{
 "campaign": "stage600_a",
 "arms": {
  "A0_anchor_k5": {
   "cfg": {
    "method": "eagle3",
    "k": 5,
    "head": "lightseekorg/kimi-k2.6-eagle3.1-mla",
    "argmax": true,
    "kv": "fp8_e4m3",
    "ml": 16384
   },
   "cmd": "vllm serve /models/Kimi-K2.6-NVFP4 --tensor-parallel-size 4 --gpu-memory-utilization 0.90 --quantization modelopt_fp4 --max-model-len 16384 --kv-cache-dtype fp8_e4m3 --speculative-config {\"model\": \"lightseekorg/kimi-k2.6-eagle3.1-mla\", \"method\": \"eagle3\", \"num_speculative_tokens\": 5, \"use_local_argmax_reduction\": true} --compilation-config {\"cudagraph_mode\": \"FULL_AND_PIECEWISE\", \"cudagraph_capture_sizes\": [1, 2, 3, 4, 5, 6, 12, 18, 24, 48, 96, 192]} --attention-config {\"disable_flashinfer_q_quantization\": true} --chat-template /cache/kimi_chat_template.jinja --limit-mm-per-prompt {\"image\":0,\"video\":0} --async-scheduling --trust-remote-code --port 8000",
   "cells": {
    "tool_short8_health": {
     "n": 8,
     "tok_s_median": 294.9,
     "tok_s_first8_median": 294.9,
     "tok_s_agg": 274.1,
     "tok_s_all_sorted": [
      198.3,
      212.5,
      246.5,
      294.0,
      295.8,
      322.1,
      340.5,
      406.4
     ],
     "ctok_median": 1200,
     "aa_len_ok": false,
     "ttft_ms_median": 35.0,
     "prefix_cache_suspect": false,
     "tau": 3.3583,
     "per_pos": {
      "0": 0.716,
      "1": 0.5379,
      "2": 0.4253,
      "3": 0.3653,
      "4": 0.3139
     },
     "power": null,
     "rows": [
      {
       "ctok": 1200,
       "ttft_ms": 44.0,
       "tok_s": 198.3,
       "text": " ```json\n[\n  {\"id\":1,\"step\":\"Pre-check: Verify current cluster health and replication lag\",\"owner\":\"DBA\",\"command\":\"SELECT pg_is_in_recovery(), pg_last_xact_replay_timestamp(); SELECT * FROM pg_stat_replication;\",\"rollback\":\"Abort migration, investigate replication issues\"},\n  {\"id\":2,\"step\":\"Create pg_upgrade-compatible backup verification snapshot\",\"owner\":\"DBA\",\"command\":\"pg_dumpall --roles-only > /backup/roles_preupgrade.sql; verify with pg_dump --schema-only\",\"rollback\":\"Restore from existing nightly backups if needed\"},\n  {\"id\":3,\"step\":\"Enable enhanced logging and set maintenance window banner\",\"owner\":\"SRE\",\"command\":\"ALTER SYSTEM SET log_min_messages = 'WARNING'; SELECT pg_reload_conf(); set app banner 'Maintenance in progress'\",\"rollback\":\"ALTER SYSTEM RESET log_min_messages; SELECT pg_reload_conf()\"},\n  {\"id\":4,\"step\":\"Scale read replicas to prevent connection pile-up\",\"owner\":\"SRE\",\"command\":\"kubectl scale deployment pg-read-replicas --replicas=5\",\"rollback\":\"kubectl scale deployment pg-read-replicas --replicas=3\"},\n  {\"id\":5,\"step\":\"Drain non-essential connections and enable connection queue\",\"owner\":\"DBA\",\"command\":\"SELECT pg_terminate_backend(pid) FROM pg_stat_activity WHERE usename NOT IN ('replicator','monitoring') AND state = 'idle'; ALTER SYSTEM SET max_connections = 20;\",\"rollback\":\"ALTER SYSTEM RESET max_connections; SELECT pg_reload_conf()\"},\n  {\"id\":6,\"step\":\"Force final WAL archive and sync to standby\",\"owner\":\"DBA\",\"command\":\"SELECT pg_switch_wal(); SELECT pg_backup_start('upgrade', true);\",\"rollback\":\"SELECT pg_backup_stop() if needed\"},\n  {\"id\":7,\"step\":\"Stop application writes and enter read-only mode\",\"owner\":\"SRE\",\"command\":\"kubectl set env deployment/api READ_ONLY_MODE=true; verify via health checks\",\"rollback\":\"kubectl set env deployment/api READ_ONLY_MODE=false\"},\n  {\"id\":8,\"step\":\"Verify zero active writes and connection drain\",\"owner\":\"DBA\",\"command\":\"SELECT count(*) FROM pg_stat_activity WHERE state = 'active' AND query NOT LIKE '%pg_stat%'; SELECT pg_is_xlog_replay_paused();\",\"rollback\":\"If writes detected, re-enable app and retry\"},\n  {\"id\":9,\"step\":\"Promote standby to avoid primary downtime\",\"owner\":\"DBA\",\"command\":\"pg_ctl promote -D /var/lib/postgresql/15/data; verify new primary\",\"rollback\":\"Reconfigure as standby if promotion fails\"},\n  {\"id\":10,\"step\":\"Stop old primary PostgreSQL 15 cleanly\",\"owner\":\"DBA\",\"command\":\"pg_ctl stop -D /var/lib/postgresql/15/data -m fast; confirm with ps aux | grep postgres\",\"rollback\":\"pg_ctl start -D /var/lib/postgresql/15/data\"},\n  {\"id\":11,\"step\":\"Detach and unmount old data volume for safety\",\"owner\":\"SRE\",\"command\":\"umount /var/lib/postgresql/15/data; lvchange -an /dev/vg0/pg15_data\",\"rollback\":\"lvchange -ay /dev/vg0/pg15_data; mount -a\"},\n  {\"id\":12,\"step\":\"Initialize PostgreSQL 16 data directory\",\"owner\":\"DBA\",\"command\":\"initdb -D /var/lib/postgresql/16/data --locale=en_US.UTF-8 --encoding=UTF8\",\"rollback\":\"rm -rf /var/lib/postgresql/16/data\"},\n  {\"id\":13,\"step\":\"Run pg_upgrade with link mode for speed\",\"owner\":\"DBA\",\"command\":\"pg_upgrade --old-datadir=/var/lib/postgresql/15/data --new-datadir=/var/lib/postgresql/16/data --old-bindir=/usr/lib/postgresql/15/bin --new-bindir=/usr/lib/postgresql/16/bin --link --jobs=4\",\"rollback\":\"pg_upgrade --check reversal; restore from snapshot\"},\n  {\"id\":14,\"step\":\"Validate pg_upgrade output and fix any issues\",\"owner\":\"DBA\",\"command\":\"cat pg_upgrade_server.log; verify no ERROR lines; run ./analyze_new_cluster.sh\",\"rollback\":\"Re-run pg_upgrade with --check flag\"},\n  {\"id\":15,\"step\":\"Copy and update postgresql.conf for v16\",\"owner\":\"DBA\",\"command\":\"cp /var/lib/postgresql/15/data/postgresql.conf /var/lib/postgresql/16/data/; sed -i 's/#port = 5432/port = 5433/' for validation; merge v16 settings\",\"rollback\":\"Restore original postgresql.conf from backup\"},\n  {\"id\":16,\"step\":\"Update pg_hba.conf with production rules\",\"owner\":\"DBA\",\"command\":\"cp /backup/pg_hba.conf.production /var/lib/postgresql/16/data/pg_hba.conf; verify with pg_hba.conf checks\",\"rollback\":\"Restore pg_hba.conf from 15 backup\"},\n  {\"id\":17,\"step\":\"Start PostgreSQL 16 on alternate port for validation\",\"owner\":\"DBA\",\"command\":\"pg_ctl start -D /var/lib/postgresql/16/data -o '-p 5433'; verify logs\",\"rollback\":\"pg_ctl stop -D /var/lib/postgresql/16/data\"},\n  {\"id\":18,\"step\":\"Run pg_dump schema validation against v16\",\"owner\":\"DBA\",\"command\":\"pg_dump -p 5433 --schema-only | diff - <(pg_dump -p 5432 --schema-only) || true; check critical tables\",\"rollback\":\"Investigate schema mismatches, fix manually\"},\n  {\"id\":19,\"step\":\"Verify row counts on critical tables via port 5433\",\"owner\":\"DBA\",\"command\":\"psql -p 5433 -c \\\"SELECT schemaname,relname,n_live_tup FROM pg_stat",
       "slot": 0,
       "is_10k": false,
       "dr": 493.0,
       "ac": 707.0,
       "dtok": 2465.0,
       "pp_raw": {
        "0": 278.0,
        "1": 177.0,
        "2": 115.0,
        "3": 80.0,
        "4": 57.0
       },
       "tau": 2.4341
      },
      {
       "ctok": 1200,
       "ttft_ms": 42.0,
       "tok_s": 295.8,
       "text": " ```json\n[\n  {\"name\":\"HighErrorRate\",\"metric\":\"http_requests_total{status=~\\\"5..\\\"} / http_requests_total\",\"threshold\":0.05,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/high-error-rate\"},\n  {\"name\":\"Elevated4xxRate\",\"metric\":\"http_requests_total{status=~\\\"4..\\\"} / http_requests_total\",\"threshold\":0.1,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/elevated-4xx-rate\"},\n  {\"name\":\"P99LatencyHigh\",\"metric\":\"histogram_quantile(0.99, rate(http_request_duration_seconds_bucket[5m]))\",\"threshold\":2.0,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/p99-latency-high\"},\n  {\"name\":\"P95LatencyHigh\",\"metric\":\"histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))\",\"threshold\":1.0,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/p95-latency-high\"},\n  {\"name\":\"PaymentProcessingLatency\",\"metric\":\"histogram_quantile(0.99, rate(payment_processing_duration_seconds_bucket[5m]))\",\"threshold\":5.0,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/payment-processing-latency\"},\n  {\"name\":\"TransactionFailureRate\",\"metric\":\"payment_failures_total / payment_attempts_total\",\"threshold\":0.01,\"window\":\"10m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/transaction-failure-rate\"},\n  {\"name\":\"DeclinedTransactionSpike\",\"metric\":\"rate(payment_declined_total[5m])\",\"threshold\":100,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/declined-transaction-spike\"},\n  {\"name\":\"RefundFailureRate\",\"metric\":\"refund_failures_total / refund_attempts_total\",\"threshold\":0.05,\"window\":\"10m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/refund-failure-rate\"},\n  {\"name\":\"ChargebackRate\",\"metric\":\"chargebacks_total / completed_payments_total\",\"threshold\":0.005,\"window\":\"1h\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/chargeback-rate\"},\n  {\"name\":\"WebhookDeliveryFailure\",\"metric\":\"webhook_failures_total / webhook_attempts_total\",\"threshold\":0.1,\"window\":\"15m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/webhook-delivery-failure\"},\n  {\"name\":\"CPUThrottling\",\"metric\":\"rate(container_cpu_cfs_throttled_periods_total[5m]) / rate(container_cpu_cfs_periods_total[5m])\",\"threshold\":0.25,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/cpu-throttling\"},\n  {\"name\":\"HighCPUUtilization\",\"metric\":\"container_cpu_usage_seconds_total / kube_pod_container_resource_limits{resource=\\\"cpu\\\"}\",\"threshold\":0.8,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/high-cpu-utilization\"},\n  {\"name\":\"CriticalCPUUtilization\",\"metric\":\"container_cpu_usage_seconds_total / kube_pod_container_resource_limits{resource=\\\"cpu\\\"}\",\"threshold\":0.95,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/critical-cpu-utilization\"},\n  {\"name\":\"HighMemoryUtilization\",\"metric\":\"container_memory_working_set_bytes / kube_pod_container_resource_limits{resource=\\\"memory\\\"}\",\"threshold\":0.85,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/high-memory-utilization\"},\n  {\"name\":\"CriticalMemoryUtilization\",\"metric\":\"container_memory_working_set_bytes / kube_pod_container_resource_limits{resource=\\\"memory\\\"}\",\"threshold\":0.95,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/critical-memory-utilization\"},\n  {\"name\":\"PodCrashLooping\",\"metric\":\"rate(kube_pod_container_status_restarts_total[15m])\",\"threshold\":0.01,\"window\":\"15m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/pod-crash-looping\"},\n  {\"name\":\"PodNotReady\",\"metric\":\"kube_pod_status_phase{phase!