| {"args": {"key": "DOB-032"}, "ok": true, "result": "{\"assignee\": \"on-call\", \"component\": \"search\", \"created_day\": 414, \"issue_type\": \"Task\", \"key\": \"DOB-032\", \"links\": [{\"kind\": \"relates\", \"target\": \"GH-9032\"}], \"priority\": \"High\", \"project\": \"DOB\", \"resolution\": \"\", \"status\": \"In Progress\", \"summary\": \"OPS-142 — Implement the search cache key src/search/cache_key.py is not implemented.\", \"updated_day\": 420}", "tool": "jira_get_issue"} |
| {"args": {"source": "DOB-032"}, "ok": true, "result": "{\"count\": 1, \"rows\": [{\"kind\": \"relates\", \"source\": \"DOB-032\", \"target\": \"GH-9032\"}]}", "tool": "list_issue_links"} |
| {"args": {"repo": "novacart/search", "state": "open"}, "ok": true, "result": "{\"count\": 1, \"rows\": [{\"created_day\": 415, \"labels\": \"code_implementation,needs-correlation\", \"number\": 9032, \"repo\": \"novacart/search\", \"state\": \"open\", \"title\": \"Operational evidence for DOB-032\"}]}", "tool": "github_list_issues"} |
| {"args": {"query": "DOB-032", "space": "OPS"}, "ok": true, "result": "{\"count\": 3, \"rows\": [{\"last_updated_day\": 420, \"page_id\": 10032, \"space\": \"OPS\", \"stale\": 0, \"title\": \"DOB-032 current operating control\"}, {\"last_updated_day\": 310, \"page_id\": 11032, \"space\": \"OPS\", \"stale\": 1, \"title\": \"DOB-032 retired shortcut note\"}, {\"last_updated_day\": 420, \"page_id\": 14032, \"space\": \"OPS\", \"stale\": 0, \"title\": \"DOB-032 change-readiness standard for search-cache worker\"}]}", "tool": "confluence_search"} |
| {"args": {"page_id": 10032}, "ok": true, "result": "{\"body\": \"Control OPS-CONTROL-2026.03 is effective for DOB-032 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 search-cache worker: 2026-03-04, 2026-03-06, 2026-03-08, 2026-03-10 at 14:00Z; work outside these windows requires incident-commander approval. Vendor capacity order VEND-32 and change approval CHG-32 are the authoritative records for the cutover capacity plan.\", \"last_updated_day\": 420, \"page_id\": 10032, \"space\": \"OPS\", \"stale\": 0, \"title\": \"DOB-032 current operating control\"}", "tool": "confluence_get_page"} |
| {"args": {"page_id": 11032}, "ok": true, "result": "{\"body\": \"Retired control OPS-CONTROL-2025.11 for DOB-032. This draft recommends trusting the first alert and closing the tracker after a single-system check. It is retained for audit history and was superseded by OPS-CONTROL-2026.03.\", \"last_updated_day\": 310, \"page_id\": 11032, \"space\": \"OPS\", \"stale\": 1, \"title\": \"DOB-032 retired shortcut note\"}", "tool": "confluence_get_page"} |
| {"args": {"channel": "case-032-search", "limit": 50}, "ok": true, "result": "{\"count\": 4, \"rows\": [{\"author\": \"customer-success\", \"body\": \"The search-cache worker cutover is committed for 2026-03-04; please state in the handoff whether the capacity plan lands on time and what it costs.\", \"channel\": \"case-032-search\", \"message_id\": 10}, {\"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.\", \"channel\": \"case-032-search\", \"message_id\": 9}, {\"author\": \"on-call\", \"body\": \"For search, the first signal may be symptomatic. Check the linked records before changing production.