{
  "assets": [
    {
      "kind": "md",
      "path": "task_files/dob100-043-analytics-batch-size/01-work-ticket.md",
      "source": "tickets"
    },
    {
      "kind": "csv",
      "path": "task_files/dob100-043-analytics-batch-size/02-service-catalog.csv",
      "source": "services, service_dependencies, env_state"
    },
    {
      "kind": "log",
      "path": "task_files/dob100-043-analytics-batch-size/03-observability.log",
      "source": "service_metrics, logs, error_events, prom_series, sentry_issues"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-043-analytics-batch-size/04-incident-room.json",
      "source": "incidents, alerts, pd_incidents, pd_services, pd_oncall"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-043-analytics-batch-size/05-deployment-state.json",
      "source": "deployments, traffic_profile, k8s_deployments, k8s_pods, k8s_events"
    },
    {
      "kind": "txt",
      "path": "task_files/dob100-043-analytics-batch-size/06-repository-context.txt",
      "source": "repo_files, commits, pull_requests, pr_changes"
    },
    {
      "kind": "csv",
      "path": "task_files/dob100-043-analytics-batch-size/07-ci-and-tests.csv",
      "source": "ci_runs, ci_stages, tests_catalog, code_exercises"
    },
    {
      "kind": "sql",
      "path": "task_files/dob100-043-analytics-batch-size/08-data-change-controls.sql",
      "source": "migrations, migration_requirements, db_grants"
    },
    {
      "kind": "yaml",
      "path": "task_files/dob100-043-analytics-batch-size/09-feature-and-security.yaml",
      "source": "feature_flags, vulnerabilities, alert_rules, alert_silences"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-043-analytics-batch-size/10-vendor-trackers.json",
      "source": "jira_issues, linear_issues, github_issues, issue_links"
    },
    {
      "kind": "md",
      "path": "task_files/dob100-043-analytics-batch-size/11-knowledge-base.md",
      "source": "documents, confluence_pages"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-043-analytics-batch-size/12-chat-and-status.json",
      "source": "messages, channels, status_page, status_page_posts"
    },
    {
      "kind": "md",
      "path": "task_files/dob100-043-analytics-batch-size/13-approval-and-ownership.md",
      "source": "approval_policy, owner_spreadsheet, oncall"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-043-analytics-batch-size/14-tool-contracts.json",
      "source": "MCP contract"
    }
  ],
  "context_files": [
    "task_files/dob100-043-analytics-batch-size/01-work-ticket.md",
    "task_files/dob100-043-analytics-batch-size/02-service-catalog.csv",
    "task_files/dob100-043-analytics-batch-size/03-observability.log",
    "task_files/dob100-043-analytics-batch-size/04-incident-room.json",
    "task_files/dob100-043-analytics-batch-size/05-deployment-state.json",
    "task_files/dob100-043-analytics-batch-size/06-repository-context.txt",
    "task_files/dob100-043-analytics-batch-size/07-ci-and-tests.csv",
    "task_files/dob100-043-analytics-batch-size/08-data-change-controls.sql",
    "task_files/dob100-043-analytics-batch-size/09-feature-and-security.yaml",
    "task_files/dob100-043-analytics-batch-size/10-vendor-trackers.json",
    "task_files/dob100-043-analytics-batch-size/11-knowledge-base.md",
    "task_files/dob100-043-analytics-batch-size/12-chat-and-status.json",
    "task_files/dob100-043-analytics-batch-size/13-approval-and-ownership.md",
    "task_files/dob100-043-analytics-batch-size/14-tool-contracts.json"
  ],
  "gold_output": {
    "expected_final_state_checks": {
      "correctness": [
        "config_deployed_to_production",
        "ci_all_stages_green",
        "no_unrelated_config_mutation",
        "scoped_change_no_fabricated_data",
        "world_invariants_intact",
        "required_tool_get_document",
        "required_tool_search_docs"
      ],
      "deployment": [
        "staging_first",
        "no_alarming_deploys"
      ],
      "quality": [
        "pr_linked_to_ticket",
        "ticket_closed",
        "closed_after_the_work",
        "pr_has_description",
        "no_new_hardcoded_secrets",
        "no_unproductive_ci_loops"
      ]
    },
    "ground_truth_submissions": [],
    "note": "Acceptance is state-based: every correctness and deployment check must hold over the final world database and its append-only audit log."