=\\\"Running\\\"}\",\"threshold\":1,\"window\":\"5m\",\"severity\":\"critical\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/pod-not-ready\"},\n  {\"name\":\"HPAAtMaxReplicas\",\"metric\":\"kube_horizontalpodautoscaler_status_current_replicas / kube_horizontalpodautoscaler_spec_max_replicas\",\"threshold\":1.0,\"window\":\"10m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/hpa-at-max-replicas\"},\n  {\"name\":\"PendingPodsHigh\",\"metric\":\"kube_pod_status_phase{phase=\\\"Pending\\\"}\",\"threshold\":5,\"window\":\"10m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/pending-pods-high\"},\n  {\"name\":\"DiskSpaceHigh\",\"metric\":\"container_fs_usage_bytes / container_fs_limit_bytes\",\"threshold\":0.85,\"window\":\"5m\",\"severity\":\"warning\",\"runbook_url\":\"https://wiki.internal/runbooks/payments/disk-space-high\"},\n  {\"name\":\"DatabaseConnectionPoolExhausted\",\"metric\":\"db_connections_active / db_connections_max",
       "slot": 1,
       "is_10k": false,
       "dr": 332.0,
       "ac": 868.0,
       "dtok": 1660.0,
       "pp_raw": {
        "0": 258.0,
        "1": 201.0,
        "2": 161.0,
        "3": 140.0,
        "4": 108.0
       },
       "tau": 3.6145
      },
      {
       "ctok": 1175,
       "ttft_ms": 35.0,
       "tok_s": 340.5,
       "text": " ```json\n{\n  \"tasks\": [\n    {\n      \"task\": \"Send offer letter and contract\",\n      \"owner_role\": \"Founder/CEO\",\n      \"due_day\": -3,\n      \"tooling\": \"DocuSign\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Create email and Slack accounts\",\n      \"owner_role\": \"Office Manager/Operations\",\n      \"due_day\": -1,\n      \"tooling\": \"Google Workspace, Slack\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Provision laptop and hardware\",\n      \"owner_role\": \"Office Manager/Operations\",\n      \"due_day\": -1,\n      \"tooling\": \"Asset management spreadsheet\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Add to payroll system\",\n      \"owner_role\": \"Finance/Founder\",\n      \"due_day\": -1,\n      \"tooling\": \"Gusto or Rippling\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Set up health benefits enrollment\",\n      \"owner_role\": \"Office Manager/Operations\",\n      \"due_day\": 0,\n      \"tooling\": \"Gusto or benefits portal\",\n      \"depends_on\": \"Add to payroll system\"\n    },\n    {\n      \"task\": \"Schedule welcome meeting with CEO\",\n      \"owner_role\": \"Office Manager/Operations\",\n      \"due_day\": 0,\n      \"tooling\": \"Google Calendar\",\n      \"depends_on\": \"Create email and Slack accounts\"\n    },\n    {\n      \"task\": \"Grant access to password manager\",\n      \"owner_role\": \"IT/Operations Lead\",\n      \"due_day\": 0,\n      \"tooling\": \"1Password or Bitwarden\",\n      \"depends_on\": \"Create email and Slack accounts\"\n    },\n    {\n      \"task\": \"Add to team Slack channels\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 0,\n      \"tooling\": \"Slack\",\n      \"depends_on\": \"Create email and Slack accounts\"\n    },\n    {\n      \"task\": \"Complete security and compliance training\",\n      \"owner_role\": \"IT/Operations Lead\",\n      \"due_day\": 1,\n      \"tooling\": \"Trainual or Google Slides\",\n      \"depends_on\": \"Grant access to password manager\"\n    },\n    {\n      \"task\": \"Assign onboarding buddy\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 0,\n      \"tooling\": \"Slack\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Walk through product demo and codebase overview\",\n      \"owner_role\": \"Product Lead or Engineering Lead\",\n      \"due_day\": 1,\n      \"tooling\": \"Loom, Notion, or live session\",\n      \"depends_on\": \"Assign onboarding buddy\"\n    },\n    {\n      \"task\": \"Set up help desk software access\",\n      \"owner_role\": \"IT/Operations Lead\",\n      \"due_day\": 1,\n      \"tooling\": \"Zendesk, Intercom, or Help Scout\",\n      \"depends_on\": \"Grant access to password manager\"\n    },\n    {\n      \"task\": \"Review support playbook and macros\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 2,\n      \"tooling\": \"Notion or Google Docs\",\n      \"depends_on\": \"Set up help desk software access\"\n    },\n    {\n      \"task\": \"Shadow senior support team member\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 2,\n      \"tooling\": \"Zendesk/Intercom, Zoom\",\n      \"depends_on\": \"Assign onboarding buddy\"\n    },\n    {\n      \"task\": \"Complete first supervised ticket responses\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 3,\n      \"tooling\": \"Zendesk, Intercom, or Help Scout\",\n      \"depends_on\": \"Shadow senior support team member\"\n    },\n    {\n      \"task\": \"Schedule 30-day check-in\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 3,\n      \"tooling\": \"Google Calendar, Lattice\",\n      \"depends_on\": null\n    },\n    {\n      \"task\": \"Grant access to CRM and billing system\",\n      \"owner_role\": \"IT/Operations Lead\",\n      \"due_day\": 2,\n      \"tooling\": \"Salesforce, HubSpot, or Stripe\",\n      \"depends_on\": \"Complete security and compliance training\"\n    },\n    {\n      \"task\": \"Review escalation procedures and on-call rotation\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 4,\n      \"tooling\": \"PagerDuty, Opsgenie, or Notion\",\n      \"depends_on\": \"Complete first supervised ticket responses\"\n    },\n    {\n      \"task\": \"Add to knowledge base contributors\",\n      \"owner_role\": \"Hiring Manager (Support Lead)\",\n      \"due_day\": 5,\n      \"tooling\": \"Notion, Guru, or Zendesk Guide\",\n      \"depends_on\": \"Review support playbook and macros\"\n    },\n    {\n      \"task\": \"Collect onboarding feedback and iterate\",\n      \"owner_role\": \"Office Manager/Operations\",\n      \"due_day\": 7,\n      \"tooling\": \"Google Forms or Typeform\",\n      \"depends_on\": \"Schedule 30-day check-in\"\n    }\n  ]\n}\n```",
       "slot": 2,
       "is_10k": false,
       "dr": 283.0,
       "ac": 892.0,
       "dtok": 1415.0,
       "pp_raw": {
        "0": 240.0,
        "1": 193.0,
        "2": 166.0,
        "3": 154.0,
        "4": 139.0
       },
       "tau": 4.1519
      },
      {
       "ctok": 1200,
       "ttft_ms": 34.0,
       "tok_s": 406.4,
       "text": " ```json\n[\n  {\n    \"id\": 1,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"Team Meeting\",\"start_time\":\"2024-02-15T10:00:00Z\",\"end_time\":\"2024-02-15T11:00:00Z\",\"organizer\":\"alice@example.com\",\"attendees\":[\"bob@example.com\",\"carol@example.com\"]},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"booking_id\"\n  },\n  {\n    \"id\": 2,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"bookings\"\n  },\n  {\n    \"id\": 3,\n    \"endpoint\": \"/api/v1/bookings/abc123\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"abc123\"\n  },\n  {\n    \"id\": 4,\n    \"endpoint\": \"/api/v1/bookings/nonexistent\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\"\n  },\n  {\n    \"id\": 5,\n    \"endpoint\": \"/api/v1/bookings/abc123\",\n    \"method\": \"PUT\",\n    \"payload\": {\"title\":\"Updated Team Meeting\",\"start_time\":\"2024-02-15T12:00:00Z\",\"end_time\":\"2024-02-15T13:00:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"Updated Team Meeting\"\n  },\n  {\n    \"id\": 6,\n    \"endpoint\": \"/api/v1/bookings/abc123\",\n    \"method\": \"PATCH\",\n    \"payload\": {\"title\":\"Emergency Patch Meeting\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"Emergency Patch Meeting\"\n  },\n  {\n    \"id\": 7,\n    \"endpoint\": \"/api/v1/bookings/abc123\",\n    \"method\": \"DELETE\",\n    \"payload\": {},\n    \"expected_status\": 204,\n    \"expected_body_contains\": \"\"\n  },\n  {\n    \"id\": 8,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"Missing Times\",\"start_time\":\"\",\"end_time\":\"\",\"organizer\":\"test@example.com\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"start_time\"\n  },\n  {\n    \"id\": 9,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"End Before Start\",\"start_time\":\"2024-02-15T11:00:00Z\",\"end_time\":\"2024-02-15T10:00:00Z\",\"organizer\":\"test@example.com\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"end_time must be after start_time\"\n  },\n  {\n    \"id\": 10,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"No Organizer\",\"start_time\":\"2024-02-15T10:00:00Z\",\"end_time\":\"2024-02-15T11:00:00Z\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"organizer is required\"\n  },\n  {\n    \"id\": 11,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"Invalid Email\",\"start_time\":\"2024-02-15T10:00:00Z\",\"end_time\":\"2024-02-15T11:00:00Z\",\"organizer\":\"not-an-email\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"valid email\"\n  },\n  {\n    \"id\": 12,\n    \"endpoint\": \"/api/v1/bookings\",\n    \"method\": \"POST\",\n    \"payload\": {\"title\":\"Overlapping Booking\",\"start_time\":\"2024-02-15T10:30:00Z\",\"end_time\":\"2024-02-15T11:30:00Z\",\"organizer\":\"alice@example.com\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\"\n  },\n  {\n    \"id\": 13,\n    \"endpoint\": \"/api/v1/bookings?start=2024-02-15T00:00:00Z&end=2024-02-15T23:59:59Z\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"2024-02-15\"\n  },\n  {\n    \"id\": 14,\n    \"endpoint\": \"/api/v1/bookings?organizer=alice@example.com\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"alice@example.com\"\n  },\n  {\n    \"id\": 15,\n    \"endpoint\": \"/api/v1/bookings?attendee=bob@example.com\",\n    \"method\": \"GET\",\n    \"payload\": {},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"bob@example.com\"\n  },\n  {\n    \"id\": 16,\n    \"endpoint\": \"/api/v1/bookings?page=1&limit=10\",\n    \"method\": \"",
       "slot": 3,
       "is_10k": false,
       "dr": 240.0,
       "ac": 959.0,
       "dtok": 1200.0,
       "pp_raw": {
        "0": 219.0,
        "1": 208.0,
        "2": 196.0,
        "3": 175.0,
        "4": 161.0
       },
       "tau": 4.9958
      },
      {
       "ctok": 1164,
       "ttft_ms": 33.0,
       "tok_s": 322.1,
       "text": " ```json\n[\n  {\n    \"key\": \"new_onboarding_flow\",\n    \"description\": \"Redesigned user onboarding with progressive disclosure\",\n    \"default\": false,\n    \"rollout_percent\": 100,\n    \"owner\": \"product-team\",\n    \"expiry_date\": \"2025-06-30\"\n  },\n  {\n    \"key\": \"dark_mode\",\n    \"description\": \"System and manual dark mode theme support\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"design-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"offline_sync\",\n    \"description\": \"Background data synchronization without connectivity\",\n    \"default\": false,\n    \"rollout_percent\": 75,\n    \"owner\": \"backend-team\",\n    \"expiry_date\": \"2025-08-15\"\n  },\n  {\n    \"key\": \"push_notifications_v2\",\n    \"description\": \"Rich push notifications with images and actions\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"engagement-team\",\n    \"expiry_date\": \"2025-07-31\"\n  },\n  {\n    \"key\": \"biometric_login\",\n    \"description\": \"Fingerprint and face recognition authentication\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"security-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"in_app_purchases\",\n    \"description\": \"Native purchase flow for subscriptions and one-time buys\",\n    \"default\": false,\n    \"rollout_percent\": 50,\n    \"owner\": \"monetization-team\",\n    \"expiry_date\": \"2025-09-01\"\n  },\n  {\n    \"key\": \"crash_reporting_enhanced\",\n    \"description\": \"Detailed crash logs with user session replay\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"platform-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"social_sharing\",\n    \"description\": \"Native share sheets and deep linking to social platforms\",\n    \"default\": false,\n    \"rollout_percent\": 25,\n    \"owner\": \"growth-team\",\n    \"expiry_date\": \"2025-10-15\"\n  },\n  {\n    \"key\": \"voice_search\",\n    \"description\": \"Speech-to-text search input throughout the app\",\n    \"default\": false,\n    \"rollout_percent\": 10,\n    \"owner\": \"search-team\",\n    \"expiry_date\": \"2025-11-30\"\n  },\n  {\n    \"key\": \"widget_support\",\n    \"description\": \"iOS home screen and Android widget functionality\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"mobile-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"performance_monitoring\",\n    \"description\": \"Real-time app performance metrics collection\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"platform-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"a_b_test_new_home\",\n    \"description\": \"Experiment with card-based vs list-based home layout\",\n    \"default\": false,\n    \"rollout_percent\": 30,\n    \"owner\": \"product-team\",\n    \"expiry_date\": \"2025-07-15\"\n  },\n  {\n    \"key\": \"live_activities\",\n    \"description\": \"iOS Live Activities and Android equivalent for real-time updates\",\n    \"default\": false,\n    \"rollout_percent\": 15,\n    \"owner\": \"mobile-team\",\n    \"expiry_date\": \"2025-10-31\"\n  },\n  {\n    \"key\": \"ai_chat_assistant\",\n    \"description\": \"In-app conversational support and help bot\",\n    \"default\": false,\n    \"rollout_percent\": 5,\n    \"owner\": \"ai-team\",\n    \"expiry_date\": \"2025-12-01\"\n  },\n  {\n    \"key\": \"batch_deletion\",\n    \"description\": \"Multi-select and bulk delete operations\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"ux-team\",\n    \"expiry_date\": \"2025-12-31\"\n  },\n  {\n    \"key\": \"customizable_dashboard\",\n    \"description\": \"User-configurable widget arrangement on main screen\",\n    \"default\": false,\n    \"rollout_percent\": 20,\n    \"owner\": \"product-team\",\n    \"expiry_date\": \"2025-09-30\"\n  },\n  {\n    \"key\": \"end_to_end_encryption\",\n    \"description\": \"E2EE for sensitive user data and messages\",\n    \"default\": false,\n    \"rollout_percent\": 40,\n    \"owner\": \"security-team\",\n    \"expiry_date\": \"2025-11-15\"\n  },\n  {\n    \"key\": \"analytics_consent_prompt\",\n    \"description\": \"GDPR-compliant analytics opt-in with granular controls\",\n    \"default\": true,\n    \"rollout_percent\": 100,\n    \"owner\": \"privacy-team\",\n    \"expiry_date\": \"2025-12-31\"\n  }\n]\n```",
       "slot": 4,
       "is_10k": false,
       "dr": 294.0,
       "ac": 872.0,
       "dtok": 1470.0,
       "pp_raw": {
        "0": 229.0,
        "1": 187.0,
        "2": 169.0,
        "3": 151.0,
        "4": 136.0
       },
       "tau": 3.966
      },
      {
       "ctok": 1200,
       "ttft_ms": 38.0,
       "tok_s": 246.5,
       "text": " ```json\n[\n  {\n    \"step\": 1,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl get secrets --all-namespaces -o json | jq -r '.items[] | \\\"\\\\(.metadata.namespace)/\\\\(.metadata.name)\\\"' | sort > /tmp/all-secrets.txt\",\n    \"verify\": \"wc -l /tmp/all-secrets.txt && head -5 /tmp/all-secrets.txt\",\n    \"on_failure\": \"echo 'Failed to list secrets'; exit 1\"\n  },\n  {\n    \"step\": 2,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl get configmaps --all-namespaces -l secrets-manager=true -o json > /tmp/cm-secrets.json\",\n    \"verify\": \"jq '.items | length' /tmp/cm-secrets.json\",\n    \"on_failure\": \"echo 'No configmaps found or error'; true\"\n  },\n  {\n    \"step\": 3,\n    \"tool\": \"vault\",\n    \"command\": \"vault secrets list -format=json | jq -r 'keys[]' > /tmp/vault-mounts.txt\",\n    \"verify\": \"cat /tmp/vault-mounts.txt\",\n    \"on_failure\": \"echo 'Vault unreachable'; exit 1\"\n  },\n  {\n    \"step\": 4,\n    \"tool\": \"vault\",\n    \"command\": \"vault operator generate-root -init -format=json 2>/dev/null || true\",\n    \"verify\": \"vault status | grep -E 'Sealed|Active'\",\n    \"on_failure\": \"echo 'Vault not initialized or sealed'; exit 1\"\n  },\n  {\n    \"step\": 5,\n    \"tool\": \"aws\",\n    \"command\": \"aws secretsmanager list-secrets --query 'SecretList[*].Name' --output json > /tmp/aws-secrets.json\",\n    \"verify\": \"jq 'length' /tmp/aws-secrets.json\",\n    \"on_failure\": \"echo 'AWS Secrets Manager access failed'; true\"\n  },\n  {\n    \"step\": 6,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl get certificates --all-namespaces -o json | jq -r '.items[] | \\\"\\\\(.metadata.namespace)/\\\\(.metadata.name)\\\"' > /tmp/tls-certs.txt\",\n    \"verify\": \"wc -l /tmp/tls-certs.txt\",\n    \"on_failure\": \"echo 'No certificates or cert-manager not installed'; true\"\n  },\n  {\n    \"step\": 7,\n    \"tool\": \"vault\",\n    \"command\": \"vault write -f database/rotate-root/postgresql || vault write -f database/rotate-root/mysql\",\n    \"verify\": \"vault read database/creds/readonly -format=json | jq -r '.lease_id'\",\n    \"on_failure\": \"echo 'DB root rotation failed'; exit 1\"\n  },\n  {\n    \"step\": 8,\n    \"tool\": \"vault\",\n    \"command\": \"vault write database/roles/readonly rotation_statements='[\\\"ALTER USER \\\\\\\"{{name}}\\\\\\\" WITH PASSWORD \\\\\\\"{{password}}\\\\\\\";\\\"]' ttl=1h || true\",\n    \"verify\": \"vault read database/roles/readonly -format=json | jq -r '.data.rotation_statements[0]'\",\n    \"on_failure\": \"echo 'Role update failed'; true\"\n  },\n  {\n    \"step\": 9,\n    \"tool\": \"vault\",\n    \"command\": \"vault lease renew -increment=2h $(vault list database/creds/readonly/leases -format=json | jq -r '.