\", \"channel\": \"case-032-search\", \"message_id\": 8}, {\"author\": \"release-manager\", \"body\": \"Please resolve DOB-032. The Jira state is only intake; confirm the live systems.\", \"channel\": \"case-032-search\", \"message_id\": 7}]}", "tool": "list_messages"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 2, \"rows\": [{\"detail\": \"intermittent failure: test_index_refresh (rerun may pass)\", \"pr_number\": null, \"run_id\": 10, \"service\": \"search\", \"status\": \"failed\"}, {\"detail\": \"all checks passed\", \"pr_number\": null, \"run_id\": 9, \"service\": \"search\", \"status\": \"passed\"}]}", "tool": "list_ci_runs"} |
| {"args": {"pd_service_id": "PD-DOB-032", "since_day": 330}, "ok": true, "result": "{\"count\": 2, \"rows\": [{\"change_id\": 5, \"day\": 418, \"pd_service_id\": \"PD-DOB-032\", \"summary\": \"Scaled the search-cache worker production pool to 12 replicas across 4 zones (DOB-032 capacity baseline)\"}, {\"change_id\": 4, \"day\": 419, \"pd_service_id\": \"PD-DOB-032\", \"summary\": \"DOB-032 intake evidence for search; outcome not yet established\"}]}", "tool": "pd_list_change_events"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 1, \"rows\": [{\"error_rate_pct\": 0.1, \"failed_requests_per_min\": 10.8, \"latency_p99_ms\": 850.0, \"route\": \"GET /search\", \"route_id\": 9208, \"rps\": 180, \"service\": \"search\", \"share_pct\": 100}]}", "tool": "get_traffic_stats"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 5, \"rows\": [{\"file_id\": 3, \"language\": \"python\", \"loc\": 6, \"owner\": \"\", \"path\": \"src/search/cache_key.py\", \"service\": \"search\"}, {\"file_id\": 22, \"language\": \"python\", \"loc\": 70, \"owner\": \"Mei Tanaka\", \"path\": \"src/search/indexer.py\", \"service\": \"search\"}, {\"file_id\": 20, \"language\": \"python\", \"loc\": 68, \"owner\": \"Mei Tanaka\", \"path\": \"src/search/query.py\", \"service\": \"search\"}, {\"file_id\": 21, \"language\": \"python\", \"loc\": 69, \"owner\": \"Jordan Blake\", \"path\": \"src/search/ranking.py\", \"service\": \"search\"}, {\"file_id\": 23, \"language\": \"python\", \"loc\": 44, \"owner\": \"Jordan Blake\", \"path\": \"tests/test_ranking.py\", \"service\": \"search\"}]}", "tool": "list_files"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 20, \"rows\": [{\"additions\": 7, \"author\": \"Jordan Blake\", \"day\": 412, \"deletions\": 2, \"files\": \"src/search/query.py\", \"message\": \"search: p99 latency doubled since the reshard finished\", \"service\": \"search\", \"sha\": \"d63b1e8\"}, {\"additions\": 6, \"author\": \"Mei Tanaka\", \"day\": 402, \"deletions\": 9, \"files\": \"src/search/query.py\", \"message\": \"search: disable the query cache while the index reshards (OPS-318)\", \"service\": \"search\", \"sha\": \"a5c3e07\"}, {\"additions\": 8, \"author\": \"Mei Tanaka\", \"day\": 401, \"deletions\": 3, \"files\": \"src/search/query.py\", \"message\": \"search: redis cluster shedding connections under cache write load\", \"service\": \"search\", \"sha\": \"f2b9e05\"}, {\"additions\": 11, \"author\": \"Mei Tanaka\", \"day\": 398, \"deletions\": 4, \"files\": \"src/search/query.py\", \"message\": \"search: cache write path amplifying load during the reshard\", \"service\": \"search\", \"sha\": \"d720983\"}, {\"additions\": 17, \"author\": \"Jordan