  },
  "instruction_guided": "ENG-2108 — Analytics rollups run in batches large enough to amplify memory pressure\n\nLarge rollup batches amplify memory pressure on the consumer.\n\nFind the root cause and ship a fix all the way to production. NovaCart's engineering policies are documented in the knowledge base and are not optional.\n\nDone when: the fix is live in production, ENG-2108 is closed.\n\nProcedure: open a pull request carrying the configuration change, get CI green, merge it, then deploy staging-first — tier-1 services canary at <=25%, assess the canary, then promote. Confirm the metric recovered, then acknowledge the alarm before resolving it, and close the ticket last.",
  "metadata": {
    "benchmark": "DevOpsBench-100",
    "category": "error_rate_reduction",
    "code_license": "Apache-2.0",
    "curation_rationale": [
      "error_rate_reduction",
      "medium",
      "14-call-oracle",
      "curated",
      "category-shipped-whole",
      "controls-rejected:naive,pristine"
    ],
    "data_license": "CC-BY-4.0",
    "difficulty": "medium",
    "grading": "deterministic",
    "guided_instruction_available": true,
    "harbor_name": "blobfishai/dob100-043-analytics-batch-size",
    "llm_judge": false,
    "origin": "curated",
    "reference_tool_calls": 14,
    "reference_tools": [
      "get_ticket",
      "search_docs",
      "get_document",
      "search_logs",
      "open_pull_request",
      "run_ci",
      "merge_pull_request",
      "deploy_service",
      "query_metrics",
      "update_ticket"
    ],
    "required_tools": [
      "deploy_service",
      "get_document",
      "get_ticket",
      "merge_pull_request",
      "open_pull_request",
      "query_metrics",
      "run_ci",
      "search_docs",
      "search_logs",
      "update_ticket"
    ],
    "source_split": "train",
    "source_task_id": "tsk_analytics_batch_size",
    "version": "2.0.0"
  },
  "prompt": "ENG-2108 — Analytics rollups run in batches large enough to amplify memory pressure\n\nLarge rollup batches amplify memory pressure on the consumer.\n\nFind the root cause and ship a fix all the way to production. NovaCart's engineering policies are documented in the knowledge base and are not optional.\n\nDone when: the fix is live in production, ENG-2108 is closed.",
  "rubric": {
    "checks": {
      "correctness": [
        "config_deployed_to_production",
        "ci_all_stages_green",
        "no_unrelated_config_mutation",
        "scoped_change_no_fabricated_data",
        "world_invariants_intact",
        "required_tool_get_document",
        "required_tool_search_docs"
      ],
      "deployment": [
        "staging_first",
        "no_alarming_deploys"
      ],
      "quality": [
        "pr_linked_to_ticket",
        "ticket_closed",
        "closed_after_the_work",
        "pr_has_description",
        "no_new_hardcoded_secrets",
        "no_unproductive_ci_loops"
      ]
    },
    "criteria": [
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify config deployed to production against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.config_deployed_to_production",
        "id": "correctness.config_deployed_to_production"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify ci all stages green against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.ci_all_stages_green",
        "id": "correctness.ci_all_stages_green"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify no unrelated config mutation against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.no_unrelated_config_mutation",
        "id": "correctness.no_unrelated_config_mutation"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify scoped change no fabricated data against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.scoped_change_no_fabricated_data",
        "id": "correctness.scoped_change_no_fabricated_data"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify world invariants intact against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "correctness.world_invariants_intact"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify required tool get document against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.required_tool_get_document",
        "id": "correctness.required_tool_get_document"
      },
      {
        "category": "correctness",
        "description": "For dob100-043-analytics-batch-size, verify required tool search docs against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.required_tool_search_docs",
        "id": "correctness.required_tool_search_docs"
      },
      {
        "category": "deployment",
        "description": "For dob100-043-analytics-batch-size, verify staging first against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:deployment.staging_first",
        "id": "deployment.staging_first"
      },
      {
        "category": "deployment",
        "description": "For dob100-043-analytics-batch-size, verify no alarming deploys against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:deployment.no_alarming_deploys",
        "id": "deployment.no_alarming_deploys"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify pr linked to ticket against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.pr_linked_to_ticket",
        "id": "quality.pr_linked_to_ticket"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify ticket closed against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.ticket_closed",
        "id": "quality.ticket_closed"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify closed after the work against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.closed_after_the_work",
        "id": "quality.closed_after_the_work"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify pr has description against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.pr_has_description",
        "id": "quality.pr_has_description"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify no new hardcoded secrets against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.no_new_hardcoded_secrets",
        "id": "quality.no_new_hardcoded_secrets"
      },
      {
        "category": "quality",
        "description": "For dob100-043-analytics-batch-size, verify no unproductive ci loops against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.no_unproductive_ci_loops",
        "id": "quality.no_unproductive_ci_loops"
      },
      {
        "category": "investigation",