[0]') 2>/dev/null || true\",\n    \"verify\": \"vault list database/creds/readonly/leases -format=json | jq 'length'\",\n    \"on_failure\": \"echo 'No leases to renew'; true\"\n  },\n  {\n    \"step\": 10,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl create secret generic db-credentials-v2 --from-literal=password=$(openssl rand -base64 32) --dry-run=client -o yaml | kubectl apply -f -\",\n    \"verify\": \"kubectl get secret db-credentials-v2 -o jsonpath='{.data.password}' | base64 -d | wc -c\",\n    \"on_failure\": \"echo 'Secret creation failed'; exit 1\"\n  },\n  {\n    \"step\": 11,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl patch deployment app --patch '{\\\"spec\\\":{\\\"template\\\":{\\\"spec\\\":{\\\"containers\\\":[{\\\"name\\\":\\\"app\\\",\\\"envFrom\\\":[{\\\"secretRef\\\":{\\\"name\\\":\\\"db-credentials-v2\\\"}}]}]}}}}' && kubectl rollout status deployment/app --timeout=300s\",\n    \"verify\": \"kubectl get pods -l app=app -o jsonpath='{.items[*].spec.containers[*].envFrom[*].secretRef.name}' | grep db-credentials-v2\",\n    \"on_failure\": \"echo 'Rolling update failed, initiating rollback'; kubectl rollout undo deployment/app; exit 1\"\n  },\n  {\n    \"step\": 12,\n    \"tool\": \"bash\",\n    \"command\": \"kubectl delete secret db-credentials --ignore-not-found=true\",\n    \"verify\": \"kubectl get secret db-credentials 2>&1 | grep -q 'NotFound'\",\n    \"on_failure\": \"echo 'Old secret deletion failed'; true\"\n  },\n  {\n    \"step\": 13,\n    \"tool\": \"aws\",\n    \"command\": \"aws secretsmanager rotate-secret --secret-id $(jq -r '.[0]' /tmp/aws-secrets.json) --automatically-after-days 1 2>/dev/null || aws secretsmanager put-secret-value --secret-id $(jq -r '.[0]' /tmp",
       "slot": 5,
       "is_10k": false,
       "dr": 398.0,
       "ac": 801.0,
       "dtok": 1990.0,
       "pp_raw": {
        "0": 279.0,
        "1": 190.0,
        "2": 129.0,
        "3": 107.0,
        "4": 96.0
       },
       "tau": 3.0126
      },
      {
       "ctok": 882,
       "ttft_ms": 34.0,
       "tok_s": 294.0,
       "text": " ```json\n[\n  {\"field\": \"deal_id\", \"type\": \"string\", \"required\": true, \"validation\": \"UUID format or auto-incrementing prefix\", \"example\": \"DEAL-2024-001847\"},\n  {\"field\": \"deal_name\", \"type\": \"string\", \"required\": true, \"validation\": \"2-120 characters, alphanumeric with spaces\", \"example\": \"Acme Corp Enterprise License Q3\"},\n  {\"field\": \"account_name\", \"type\": \"string\", \"required\": true, \"validation\": \"2-150 characters, linked to accounts table\", \"example\": \"Acme Corporation\"},\n  {\"field\": \"primary_contact\", \"type\": \"string\", \"required\": true, \"validation\": \"Valid contact ID from contacts table\", \"example\": \"CONT-48291\"},\n  {\"field\": \"deal_owner\", \"type\": \"string\", \"required\": true, \"validation\": \"Active user ID with sales role\", \"example\": \"USER-7392\"},\n  {\"field\": \"deal_stage\", \"type\": \"string\", \"required\": true, \"validation\": \"Enum: Prospecting, Qualification, Proposal, Negotiation, Legal Review, Closed Won, Closed Lost\", \"example\": \"Negotiation\"},\n  {\"field\": \"deal_value\", \"type\": \"number\", \"required\": true, \"validation\": \"Decimal(15,2), positive value, max 999999999999.99\", \"example\": 285000.00},\n  {\"field\": \"currency\", \"type\": \"string\", \"required\": true, \"validation\": \"ISO 4217 currency code\", \"example\": \"USD\"},\n  {\"field\": \"close_date\", \"type\": \"date\", \"required\": true, \"validation\": \"YYYY-MM-DD, must be current date or future\", \"example\": \"2024-08-15\"},\n  {\"field\": \"lead_source\", \"type\": \"string\", \"required\": false, \"validation\": \"Enum: Inbound, Outbound, Referral, Event, Partner, Website, Social, Other\", \"example\": \"Partner\"},\n  {\"field\": \"probability\", \"type\": \"number\", \"required\": false, \"validation\": \"Integer 0-100, must align with stage defaults\", \"example\": 65},\n  {\"field\": \"competitor\", \"type\": \"string\", \"required\": false, \"validation\": \"2-100 characters if provided\", \"example\": \"Salesforce\"},\n  {\"field\": \"product_line\", \"type\": \"string\", \"required\": false, \"validation\": \"Multi-select from product catalog\", \"example\": \"Enterprise Platform; Professional Services\"},\n  {\"field\": \"contract_term_months\", \"type\": \"number\", \"required\": false, \"validation\": \"Integer 1-60\", \"example\": 36},\n  {\"field\": \"next_step\", \"type\": \"string\", \"required\": false, \"validation\": \"1-500 characters\", \"example\": \"Schedule security review call with CTO\"},\n  {\"field\": \"next_step_date\", \"type\": \"date\", \"required\": false, \"validation\": \"YYYY-MM-DD, within 90 days of current date\", \"example\": \"2024-06-20\"},\n  {\"field\": \"budget_verified\", \"type\": \"boolean\", \"required\": false, \"validation\": \"true/false, requires note if false at proposal stage+\", \"example\": true},\n  {\"field\": \"decision_maker_identified\", \"type\": \"boolean\", \"required\": false, \"validation\": \"true/false, required true to advance past qualification\", \"example\": true},\n  {\"field\": \"technical_requirements\", \"type\": \"string\", \"required\": false, \"validation\": \"1-2000 characters\", \"example\": \"SSO via SAML 2.0, SOC 2 Type II, 99.99% SLA, EU data residency\"},\n  {\"field\": \"created_date\", \"type\": \"datetime\", \"required\": true, \"validation\": \"ISO 8601, auto-generated, immutable\", \"example\": \"2024-03-12T09:23:47Z\"}\n]\n```",
       "slot": 6,
       "is_10k": false,
       "dr": 245.0,
       "ac": 638.0,
       "dtok": 1225.0,
       "pp_raw": {
        "0": 187.0,
        "1": 147.0,
        "2": 119.0,
        "3": 102.0,
        "4": 83.0
       },
       "tau": 3.6041
      },
      {
       "ctok": 1200,
       "ttft_ms": 34.0,
       "tok_s": 212.5,
       "text": " ```json\n{\n  \"critical\": [\n    {\n      \"title\": \"SQL Injection via Raw Query Concatenation\",\n      \"component\": \"reports/views.py - custom_report()\",\n      \"impact\": \"Complete database compromise, attacker can extract all data, bypass authentication, or destroy database\",\n      \"fix\": \"Replace string concatenation with parameterized queries using Django ORM or django.db.connection cursor.execute with params tuple\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Hardcoded SECRET_KEY in settings.py\",\n      \"component\": \"config/settings/base.py\",\n      \"impact\": \"Session forgery, password reset token manipulation, cookie tampering, complete authentication bypass\",\n      \"fix\": \"Load SECRET_KEY from environment variable or AWS Secrets Manager; rotate immediately and invalidate all sessions\",\n      \"effort_days\": 1\n    },\n    {\n      \"title\": \"Missing Authentication on Admin Data Export\",\n      \"component\": \"admin/actions.py - export_user_data()\",\n      \"impact\": \"Unauthenticated mass exfiltration of PII, GDPR violation, regulatory penalties\",\n      \"fix\": \"Add @staff_member_required or custom permission decorator; verify request.user.has_perm('auth.view_user')\",\n      \"effort_days\": 1\n    },\n    {\n      \"title\": \"Unsafe Pickle Deserialization in Cache Layer\",\n      \"component\": \"utils/cache.py - get_session_state()\",\n      \"impact\": \"Remote code execution, full server compromise via crafted cache payload\",\n      \"fix\": \"Replace pickle with json serialization; use django.core.serializers.json.DjangoJSONEncoder for complex objects\",\n      \"effort_days\": 3\n    },\n    {\n      \"title\": \"Command Injection in File Processing\",\n      \"component\": \"documents/tasks.py - process_upload()\",\n      \"impact\": \"Arbitrary shell command execution on application server, lateral movement to database\",\n      \"fix\": \"Remove os.system call; use python-magic or Pillow libraries directly; apply strict filename validation with django.utils.text.get_valid_filename\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Mass Assignment Vulnerability in User Profile Update\",\n      \"component\": \"users/api/views.py - ProfileUpdateAPI\",\n      \"impact\": \"Privilege escalation to superuser, modification of is_staff and is_superuser fields\",\n      \"fix\": \"Explicitly define fields in serializer Meta; use read_only_fields for sensitive attributes; implement field-level permissions\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Missing CSRF Protection on State-Changing AJAX Endpoint\",\n      \"component\": \"payments/webhook.py - stripe_handler()\",\n      \"impact\": \"Cross-site request forgery leading to unauthorized payment processing or order manipulation\",\n      \"fix\": \"Add @csrf_exempt only after implementing HMAC signature verification; validate Stripe-Signature header using stripe.Webhook.construct_event\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Insecure