Blake\", \"day\": 389, \"deletions\": 9, \"files\": \"tests/test_ranking.py\", \"message\": \"search: ranking snapshot tests refreshed\", \"service\": \"search\", \"sha\": \"c4b6209\"}, {\"additions\": 12, \"author\": \"Mei Tanaka\", \"day\": 378, \"deletions\": 5, \"files\": \"src/search/query.py\", \"message\": \"search: reshard doubled write amplification on the cache cluster\", \"service\": \"search\", \"sha\": \"6e29d40\"}, {\"additions\": 5, \"author\": \"Jordan Blake\", \"day\": 369, \"deletions\": 5, \"files\": \"src/search/ranking.py\", \"message\": \"search: relevance weight nudged to 0.55 after the A/B readout\", \"service\": \"search\", \"sha\": \"cb4501f\"}, {\"additions\": 27, \"author\": \"Mei Tanaka\", \"day\": 360, \"deletions\": 13, \"files\": \"src/search/indexer.py,src/search/query.py\", \"message\": \"search: index reshard from 4 to 8 shards, staged\", \"service\": \"search\", \"sha\": \"d9a5f30\"}, {\"additions\": 21, \"author\": \"Jordan Blake\", \"day\": 350, \"deletions\": 3, \"files\": \"src/search/ranking.py\", \"message\": \"search: docs: how to interpret ranking components\", \"service\": \"search\", \"sha\": \"029ecf7\"}, {\"additions\": 2, \"author\": \"Mei Tanaka\", \"day\": 341, \"deletions\": 2, \"files\": \"src/search/indexer.py\", \"message\": \"search: cut v3.0.4\", \"service\": \"search\", \"sha\": \"a4715ce\"}, {\"additions\": 1, \"author\": \"Jordan Blake\", \"day\": 332, \"deletions\": 23, \"files\": \"src/search/ranking.py\", \"message\": \"search: drop the unused geo boost helper\", \"service\": \"search\", \"sha\": \"d6b74fc\"}, {\"additions\": 2, \"author\": \"Mei Tanaka\", \"day\": 321, \"deletions\": 2, \"files\": \"src/search/query.py\", \"message\": \"search: cut v3.0.0\", \"service\": \"search\", \"sha\": \"e470c19\"}, {\"additions\": 15, \"author\": \"Jordan Blake\", \"day\": 312, \"deletions\": 3, \"files\": \"src/search/query.py\", \"message\": \"search: OPS-288 alert on cache hit rate below 60%\", \"service\": \"search\", \"sha\": \"d5b029c\"}, {\"additions\": 14, \"author\": \"Mei Tanaka\", \"day\": 303, \"deletions\": 8, \"files\": \"src/search/indexer.py,src/search/query.py\", \"message\": \"search: index shard count read from config\", \"service\": \"search\", \"sha\": \"1d605ea\"}, {\"additions\": 31, \"author\": \"Jordan Blake\", \"day\": 293, \"deletions\": 5, \"files\": \"tests/test_ranking.py\", \"message\": \"search: ranking regression fixtures from production samples\", \"service\": \"search\", \"sha\": \"9ca6e21\"}, {\"additions\": 9, \"author\": \"Mei Tanaka\", \"day\": 284, \"deletions\": 4, \"files\": \"src/search/query.py\", \"message\": \"search: normalize terms before hashing the cache key\", \"service\": \"search\", \"sha\": \"6da039e\"}, {\"additions\": 13, \"author\": \"Jordan Blake\", \"day\": 274, \"deletions\": 4, \"files\": \"src/search/ranking.py\", \"message\": \"search: expose ranking components in debug responses\", \"service\": \"search\", \"sha\": \"8f2a071\"}, {\"additions\": 13, \"author\": \"Mei Tanaka\", \"day\": 265, \"deletions\": 4, \"files\": \"src/search/query.py\", \"message\": \"search: short-circuit empty search terms before hitting the index\", \"service\": \"search\", \"sha\": \"b7d1e60\"}, {\"additions\": 2, \"author\": \"Jordan Blake\", \"day\": 260, \"deletions\": 2, \"files\": \"src/search/ranking.py\", \"message\": \"search: cut v2.9.0\", \"service\": \"search\", \"sha\": \"e137c40\"}, {\"ad...