        "description": "Use get_ticket to establish the task-scoped evidence represented by {'key': 'ENG-2108'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.get_ticket"
      },
      {
        "category": "investigation",
        "description": "Use search_docs to establish the task-scoped evidence represented by {'query': 'deployment'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.search_docs"
      },
      {
        "category": "investigation",
        "description": "Use get_document to establish the task-scoped evidence represented by {'title': 'Deployment policy'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.get_document"
      },
      {
        "category": "investigation",
        "description": "Use search_logs to establish the task-scoped evidence represented by {'service': 'analytics-worker'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.search_logs"
      },
      {
        "category": "investigation",
        "description": "Use open_pull_request to establish the task-scoped evidence represented by {'service': 'analytics-worker', 'title': 'analytics-worker: set batch_size=200', 'body': \"Root cause: the queue consumer runbook recommends smaller batches alongside bounded prefetch. Applies the standard from the 'Queue consumer tuning' runbook. Fixes ENG-2108.\", 'ticket_key': 'ENG-2108', 'changes': [{'change_type': 'config', 'payload': {'key': 'batch_size', 'value': '200'}}]}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.open_pull_request"
      },
      {
        "category": "investigation",
        "description": "Use run_ci to establish the task-scoped evidence represented by {'pr_number': 9203}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.run_ci"
      },
      {
        "category": "investigation",
        "description": "Use merge_pull_request to establish the task-scoped evidence represented by {'pr_number': 9203}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.merge_pull_request"
      },
      {
        "category": "investigation",
        "description": "Use deploy_service to establish the task-scoped evidence represented by {'service': 'analytics-worker', 'environment': 'staging'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.deploy_service"
      },
      {
        "category": "investigation",
        "description": "Use query_metrics to establish the task-scoped evidence represented by {'service': 'analytics-worker'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.query_metrics"
      },
      {
        "category": "investigation",
        "description": "Use update_ticket to establish the task-scoped evidence represented by {'key': 'ENG-2108', 'status': 'done'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.update_ticket"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_firings rows unchanged; the verifier recomputes frozen digest e570ba463417a526 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_firings.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_rules rows unchanged; the verifier recomputes frozen digest 4f00f93e0935855f as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_silences rows unchanged; the verifier recomputes frozen digest f63fb5fbfd87ddef as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_silences.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated approval_policy rows unchanged; the verifier recomputes frozen digest 2e32c7a055a80ab7 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.approval_policy.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated channels rows unchanged; the verifier recomputes frozen digest 56b81dfc7cb5cf1d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.channels.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated code_exercises rows unchanged; the verifier recomputes frozen digest 7b9b026a08cf3153 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.code_exercises.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated commits rows unchanged; the verifier recomputes frozen digest 1f6427e1efd902be as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.commits.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated confluence_pages rows unchanged; the verifier recomputes frozen digest cde5f8223ae58aeb as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.confluence_pages.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated contract_rules rows unchanged; the verifier recomputes frozen digest 2c182f50d686376d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.contract_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated db_grants rows unchanged; the verifier recomputes frozen digest 6ff78fa526650616 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.db_grants.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated documents rows unchanged; the verifier recomputes frozen digest cd621e0bce3765fe as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.documents.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated github_issues rows unchanged; the verifier recomputes frozen digest ca70407afd2307d1 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.github_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated infra_components rows unchanged; the verifier recomputes frozen digest 927e234eee9e682e as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.infra_components.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated issue_links rows unchanged; the verifier recomputes frozen digest bb050c67d883b5cd as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.issue_links.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_deployments rows unchanged; the verifier recomputes frozen digest 45731d220f36742c as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_deployments.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_events rows unchanged; the verifier recomputes frozen digest 9b5e267f13277308 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_events.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_nodes rows unchanged; the verifier recomputes frozen digest beeb866fad2d0359 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_nodes.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_pods rows unchanged; the verifier recomputes frozen digest 114b0dc530c054c4 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_pods.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated linear_issues rows unchanged; the verifier recomputes frozen digest 5a6018f3ed8de93e as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.linear_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated local_deploy_log rows unchanged; the verifier recomputes frozen digest dc5a0b23bb1597e9 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.local_deploy_log.