserved_release_completion\\\":\\\"2026-03-11\\\",\\\"recommended_option\\\":\\\"standard\\\",\\\"recommended_outcome_date\\\":\\\"2026-03-07\\\",\\\"recommended_incremental_cost_usd\\\":0,\\\"escalation_approval_required\\\":0,\\\"approval_reference\\\":\\\"CHG-81\\\",\\\"outcome_vs_control_days\\\":-1,\\\"decision_timing_status\\\":\\\"ON_TIME\\\"}`\\n\\nAssumptions: today is day 420 = 2026-03-08 (status post 13081 on day 419 announces the 03-08 cutover; VEND-81 on day 416 with 03-05 delivery ⇒ day 416 = 03-04). Zone count (2) and pool size (5) taken from the PagerDuty scale record PD-DOB-081 as the control page directs, even though live k8s shows 4 ready replicas and three node zones — that live-vs-record discrepancy is itself a readiness risk the next owner must close. Completion dates assume capacity \\\"becomes effective in the next published change window\\\" after delivery.\\n\\n**Blocked on:** exhausted tool budget — the DOB-081-capacity-plan answer submission, the handover runbook write, the `#case-081-storefront-web` handoff message, and the `instant_refunds` containment toggle remain outstanding.\", \"auth\": \"deepseek_api\", \"events\": [{\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"Let me start by exploring the environment. This is a complex task involving multiple services (inventory, checkout, storefront-web), a \\\"backorders\\\" capability rollout. I need to:\\n\\n1. Work out schema readiness\\n2. Dependency direction\\n3. Approval state\\n4. Safe production sequence\\n5. Service ownership\\n6. Guarded rollout order\\n7. Rollback safety\\n8. End-to-end health\\n9. Go/no-go call for the change and 2026-03-08 cutover of storefront-web\\n10. If window slips, identify binding constraint and earliest defensible alternative\\n\\nLet me start by listing services, tickets, docs, PRs, etc.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{}\", \"name\": \"list_services\"}, \"id\": \"call_00_ZnMWMw7d5fgWqrCj0Aqm2485\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_tickets\"}, \"id\": \"call_01_WdVQeOf6Ogfpc1M8B1eJ7095\", \"index\": 1, \"type\": \"function\"}]}}], \"created\": 1789547559, \"id\": \"9acfcd59-0702-405d-afc2-63b5ae4e6034\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 185, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 141, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10112, \"prompt_cache_miss_tokens\": 30, \"prompt_tokens\": 10142, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10112}, \"total_tokens\": 10327}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"This is a large multi-service rollout task. Let me gather data on the three services, docs, and the current operating state.\", \"function_call\": null, \"reasoning_content\": \"This is a big scenario. The task: \\\"Roll out backorders across inventory, checkout and storefront-web\\\" — ticket ENG-2603: Ship: backorder_queue in inventory, backorder_flow in checkout, backorder_banner in storefront-web.\\n\\nKey asks:\\n1. Schema readiness (migrations for backorders)\\n2. Dependency direction (producer-consumer: inventory produces backorder queue data, checkout consumes, storefront-web consumes)\\n3. Approval state (approval policy)\\n4. Safe production sequence\\n5. Service ownership\\n6. Guarded rollout order\\n7. Rollback safety\\n8. End-to-end health\\n9. Go/no-go call for the change and the 2026-03-08 cutover of storefront web\\n10. If window slips, binding constraint and earliest defensible alternative\\n\\nLet me gather data: get_service for the three services, search docs for backorders, list migrations, list feature flags, list PRs, list CI runs, deployments, alerts, SLOs, approval policy, etc.\\n\\nLet me start with the key services and docs.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"service\\\": \\\"inventory\\\"}\", \"name\": \"get_service\"}, \"id\": \"call_00_o6oN8pOcAMqtCDzn2oh27095\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"checkout\\\"}\", \"name\": \"get_service\"}, \"id\": \"call_01_EsbO1bS7F92SyTlmWGc74131\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"storefront-web\\\"}\", \"name\": \"get_service\"}, \"id\": \"call_02_HKLqr90AS0e2DA11oXYk5397\", \"index\": 2, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"query\\\": \\\"backorder\\\"}\", \"name\": \"search_docs\"}, \"id\": \"call_03_WHAeszNlDk753NYQWYQm2932\", \"index\": 3, \"type\": \"function\"}]}}], \"created\": 1789547563, \"id\": \"114a4ad8-efec-4c25-9d0c-3448b9a2ae43\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 393, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 228, \"rejected_prediction_tokens\": null}, \"prompt_cache_hit_tokens\": 10240, \"prompt_cache_miss_tokens\": 18398, \"prompt_tokens\": 28638, \"prompt_tokens_details\": {\"audio_tokens\": null, \"cache_write_tokens\": null, \"cached_tokens\": 10240}, \"total_tokens\": 29031}}, {\"choices\": [{\"finish_reason\": \"tool_calls\", \"index\": 0, \"logprobs\": null, \"message\": {\"annotations\": null, \"audio\": null, \"content\": \"\", \"function_call\": null, \"reasoning_content\": \"No docs on backorders. Let me look at the repo files for these services, migrations, feature flags, PRs, and approval policy.