[truncated]", "tool": "list_commits"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 2, \"rows\": [{\"name\": \"test_ranking\", \"quarantined\": 0, \"service\": \"search\", \"status\": \"passing\", \"suite\": \"unit\", \"test_id\": 9904}, {\"name\": \"test_index_refresh\", \"quarantined\": 0, \"service\": \"search\", \"status\": \"flaky\", \"suite\": \"integration\", \"test_id\": 9912}]}", "tool": "list_tests"} |
| {"args": {"page_id": 14032}, "ok": true, "result": "{\"body\": \"Change-readiness standard for DOB-032 (search-cache worker), effective under OPS-CONTROL-2026.03. Before the search-cache worker cutover is declared ready, the production pool must hold 3 healthy serving replicas in every production zone. The zone count and the current pool size are the PagerDuty scale record for PD-DOB-032; replicas reserved for another team's freeze in the Linear capacity register (CAP-32) are not usable. Any shortfall is covered only by confirmed CloudCap capacity (Jira order VEND-32) 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-32. Record the plan as the reconciliation answer to question DOB-032-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_TIME or LATE.\", \"last_updated_day\": 420, \"page_id\": 14032, \"space\": \"OPS\", \"stale\": 0, \"title\": \"DOB-032 change-readiness standard for search-cache worker\"}", "tool": "confluence_get_page"} |
| {"args": {"key": "VEND-32"}, "ok": true, "result": "{\"assignee\": \"procurement\", \"component\": \"search\", \"created_day\": 416, \"issue_type\": \"Vendor Order\", \"key\": \"VEND-32\", \"links\": [], \"priority\": \"Medium\", \"project\": \"VEND\", \"resolution\": \"Confirmed\", \"status\": \"Done\", \"summary\": \"CloudCap capacity order for DOB-032: 2 search-cache worker replicas, standard delivery 2026-03-07, expedited delivery 2026-03-04 for USD 1200\", \"updated_day\": 419}", "tool": "jira_get_issue"} |
| {"args": {"key": "CHG-32"}, "ok": true, "result": "{\"assignee\": \"change-advisory\", \"component\": \"search\", \"created_day\": 417, \"issue_type\": \"Change\", \"key\": \"CHG-32\", \"links\": [], \"priority\": \"Medium\", \"project\": \"CHG\", \"resolution\": \"Approved\", \"status\": \"Done\", \"summary\": \"Change approval CHG-32 for DOB-032: the standard and expedited CloudCap capacity plans for search-cache worker are approved within the published change windows; releasing reserved capacity or executing outside a window is not approved\", \"updated_day\": 419}", "tool": "jira_get_issue"} |
| {"args": {"team": "team-search"}, "ok": true, "result": "{\"count\": 1, \"rows\": [{\"created_day\": 417, \"identifier\": \"CAP-32\", \"label\": \"capacity\", \"priority\": 3, \"state\": \"In Progress\", \"team\": \"team-search\", \"title\": \"2 search-cache worker replicas reserved for the media-service freeze until 2026-03-07; early release needs incident-commander approval and a USD 1600 re-provisioning charge (DOB-032)\"}]}", "tool": "linear_list_issues"} |