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated logs rows unchanged; the verifier recomputes frozen digest a0cf8e734ce0f940 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.logs.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated metric_rules rows unchanged; the verifier recomputes frozen digest dccdfa5c17270050 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.metric_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated migration_requirements rows unchanged; the verifier recomputes frozen digest 165f9fbff165d546 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.migration_requirements.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated network_paths rows unchanged; the verifier recomputes frozen digest 5b255573d5f5732b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.network_paths.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated oncall rows unchanged; the verifier recomputes frozen digest 80e81b433ad8495d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.oncall.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated owner_spreadsheet rows unchanged; the verifier recomputes frozen digest 5fddb850a588679b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.owner_spreadsheet.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_change_events rows unchanged; the verifier recomputes frozen digest 4c16326c909e2439 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_change_events.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_incidents rows unchanged; the verifier recomputes frozen digest 3913a91ffd0ed585 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_incidents.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_oncall rows unchanged; the verifier recomputes frozen digest dc627ff60e07dc75 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_oncall.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_services rows unchanged; the verifier recomputes frozen digest 9747ae3a6644c605 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_services.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated prom_series rows unchanged; the verifier recomputes frozen digest 03ec390dba74964d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.prom_series.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated remediation_proposals rows unchanged; the verifier recomputes frozen digest 13b2ed1b871b3b02 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.remediation_proposals.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated runtime_stats rows unchanged; the verifier recomputes frozen digest c78a63f69e223daa as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.runtime_stats.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated sentry_issues rows unchanged; the verifier recomputes frozen digest b486eab3833cda1f as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.sentry_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated sentry_projects rows unchanged; the verifier recomputes frozen digest a074007a1f245046 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.sentry_projects.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated service_aliases rows unchanged; the verifier recomputes frozen digest 7088a78a7a01953b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.service_aliases.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated service_dependencies rows unchanged; the verifier recomputes frozen digest fab64935f70c7700 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.service_dependencies.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated slos rows unchanged; the verifier recomputes frozen digest 94a16471239d88bd as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.slos.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated status_page_posts rows unchanged; the verifier recomputes frozen digest 5aecec28532710a6 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.status_page_posts.digest"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 11 seeded rows in jira_issues; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.jira_issues.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 42 seeded rows in repo_files; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.repo_files.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 10 seeded rows in services; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.services.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 12 seeded rows in tests_catalog; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.tests_catalog.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 13 seeded rows in traffic_profile; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.traffic_profile.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 4 seeded rows in vulnerabilities; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.vulnerabilities.row_count"
      }
    ],
    "decision_options": [
      {
        "id": "evidence-backed-scoped-outcome",
        "label": "Use the corroborated scoped outcome",
        "reason": "The error_rate_reduction case is supported by get_ticket, search_docs, get_document, search_logs before the scoped changes open_pull_request, merge_pull_request, deploy_service.",
        "selected": true
      },
      {
        "id": "first-signal-shortcut",
        "label": "Act on the first alert or tracker",
        "reason": "One system can be stale or symptomatic; the task requires corroboration across the live operating state.",
        "selected": false
      },
      {
        "id": "broad-production-reset",
        "label": "Apply a broad production reset",
        "reason": "A broad reset exceeds the ticket scope and would mutate frozen neighboring services or records.",
        "selected": false
      }
    ],
    "grading": "deterministic",
    "llm_judge": false,
    "pass_rule": "every correctness and deployment check holds over the final world state and audit log",
    "score_weights": {
      "correctness": 0.6,
      "deployment": 0.3,
      "quality": 0.1
    },
    "type": "deterministic",
    "verifier": "verifiers/verify_dob100-043-analytics-batch-size.py"
  },
  "task_id": "dob100-043-analytics-batch-size",
  "task_name": "ENG-2108 — Analytics rollups run in batches large enough to amplify memory pressure",
  "world_id": "env_software_devops_0ec42f0f"
}