\", \"refusal\": null, \"role\": \"assistant\", \"tool_calls\": [{\"function\": {\"arguments\": \"{\\\"service\\\": \\\"inventory\\\"}\", \"name\": \"list_files\"}, \"id\": \"call_00_etAxzj12sJkU19G7hoFV7235\", \"index\": 0, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"checkout\\\"}\", \"name\": \"list_files\"}, \"id\": \"call_01_DT8TQYQMKtQcqKnjd9y53953\", \"index\": 1, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"storefront-web\\\"}\", \"name\": \"list_files\"}, \"id\": \"call_02_1n4qbizUD2bzw8xOKRk85431\", \"index\": 2, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"inventory\\\"}\", \"name\": \"list_migrations\"}, \"id\": \"call_03_f2mx9DKgIrx5EH3I3HFq2077\", \"index\": 3, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{\\\"service\\\": \\\"checkout\\\"}\", \"name\": \"list_migrations\"}, \"id\": \"call_04_InLJlNUMRVlcFRjYvydq5357\", \"index\": 4, \"type\": \"function\"}, {\"function\": {\"arguments\": \"{}\", \"name\": \"list_approval_policy\"}, \"id\": \"call_05_0H5LJVZJhEgjMa4dp3jA6255\", \"index\": 5, \"type\": \"function\"}]}}], \"created\": 1789547573, \"id\": \"7c2f4ae2-b628-4edd-ba32-bf250dafee4f\", \"model\": \"deepseek-v4-pro\", \"moderation\": null, \"object\": \"chat.completion\", \"service_tier\": null, \"system_fingerprint\": \"a307abda487cd1b463329ccb945ce396\", \"usage\": {\"completion_tokens\": 219, \"completion_tokens_details\": {\"accepted_prediction_tokens\": null, \"audio_tokens\": null, \"reasoning_tokens\": 29, \"rejected_prediction_tokens\": null},","passed":false,"prompt":"Roll out backorders across inventory, checkout and storefront-web. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The service owner is accountable for producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Distinguish urgent containment from durable repair, account for rollback safety, and leave an auditable completion record for the next owner. Operations needs one go-or-no-go call for the change and the 2026-03-08 cutover of storefront web. If the committed window will slip, identify the binding constraint and the earliest defensible alternative rather than taking another team's reserved slot.\n","reason":"passed=0.0; pass threshold=1.0","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":false,"reason":"passed=0.0; pass threshold=1.0","score":0.0,"status":"graded","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Rubric grading is not configured for this task.","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"Vision grading is not configured for this task.","score":null,"status":"not_configured","version":"none"}},"status":"completed","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"multi_service_rollout","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-085-notification-templates","latency_ms":602641.5194750007,"output":"null","passed":null,"prompt":"Roll out templated receipts across notifications and payments. This capability crosses producing and consuming services. Work out the schema readiness, dependency direction, approval state, and safe production sequence from the repository and current operating records. The handoff has to remain sound across producer-consumer dependency direction, schema readiness, service ownership, guarded rollout order, rollback safety, and end-to-end health. Account for affected consumers and current authorization, carry the change through in a recoverable way, and leave enough evidence for independent review. Operations needs one go-or-no-go call for the change and the 2026-03-09 cutover of payments. Record the chosen rollout date, schedule variance, incremental cost, and approval basis, along with the tempting option the current authority does not support.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."},{"category":"reconciliation","cost_usd":null,"evidence":[],"failure_mode":"timeout","id":"dob100-089-rcn-customer-facing-incidents","latency_ms":602604.6085100025,"output":"null","passed":null,"prompt":"How many customer-facing incidents in the last 7 days? Leadership wants the number of customer-facing incidents over the last 7 days (today is day 420, so days 414-420 inclusive). Reconcile the governing definition, time window, identities, and conflicting systems; give the supported answer and explain every material exclusion or unresolved ambiguity. For operational reporting portfolio, a credible answer has to reconcile the governing definition, source precedence, reporting window, duplicate treatment, and the decision made from the reconciled result. Turn the fragmented operating evidence into one defensible result, carry through any justified write, and reopen it to verify persistence. The reconciled answer is due in the 2026-03-09 operating review for operational reporting job. Record whether the normal cycle meets the window, the constraint that governs it, and the consequences of waiting, expediting, or seeking broader authority.\n","reason":"TimeoutError: ","scoring":{"native":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"error","version":"devopsbench-100:3.2.7:original-verifier"},"rubric":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"},"vision":{"latency_ms":null,"metadata":{},"model":null,"passed":null,"reason":"TimeoutError: ","score":null,"status":"not_configured","version":"none"}},"status":"timeout","steps":null,"trace":"Full native trace, inputs and grading metadata are retained in raw_outputs.jsonl and the task artifact archive."}]}],"schema_version":1,"title":"DevOpsBench-100 · agent evaluation"}