| {"args": {"since_day": 330}, "ok": true, "result": "{\"count\": 4, \"rows\": [{\"impact\": \"major\", \"linked_incident\": 5101, \"post_id\": 7001, \"published_day\": 412, \"state\": \"resolved\", \"title\": \"Degraded checkout performance\"}, {\"impact\": \"minor\", \"linked_incident\": 5102, \"post_id\": 7002, \"published_day\": 415, \"state\": \"monitoring\", \"title\": \"Elevated error rates on payments\"}, {\"impact\": \"major\", \"linked_incident\": 5103, \"post_id\": 7003, \"published_day\": 417, \"state\": \"resolved\", \"title\": \"API latency affecting some customers\"}, {\"impact\": \"none\", \"linked_incident\": null, \"post_id\": 13032, \"published_day\": 419, \"state\": \"scheduled\", \"title\": \"DOB-032: search-cache worker cutover scheduled for 2026-03-04\"}]}", "tool": "list_status_page_posts"} |
| {"args": {}, "ok": true, "result": "{\"count\": 6, \"rows\": [{\"last_reviewed_day\": 340, \"owning_team\": \"Commerce Platform\", \"row_id\": 1, \"service_label\": \"Checkout (commerce)\", \"slack_channel\": \"#commerce\", \"week_start\": \"sunday\"}, {\"last_reviewed_day\": 340, \"owning_team\": \"Commerce Platform\", \"row_id\": 2, \"service_label\": \"Payments (commerce)\", \"slack_channel\": \"#commerce\", \"week_start\": \"sunday\"}, {\"last_reviewed_day\": 210, \"owning_team\": \"Discovery Squad\", \"row_id\": 3, \"service_label\": \"Search (growth)\", \"slack_channel\": \"#growth\", \"week_start\": \"sunday\"}, {\"last_reviewed_day\": 180, \"owning_team\": \"Edge Team\", \"row_id\": 4, \"service_label\": \"Gateway (platform)\", \"slack_channel\": \"#edge\", \"week_start\": \"sunday\"}, {\"last_reviewed_day\": 355, \"owning_team\": \"Commerce Platform\", \"row_id\": 5, \"service_label\": \"Inventory (commerce)\", \"slack_channel\": \"#commerce\", \"week_start\": \"sunday\"}, {\"last_reviewed_day\": 419, \"owning_team\": \"team-search\", \"row_id\": 12032, \"service_label\": \"search\", \"slack_channel\": \"case-032-search\", \"week_start\": \"monday\"}]}", "tool": "read_owner_spreadsheet"} |
| {"args": {}, "ok": true, "result": "{\"count\": 5, \"rows\": [{\"escalation_policy\": \"EP-Commerce\", \"name\": \"checkout-api\", \"pd_service_id\": \"PSVC001\", \"status\": \"active\"}, {\"escalation_policy\": \"EP-Commerce\", \"name\": \"payments-api\", \"pd_service_id\": \"PSVC002\", \"status\": \"active\"}, {\"escalation_policy\": \"EP-Platform\", \"name\": \"edge-gateway\", \"pd_service_id\": \"PSVC003\", \"status\": \"active\"}, {\"escalation_policy\": \"EP-Growth\", \"name\": \"search-svc\", \"pd_service_id\": \"PSVC004\", \"status\": \"active\"}, {\"escalation_policy\": \"EP-Commerce\", \"name\": \"inventory-api\", \"pd_service_id\": \"PSVC005\", \"status\": \"active\"}]}", "tool": "pd_list_services"} |
| {"args": {"project": "DOB"}, "ok": true, "result": "{\"count\": 1, \"rows\": [{\"assignee\": \"on-call\", \"component\": \"search\", \"created_day\": 414, \"issue_type\": \"Task\", \"key\": \"DOB-032\", \"priority\": \"High\", \"project\": \"DOB\", \"resolution\": \"\", \"status\": \"In Progress\", \"summary\": \"OPS-142 — Implement the search cache key src/search/cache_key.py is not implemented.\", \"updated_day\": 420}]}", "tool": "jira_search"} |