Direct Object Reference in Document Download\",\n      \"component\": \"documents/views.py - download_file()\",\n      \"impact\": \"Unauthorized access to any file by incrementing ID, exposure of sensitive documents between tenants\",\n      \"fix\": \"Implement object-level permissions with django-guardian; verify request.user in document.allowed_users or document.owner\",\n      \"effort_days\": 2\n    }\n  ],\n  \"high\": [\n    {\n      \"title\": \"Stored XSS in Comment Rendering\",\n      \"component\": \"templates/forum/post_detail.html\",\n      \"impact\": \"Session hijacking, admin account takeover, defacement, malware distribution to all viewers\",\n      \"fix\": \"Ensure |safe filter is removed; use django.utils.html.escape; implement bleach.clean with allowed tags whitelist\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Sensitive Data Exposure in Error Responses\",\n      \"component\": \"config/settings/development.py DEBUG=True in production\",\n      \"impact\": \"Database credentials, API keys, internal paths exposed to attackers in stack traces\",\n      \"fix\": \"Set DEBUG=False in production; configure LOGGING to use AdminEmailHandler; implement custom 500 handler\",\n      \"effort_days\": 1\n    },\n    {\n      \"title\": \"Insecure Password Reset Token Generation\",\n      \"component\": \"users/tokens.py - PasswordResetToken\",\n      \"impact\": \"Predictable tokens allow account takeover via brute force within token validity window\",\n      \"fix\": \"Use django.contrib.auth.tokens.PasswordResetTokenGenerator instead of custom MD5-based implementation\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Missing Rate Limiting on Login Endpoint\",\n      \"component\": \"users/views.py - LoginView\",\n      \"impact\": \"Credential stuffing attacks, account lockout bypass, automated brute force against user passwords\",\n      \"fix\": \"Implement django-axes or django-ratelimit; configure exponential backoff; add CAPTCHA after 3 failures\",\n      \"effort_days\": 2\n    },\n    {\n      \"title\": \"Unsafe CORS Configuration\",\n      \"component\": \"config/settings/base.py CORS_ALLOW_ALL_ORIGINS=True\",\n      \"impact\": \"Cross-origin attacks from malicious sites, credential theft via authenticated requests\",\n      \"fix\": \"Define CORS_ALLOWED_ORIGINS with explicit domains; remove wildcard; implement django-cors-headers properly\",\n      \"effort_days\": 1\n    },\n    {\n      \"title\": \"Sensitive Query Parameters in Server Logs\",\n      \"component\": \"config/settings/logging.py\",\n      \"impact\": \"Passwords and tokens persisted in plaintext logs, compliance violation, credential exposure to log analysts\",\n      \"fix\": \"Implement custom logging filter to scrub password, token, ssn fields; use django.utils",
       "slot": 7,
       "is_10k": false,
       "dr": 461.0,
       "ac": 739.0,
       "dtok": 2305.0,
       "pp_raw": {
        "0": 276.0,
        "1": 174.0,
        "2": 113.0,
        "3": 94.0,
        "4": 82.0
       },
       "tau": 2.603
      }
     ],
     "mean_proposed": 5.0
    },
    "tool_nothink_10k": {
     "n": 8,
     "tok_s_median": 403.2,
     "tok_s_first8_median": 403.2,
     "tok_s_agg": 389.5,
     "tok_s_all_sorted": [
      328.4,
      362.7,
      375.9,
      393.6,
      412.9,
      419.6,
      421.7,
      423.7
     ],
     "ctok_median": 2048,
     "aa_len_ok": true,
     "ttft_ms_median": 309.0,
     "prefix_cache_suspect": false,
     "tau": 4.8153,
     "per_pos": {
      "0": 0.8896,
      "1": 0.8206,
      "2": 0.7545,
      "3": 0.7013,
      "4": 0.6493
     },
     "power": null,
     "rows": [
      {
       "ctok": 2048,
       "ttft_ms": 384.0,
       "tok_s": 362.7,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_archive_invoice_with_as_of_date\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440001\",\n      \"as_of\": \"2026-06-15T10:30:00Z\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v1/invoices/{id}/archive with as_of null to unarchive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_gone_invoice_already_archived\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440002\",\n      \"as_of\": \"2026-06-15T10:30:00Z\"\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_soft_delete_customer_with_idempotency\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440003\",\n      \"idempotency-key\": \"idemp-key-001-abc123\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"accepted\",\n    \"cleanup\": \"POST /v2/customers/{id}/verify to restore soft-deleted customer\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_customer_not_found\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440004\",\n      \"idempotency-key\": \"idemp-key-002-abc124\"\n    },\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_retry_subscription_with_2fa\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440005\",\n      \"idempotency-key\": \"idemp-key-003-abc125\",\n      \"x-2fa-context\": \"totp-verified-67890\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"PUT /v1/subscriptions/{id}/cancel to reset subscription state\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_precondition_required_missing_2fa\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440006\",\n      \"idempotency-key\": \"idemp-key-004-abc126\"\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_approve_webhook_with_pagination\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440007\",\n      \"cursor\": \"eyJwYWdlIjoxfQ==\",\n      \"limit\": 50\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"PUT /v3/webhooks/{id}/archive to revert approval\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_payment_required_webhook_quota_exceeded\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440008\",\n      \"cursor\": \"eyJwYWdlIjoxfQ==\",\n      \"limit\": 50\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_archive_report_dry_run_false\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440009\",\n      \"dry_run\": false\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/reports/{id}/archive with dry_run true to simulate unarchive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_conflict_report_locked\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440010\",\n      \"dry_run\": false\n    },\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_token_no_params\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440011\"\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"created\",\n    \"cleanup\": \"DELETE /v3/tokens/{id}/archive to remove archived token\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_precondition_failed_token_state_invalid\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440012\"\n    },\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_retry_audit_with_as_of\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440013\",\n      \"as_of\": \"2026-06-01T00:00:00Z\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"GET /v3/audits/{id}/cancel to stop retry\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_payment_required_audit_billing_issue\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440014\",\n      \"as_of\": \"2026-06-01T00:00:00Z\"\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_retry_export_with_pagination\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440015\",\n      \"cursor\": \"eyJwYWdlIjoyfQ==\",\n      \"limit\": 100\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/cancel to abort export retry\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_path_precondition_required_export_not_ready\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440016\",\n      \"cursor\": \"eyJwYWdlIjozfQ==\",\n      \"limit\": 100\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v1/plans/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_finalize_plan_paginated\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440017\",\n      \"cursor\": \"eyJwYWdlIjoxfQ==\",\n      \"limit\": 25\n    },\n    \"expected_status\": 202,\n    \"",
       "slot": 0,
       "is_10k": true,
       "dr": 457.0,
       "ac": 1593.0,
       "dtok": 2285.0,
       "pp_raw": {
        "0": 390.0,
        "1": 341.0,
        "2": 308.0,
        "3": 287.0,
        "4": 267.0
       },
       "tau": 4.4858
      },
      {
       "ctok": 2048,
       "ttft_ms": 367.0,
       "tok_s": 328.4,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_archive_invoice_with_2fa_context\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440001\",\n      \"metadata\": {\"archive_reason\": \"contract_fulfilled\", \"archived_by\": \"system\"},\n      \"version\": 2\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"done\", \"amount_cents\": 10000},\n    \"cleanup\": \"POST /v1/invoices/{id}/restore (requires invoices:write scope)\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_payment_required_missing_2fa_context\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440002\",\n      \"metadata\": {\"archive_reason\": \"test\"},\n      \"version\": 1\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\", \"code\": 402},\n    \"cleanup\": \"none - no state change on 402\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_finalize_customer_dry_run_false\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440003\",\n      \"dry_run\": false,\n      \"status\": \"closed\",\n      \"metadata\": {\"finalized_by\": \"api_test\", \"reason\": \"onboarding_complete\"}\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\", \"currency\": \"USD\"},\n    \"cleanup\": \"PATCH /v1/customers/{id}/reopen (requires customers:admin scope)\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_customer_not_found\",\n    \"payload\": {\n      \"id\": \"00000000-0000-0000-0000-000000000000\",\n      \"dry_run\": true,\n      \"status\": \"closed\"\n    },\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\", \"code\": 404},\n    \"cleanup\": \"none - resource does not exist\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_subscription_async\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440004\",\n      \"dry_run\": false,\n      \"status\": \"done\",\n      \"metadata\": {\"cancellation_reason\": \"user_requested\"}\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"job_id\": \"job-\", \"status\": \"accepted\"},\n    \"cleanup\": \"POST /v1/subscriptions/{id}/reactivate (requires subscriptions:admin scope, polls async job)\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_conflict_subscription_already_finalized\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440005\",\n      \"dry_run\": false,\n      \"status\": \"failed\"\n    },\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\", \"code\": 409},\n    \"cleanup\": \"none - state unchanged on conflict\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_preview_webhooks_with_pagination\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440006\",\n      \"cursor\": \"eyJwYWdlIjoxfQ==\",\n      \"limit\": 25,\n      \"status\": \"open\",\n      \"metadata\": {\"preview_filter\": \"active_only\"}\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"cursor\": \"next_\", \"webhooks\": []},\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/preview/cancel (requires webhooks:write scope)\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_precondition_required_missing_cursor\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440007\",\n      \"limit\": 100,\n      \"status\": \"open\"\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": {\"error\": \"Precondition Required\", \"code\": 428},\n    \"cleanup\": \"none - no state change\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_approve_report_with_idempotency\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440008\",\n      \"idempotency_key\": \"idemp-reports-approve-2024-001\",\n      \"status\": \"open\",\n      \"metadata\": {\"approved_by\": \"automated_test\"}\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"idempotency_key\": \"idemp-reports-approve-2024-001\", \"status\": \"accepted\"},\n    \"cleanup\": \"POST /v2/reports/{id}/revoke-approval (requires reports:read scope)\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_payment_required_insufficient_funds\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440009\",\n      \"idempotency_key\": \"idemp-reports-approve-2024-002\",\n      \"status\": \"open\",\n      \"amount_cents\": 500000\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\", \"code\": 402},\n    \"cleanup\": \"none - idempotent, no state change on 402\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_token_with_idempotency\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440010\",\n      \"idempotency_key\": \"idemp-tokens-archive-2024-001\",\n      \"status\": \"closed\",\n      \"metadata\": {\"archive_reason\": \"security_rotation\"}\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\", \"version\": 3},\n    \"cleanup\": \"PUT /v2/tokens/{id}/unarchive (requires tokens:read scope)\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_bad_request_invalid_uuid_format\",\n    \"payload\": {\n      \"id\": \"not-a-valid-uuid-string\",\n      \"idempotency_key\": \"idemp-tokens-archive-2024-002\",\n      \"status\": \"closed\"\n    },\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"Bad Request\", \"code\": 400},\n    \"cleanup\": \"none - invalid request, no state change\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_preview_audit_logs_paginated\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440011\",\n      \"cursor\": \"eyJ0aW1lc3RhbXAiOiIyMDI0LTAxLTAxVDAwOjAwOjAwWiJ9\",\n      \"limit\": 50,\n      \"status\": \"active\",\n      \"metadata\": {\"audit_filter\": \"security_events\"}\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"cursor\": \"next_\", \"audits\": [], \"has_more\": true},\n    \"cleanup\": \"none - preview is read-only operation\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_gone_audit_log_expired\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440012\",\n      \"cursor\": \"expired-cursor-123\",\n      \"limit\": 10,\n      \"status\": \"past_due\"\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"G",
       "slot": 1,
       "is_10k": true,
       "dr": 505.0,
       "ac": 1542.0,
       "dtok": 2525.0,
       "pp_raw": {
        "0": 398.0,
        "1": 351.0,
        "2": 292.0,
        "3": 262.0,
        "4": 239.0
       },
       "tau": 4.0535
      },
      {
       "ctok": 2048,
       "ttft_ms": 365.0,
       "tok_s": 412.9,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_rotate_invoice\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"rotated\",\n    \"cleanup\": \"POST /v2/invoices/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"trigger_error\": \"402\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_cancel_customer\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"idem-001-abc\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v2/customers/{id}/reactivate\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"idem-002-xyz\", \"trigger_error\": \"412\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_verify_subscription\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"idempotency-key\": \"idem-003-def\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v2/subscriptions/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"idempotency-key\": \"idem-004-ghi\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_rotate_webhook\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"rotated\",\n    \"cleanup\": \"PUT /v3/webhooks/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"dry_run\": true},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_cancel_report\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"cursor\": \"\", \"limit\": 20},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PUT /v2/reports/{id}/resume\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"cursor\": \"\", \"limit\": 20, \"trigger_error\": \"412\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_token\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"as_of\": \"2024-01-15T10:30:00Z\", \"2fa_context\": \"valid-totp\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"as_of\": \"2024-01-15T10:30:00Z\", \"trigger_error\": \"410\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_rotate_audit\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"idempotency-key\": \"idem-005-jkl\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"rotated\",\n    \"cleanup\": \"POST /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"idempotency-key\": \"idem-005-jkl\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_archive_export\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"POST /v3/exports/{id}/unarchive\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"trigger_error\": \"402\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_approve_plan\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"PUT /v2/plans/{id}/revoke\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_bad_request\",\n    \"payload\": {\"id\": \"invalid-uuid\", \"dry_run\": true},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_preview_usage\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v3/usage/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41",
       "slot": 2,
       "is_10k": true,
       "dr": 402.0,
       "ac": 1650.0,
       "dtok": 2010.0,
       "pp_raw": {
        "0": 376.0,
        "1": 346.0,
        "2": 331.0,
        "3": 312.0,
        "4": 285.0
       },
       "tau": 5.1045
      },
      {
       "ctok": 2048,
       "ttft_ms": 309.0,