| {"args": {"query": "cache"}, "ok": true, "result": "{\"count\": 9, \"rows\": [{\"author\": \"Mei Tanaka\", \"day\": 233, \"doc_id\": 9604, \"kind\": \"runbook\", \"service\": \"search\", \"title\": \"Search caching\"}, {\"author\": \"Diego Ramos\", \"day\": 229, \"doc_id\": 9605, \"kind\": \"runbook\", \"service\": \"catalog\", \"title\": \"Catalog pricing performance\"}, {\"author\": \"Mei Tanaka\", \"day\": 221, \"doc_id\": 9613, \"kind\": \"runbook\", \"service\": \"media-service\", \"title\": \"CDN and media delivery\"}, {\"author\": \"Mei Tanaka\", \"day\": 212, \"doc_id\": 9616, \"kind\": \"design_doc\", \"service\": \"search\", \"title\": \"Search indexing pipeline\"}, {\"author\": \"Mei Tanaka\", \"day\": 156, \"doc_id\": 9618, \"kind\": \"adr\", \"service\": \"\", \"title\": \"ADR-014: Adopt per-service feature flags\"}, {\"author\": \"Priya Nair\", \"day\": 174, \"doc_id\": 9619, \"kind\": \"adr\", \"service\": \"\", \"title\": \"ADR-021: Standardize on staged canary deploys\"}, {\"author\": \"Alex Osei\", \"day\": 191, \"doc_id\": 9620, \"kind\": \"adr\", \"service\": \"payments\", \"title\": \"ADR-027: Move partner credentials to the secret manager\"}, {\"author\": \"Mei Tanaka\", \"day\": 183, \"doc_id\": 9622, \"kind\": \"postmortem\", \"service\": \"search\", \"title\": \"Postmortem: search cache stampede after index rebuild\"}, {\"author\": \"Priya Nair\", \"day\": 209, \"doc_id\": 9629, \"kind\": \"design_doc\", \"service\": \"api-gateway\", \"title\": \"API gateway: routing, traffic weights, and rate limiting\"}]}", "tool": "search_docs"} |
| {"args": {"key": "OPS-142"}, "ok": true, "result": "{\"assignee\": \"\", \"description\": \"\", \"key\": \"OPS-142\", \"priority\": \"high\", \"service\": \"\", \"status\": \"open\", \"ticket_id\": 9180, \"title\": \"Implement the search cache key\", \"type\": \"feature\"}", "tool": "get_ticket"} |
| {"args": {"path": "src/search/cache_key.py"}, "ok": true, "result": "{\"current_content\": \"\\\"\\\"\\\"Cache key derivation for the search result cache.\\\"\\\"\\\"\\n\\n\\ndef cache_key(params):\\n \\\"\\\"\\\"A stable key for a parameter dict.\\\"\\\"\\\"\\n raise NotImplementedError\\n\", \"function\": \"cache_key\", \"note\": \"hidden tests also run at verification time and are not shown\", \"path\": \"src/search/cache_key.py\", \"service\": \"search\", \"spec\": \"Implement cache_key(params) returning a string.\\n\\nThe search result cache is keyed on the query parameters. Two calls with the\\nsame parameters must produce the same key regardless of the order the keys\\nwere inserted into the dict, because callers build them in different orders\\nand a mismatch silently halves the hit rate.\\n\\nDifferent parameters must produce different keys. A parameter explicitly set\\nto None is not the same request as one that was never supplied. Values may be\\nstrings, numbers, booleans or None.\", \"visible_tests\": [\"identical dicts agree\"]}", "tool": "read_exercise"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"depends_on\": [{\"depends_on\": \"pg-replica\", \"kind\": \"database\"}, {\"depends_on\": \"redis-cache\", \"kind\": \"cache\"}], \"description\": \"Product search and ranking.\", \"kind\": \"backend\", \"language\": \"python\", \"metrics\": {\"error_rate_pct\": 0.1, \"latency_p99_ms\": 850.0}, \"name\": \"search\", \"oncall_engineer\": \"Mei Tanaka\", \"production\": {\"config\": {\"cache_enabled\": \"false\", \"cache_ttl_s\": \"300\", \"index_shards\": \"4\"}, \"module\": {\"ranking\": \"present\"}, \"version\": {\"current\": \"v3.0.5\"}}, \"repo_version\": \"v3.0.5\", \"service_id\": 9007, \"team\": \"growth\", \"tier\": 2}", "tool": "get_service"} |
| {"args": {"service": "search"}, "ok": true, "result": "{\"count\": 0, \"rows\": []}", "tool": "list_pull_requests"} |
| {"args": {"content": "\"\"\"Cache key derivation for the search result cache.\"\"\"\nimport json\n\n\ndef cache_key(params):\n \"\"\"A stable key for a parameter dict.\"\"\"\n return json.dumps(params, sort_keys=True, separators=(',', ':'),\n default=str)\n", "path": "src/search/cache_key.py"}, "ok": true, "result": "{\"chars\": 242, \"next\": \"run_exercise_tests to execute it\", \"ok\": true, \"path\": \"src/search/cache_key.py\"}", "tool": "write_implementation"} |
| {"args": {"path": "src/search/cache_key.py"}, "ok": true, "result": "{\"note\": \"all visible tests pass; hidden tests also ran and are not shown\", \"ok\": true, \"passed\": 1, \"path\": \"src/search/cache_key.py\", \"tests\": [{\"error\": \"\", \"name\": \"identical dicts agree\", \"passed\": true}], \"total\": 1}", "tool": "run_exercise_tests"} |
| {"args": {"key": "OPS-142", "status": "done"}, "ok": true, "result": "{\"assignee\": \"\", \"key\": \"OPS-142\", \"ok\": true, \"status\": \"done\"}", "tool": "update_ticket"} |
| {"args": {"answer": "{\"approval_reference\":\"CHG-32\",\"business_need_date\":\"2026-03-04\",\"capacity_request_replicas\":2,\"decision_timing_status\":\"ON_TIME\",\"escalation_approval_required\":1,\"expedited_capacity_date\":\"2026-03-04\",\"expedited_plan_completion\":\"2026-03-04\",\"next_change_window\":\"2026-03-04\",\"observed_replicas\":12,\"outcome_vs_control_days\":0,\"production_zones\":4,\"quantity_unit\":\"replicas\",\"recommended_incremental_cost_usd\":1200,\"recommended_option\":\"expedite_capacity\",\"recommended_outcome_date\":\"2026-03-04\",\"replica_gap\":2,\"replicas_per_zone\":3,\"required_replicas\":12,\"reserved_release_completion\":\"2026-03-03\",\"reserved_replicas\":2,\"standard_capacity_date\":\"2026-03-07\",\"standard_plan_completion\":\"2026-03-08\",\"usable_replicas\":10}", "assumptions": "Required 12 = 3 per zone x 4 zones from the readiness standard and the PagerDuty scale record; usable 10 = 12 observed - 2 reserved in CAP-32; gap 2 covered by VEND-32; completion is the first published change window on or after delivery; release_reserved_capacity needs approval beyond CHG-32 so it is not selected.", "question_id": "DOB-032-capacity-plan", "sources": ["confluence_pages", "pd_change_events", "linear_issues", "jira_issues", "status_page_posts", "messages"]}, "ok": true, "result": "{\"answer\": \"{\\\"approval_reference\\\":\\\"CHG-32\\\",\\\"business_need_date\\\":\\\"2026-03-04\\\",\\\"capacity_request_replicas\\\":2,\\\"decision_timing_status\\\":\\\"ON_TIME\\\",\\\"escalation_approval_required\\\":1,\\\"expedited_capacity_date\\\":\\\"2026-03-04\\\",\\\"expedited_plan_completion\\\":\\\"2026-03-04\\\",\\\"next_change_window\\\":\\\"2026-03-04\\\",\\\"observed_replicas\\\":12,\\\"outcome_vs_control_days\\\":0,\\\"production_zones\\\":4,\\\"quantity_unit\\\":\\\"replicas\\\",\\\"recommended_incremental_cost_usd\\\":1200,\\\"recommended_option\\\":\\\"expedite_capacity\\\",\\\"recommended_outcome_date\\\":\\\"2026-03-04\\\",\\\"replica_gap\\\":2,\\\"replicas_per_zone\\\":3,\\\"required_replicas\\\":12,\\\"reserved_release_completion\\\":\\\"2026-03-03\\\",\\\"reserved_replicas\\\":2,\\\"standard_capacity_date\\\":\\\"2026-03-07\\\",\\\"standard_plan_completion\\\":\\\"2026-03-08\\\",\\\"usable_replicas\\\":10}\", \"answer_id\": 1, \"ok\": true, \"question_id\": \"DOB-032-capacity-plan\", \"sources\": [\"confluence_pages\", \"jira_issues\", \"linear_issues\", \"messages\", \"pd_change_events\", \"status_page_posts\"]}", "tool": "submit_answer"} |
| {"args": {"key": "OPS-142"}, "ok": true, "result": "{\"assignee\": \"\", \"description\": \"\", \"key\": \"OPS-142\", \"priority\": \"high\", \"service\": \"\", \"status\": \"done\", \"ticket_id\": 9180, \"title\": \"Implement the search cache key\", \"type\": \"feature\"}", "tool": "get_ticket"} |
| {"args": {"body": "DOB-032: evidence-backed handoff complete. Current authority: OPS-CONTROL-2026.03. Capacity plan expedite_capacity: search-cache worker reaches 12 healthy replicas on 2026-03-04 (ON_TIME, +0 day(s) versus the 2026-03-04 cutover) for USD 1200 under change approval CHG-32; binding constraint: CloudCap expedited capacity on 2026-03-04 and the 2026-03-04 change window; release_reserved_capacity stays unexecuted because it needs approval beyond CHG-32. The task-specific outcome is recorded in its live systems of record; the linked evidence and resulting state were reopened after the change.", "channel": "case-032-search"}, "ok": true, "result": "{\"channel\": \"case-032-search\", \"message_id\": 11, \"ok\": true}", "tool": "post_message"} |
| {"args": {"channel": "case-032-search", "limit": 50}, "ok": true, "result": "{\"count\": 5, \"rows\": [{\"author\": \"agent\", \"body\": \"DOB-032: evidence-backed handoff complete. Current authority: OPS-CONTROL-2026.03. Capacity plan expedite_capacity: search-cache worker reaches 12 healthy replicas on 2026-03-04 (ON_TIME, +0 day(s) versus the 2026-03-04 cutover) for USD 1200 under change approval CHG-32; binding constraint: CloudCap expedited capacity on 2026-03-04 and the 2026-03-04 change window; release_reserved_capacity stays unexecuted because it needs approval beyond CHG-32. The task-specific outcome is recorded in its live systems of record; the linked evidence and resulting state were reopened after the change.\", \"channel\": \"case-032-search\", \"message_id\": 11}, {\"author\": \"customer-success\", \"body\": \"The search-cache worker cutover is committed for 2026-03-04; please state in the handoff whether the capacity plan lands on time and what it costs.\", \"channel\": \"case-032-search\", \"message_id\": 10}, {\"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.\", \"channel\": \"case-032-search\", \"message_id\": 9}, {\"author\": \"on-call\", \"body\": \"For search, the first signal may be symptomatic. Check the linked records before changing production.\", \"channel\": \"case-032-search\", \"message_id\": 8}, {\"author\": \"release-manager\", \"body\": \"Please resolve DOB-032. The Jira state is only intake; confirm the live systems.\", \"channel\": \"case-032-search\", \"message_id\": 7}]}", "tool": "list_messages"} |
| {"verdict": {"passed": true, "reward": 1.0, "score": 1.0}} |
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