       "tok_s": 393.6,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_cancel_happy_path\",\n    \"payload\": {\"id\": \"a1b2c3d4-e5f6-7890-abcd-ef1234567890\", \"cursor\": \"eyJpZCI6IjAwMDEifQ==\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_cancel_payment_required\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"cursor\": \"eyJpZCI6IjAwMDEifQ==\", \"limit\": 50},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"customers_preview_happy_path\",\n    \"payload\": {\"id\": \"b2c3d4e5-f6a7-8901-bcde-f23456789012\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"customers_preview_not_found\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not_found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"subscriptions_archive_happy_path\",\n    \"payload\": {\"id\": \"c3d4e5f6-a7b8-9012-cdef-345678901234\", \"cursor\": \"eyJpZCI6IjAwMDEifQ==\", \"limit\": 25},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"subscriptions_archive_payment_required\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"cursor\": \"eyJpZCI6IjAwMDEifQ==\", \"limit\": 25},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhooks_cancel_happy_path\",\n    \"payload\": {\"id\": \"d4e5f6a7-b8c9-0123-defa-456789012345\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhooks_cancel_payment_required\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"reports_cancel_happy_path\",\n    \"payload\": {\"id\": \"e5f6a7b8-c9d0-1234-efab-567890123456\", \"as_of\": \"2026-06-30T00:00:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"reports_cancel_bad_request\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"as_of\": \"invalid-date\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_preview_happy_path\",\n    \"payload\": {\"id\": \"f6a7b8c9-d0e1-2345-fabc-678901234567\", \"as_of\": \"2026-06-30T00:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_preview_bad_request\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"as_of\": \"not-a-date\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audits_cancel_happy_path\",\n    \"payload\": {\"id\": \"a7b8c9d0-e1f2-3456-abcd-789012345678\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audits_cancel_bad_request\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_finalize_happy_path\",\n    \"payload\": {\"id\": \"b8c9d0e1-f2a3-4567-bcde-890123456789\", \"idempotency-key\": \"export-finalize-001\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_finalize_bad_request\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"idempotency-key\": \"\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v3/plans/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"plans_preview_happy_path\",\n    \"payload\": {\"id\": \"c9d0e1f2-a3b4-5678-cdef-901234567890\", \"as_of\": \"2026-06-30T00:00:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PATCH /v3/plans/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"DELETE /v3/plans/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"plans_preview_bad_request\",\n    \"payload\": {\"id\": \"deadbeef-0000-1111-2222-333333333333\", \"as_of\": \"malformed\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/usage/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"usage_cancel_happy_path\",\n    \"payload\": {\"id\": \"d0e1f2a3-b4c5-6789-defa-012345678901\", \"cursor\": \"eyJpZCI6IjAwMDEifQ==\", \"limit\": 100},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\":",
       "slot": 3,
       "is_10k": true,
       "dr": 422.0,
       "ac": 1625.0,
       "dtok": 2110.0,
       "pp_raw": {
        "0": 383.0,
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        "2": 328.0,
        "3": 289.0,
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       "tau": 4.8507
      },
      {
       "ctok": 2048,
       "ttft_ms": 308.0,
       "tok_s": 375.9,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_retry_invoice\",\n    \"payload\": {\"id\": \"a1b2c3d4-e5f6-7890-abcd-ef1234567890\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retry_accepted\",\n    \"cleanup\": \"POST /v2/invoices/a1b2c3d4-e5f6-7890-abcd-ef1234567890/finalize\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_invoice_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"invoice_not_found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_approve_customer\",\n    \"payload\": {\"id\": \"b2c3d4e5-f6a7-8901-bcde-f23456789012\", \"idempotency-key\": \"idem-001-approve\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"customer_approved\",\n    \"cleanup\": \"PATCH /v1/customers/b2c3d4e5-f6a7-8901-bcde-f23456789012/verify\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_duplicate_idempotency_conflict\",\n    \"payload\": {\"id\": \"b2c3d4e5-f6a7-8901-bcde-f23456789012\", \"idempotency-key\": \"idem-001-approve\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"idempotency_conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_subscription\",\n    \"payload\": {\"id\": \"c3d4e5f6-a7b8-9012-cdef-345678901234\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview_generated\",\n    \"cleanup\": \"DELETE /v1/subscriptions/c3d4e5f6-a7b8-9012-cdef-345678901234/retry\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_subscription_gone\",\n    \"payload\": {\"id\": \"c3d4e5f6-a7b8-9012-cdef-345678901234\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"subscription_gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_webhook\",\n    \"payload\": {\"id\": \"d4e5f6a7-b8c9-0134-defa-456789012345\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"webhook_finalized\",\n    \"cleanup\": \"POST /v1/webhooks/d4e5f6a7-b8c9-0134-defa-456789012345/preview\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_webhook_payment_required\",\n    \"payload\": {\"id\": \"d4e5f6a7-b8c9-0134-defa-456789012345\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_report\",\n    \"payload\": {\"id\": \"e5f6a7b8-c9d0-1456-efab-567890123456\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"report_finalized\",\n    \"cleanup\": \"POST /v2/reports/e5f6a7b8-c9d0-1456-efab-567890123456/approve\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_report_bad_request\",\n    \"payload\": {\"id\": \"e5f6a7b8-c9d0-1456-efab-567890123456\", \"cursor\": \"invalid-base64!!!\", \"limit\": 50},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"invalid_cursor\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_retry_token\",\n    \"payload\": {\"id\": \"f6a7b8c9-d0e1-2567-fabc-678901234567\", \"idempotency-key\": \"idem-002-retry\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"token_retry_accepted\",\n    \"cleanup\": \"DELETE /v3/tokens/f6a7b8c9-d0e1-2567-fabc-678901234567/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_token_rate_limited\",\n    \"payload\": {\"id\": \"f6a7b8c9-d0e1-2567-fabc-678901234567\", \"idempotency-key\": \"idem-003-retry\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate_limit_exceeded\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_cancel_audit\",\n    \"payload\": {\"id\": \"a7b8c9d0-e1f2-3678-abcd-789012345678\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"audit_cancel_scheduled\",\n    \"cleanup\": \"PATCH /v2/audits/a7b8c9d0-e1f2-3678-abcd-789012345678/finalize\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_audit_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"dry_run\": false},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"audit_not_found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_verify_export\",\n    \"payload\": {\"id\": \"b8c9d0e1-f2a3-4789-bcde-890123456789\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"export_verification_started\",\n    \"cleanup\": \"PUT /v3/exports/b8c9d0e1-f2a3-4789-bcde-890123456789/verify\"\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_export_precondition_failed\",\n    \"payload\": {\"id\": \"b8c9d0e1-f2a3-4789-bcde-890123456789\", \"dry_run\": false},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition_failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_plan\",\n    \"payload\": {\"id\": \"c9d0e1f2-a3b4-5890-cdef-901234567890\", \"as_of\": \"2026-01-15T10:30:00Z\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"plan_archived\",\n    \"cleanup\": \"GET /v1/plans/c9d0e1f2-a3b4-5890",
       "slot": 4,
       "is_10k": true,
       "dr": 442.0,
       "ac": 1607.0,
       "dtok": 2210.0,
       "pp_raw": {
        "0": 384.0,
        "1": 351.0,
        "2": 316.0,
        "3": 287.0,
        "4": 269.0
       },
       "tau": 4.6357
      },
      {
       "ctok": 2048,
       "ttft_ms": 309.0,
       "tok_s": 419.6,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_invoice_approve\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"idempotency-key\": \"idem-2026-001\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v2/invoices/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_invoice_approve_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"idem-2026-002\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_customer_verify\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"c1\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PUT /v2/customers/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_customer_verify_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"cursor\": \"c2\", \"limit\": 50},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_subscription_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"DELETE /v3/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_subscription_preview_rate_limited\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"Too Many Requests\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_webhook_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"cursor\": \"c3\", \"limit\": 100},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"POST /v1/webhooks/{id}/restore\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_webhook_cancel_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"cursor\": \"c4\", \"limit\": 100},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_report_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"idempotency-key\": \"idem-2026-003\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PUT /v2/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_report_cancel_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"idempotency-key\": \"idem-2026-004\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_token_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440011\", \"idempotency-key\": \"idem-2026-005\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"token\",\n    \"cleanup\": \"DELETE /v3/tokens/{id}/revoke\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_token_rotate_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440012\", \"idempotency-key\": \"idem-2026-006\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_audit_verify\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440013\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v3/audits/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_audit_verify_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440014\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_export_verify\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440015\", \"as_of\": \"2026-06-15T10:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v3/exports/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_export_verify_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440016\", \"as_of\": \"invalid-date\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/plans/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_plan_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440017\", \"dry_run\": true},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"DELETE /v2/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/plans/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_plan_preview_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440018\", \"dry_run\": true},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/usage/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_usage_retry\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440019\", \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"DELETE /v3/usage/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"POST /v3/usage/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_usage_retry_bad_request\",\n    \"payload\": {\"",
       "slot": 5,
       "is_10k": true,
       "dr": 394.0,
       "ac": 1658.0,
       "dtok": 1970.0,
       "pp_raw": {
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        "1": 354.0,
        "2": 330.0,
        "3": 313.0,
        "4": 287.0
       },
       "tau": 5.2081
      },
      {
       "ctok": 2048,
       "ttft_ms": 308.0,
       "tok_s": 423.7,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"dry_run\": false},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a12\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_gone\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a12\", \"dry_run\": false},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a13\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/subscriptions/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_conflict\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a13\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a14\", \"idempotency-key\": \"key-12345\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"DELETE /v1/webhooks/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_rate_limited\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a14\", \"idempotency-key\": \"key-12346\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate limit\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a15\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_precondition_failed\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a15\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a16\", \"idempotency-key\": \"key-78901\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"GET /v3/tokens/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_payment_required\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a16\", \"idempotency-key\": \"key-78902\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a17\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"GET /v1/audits/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_gone\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a17\", \"dry_run\": false},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/exports/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"export_preview_delete_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a18\", \"idempotency-key\": \"key-34567\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"POST /v3/plans/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/exports/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"export_preview_delete_payment_required\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a18\", \"idempotency-key\": \"key-34568\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/plans/{id}/preview\",\n    \"method\": \"POST\",\n    \"test_name\": \"plan_preview_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a19\", \"dry_run\": true},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"POST /v3/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"POST /v3/plans/{id}/preview\",\n    \"method\": \"POST\",\n    \"test_name\": \"plan_preview_unprocessable\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a19\", \"dry_run\": true},\n    \"expected_status\": 422,\n    \"expected_body_contains\": \"unprocessable\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/usage/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"usage_rotate_h",
       "slot": 6,
       "is_10k": true,
       "dr": 390.0,
       "ac": 1662.0,
       "dtok": 1950.0,
       "pp_raw": {
        "0": 366.0,
        "1": 348.0,
        "2": 332.0,
        "3": 316.0,
        "4": 300.0
       },
       "tau": 5.2615
      },
      {
       "ctok": 2048,
       "ttft_ms": 306.0,
       "tok_s": 421.7,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"as_of\": \"2026-06-30T12:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PUT /v3/invoices/{id}/cancel restore\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440999\", \"as_of\": \"2026-06-30T12:00:00Z\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_approve_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"DELETE /v2/customers/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_approve_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"POST /v1/subscriptions/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhook_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": true},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhook_verify_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": true},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_verify_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": \"invalid\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"POST /v1/tokens/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440999\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"audit_preview_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"POST /v1/audits/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"audit_preview_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"export_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"export_verify_bad_request\",\n    \"payload\": {\"id\": \"invalid-uuid-format\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"plan_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 10},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"GET /v2/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"plan_finalize_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440999\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 10},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/usage/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"usage_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/usage/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"POST /v1/usage/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"usage_finalize_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440999",
       "slot": 7,
       "is_10k": true,
       "dr": 393.0,
       "ac": 1654.0,
       "dtok": 1965.0,
       "pp_raw": {
        "0": 358.0,
        "1": 343.0,
        "2": 332.0,
        "3": 322.0,
        "4": 299.0
       },
       "tau": 5.2087
      }
     ],
     "mean_proposed": 5.0
    }
   }
  },
  "A1_nospec": {
   "cfg": {
    "method": "none",
    "k": null,
    "head": null,
    "argmax": false,
    "kv": "fp8_e4m3",
    "ml": 16384
   },
   "cmd": "vllm serve /models/Kimi-K2.6-NVFP4 --tensor-parallel-size 4 --gpu-memory-utilization 0.90 --quantization modelopt_fp4 --max-model-len 16384 --kv-cache-dtype fp8_e4m3 --compilation-config {\"cudagraph_mode\": \"FULL_AND_PIECEWISE\", \"cudagraph_capture_sizes\": [1, 2, 3, 4, 5, 8, 12, 16, 32, 64, 128]} --attention-config {\"disable_flashinfer_q_quantization\": true} --chat-template /cache/kimi_chat_template.jinja --limit-mm-per-prompt {\"image\":0,\"video\":0} --async-scheduling --trust-remote-code --port 8000",
   "cells": {
    "tool_nothink_10k": {
     "n": 4,
     "tok_s_median": 150.9,
     "tok_s_first8_median": null,
     "tok_s_agg": 150.9,
     "tok_s_all_sorted": [
      150.8,
      150.8,
      150.9,
      151.0
     ],
     "ctok_median": 2048,
     "aa_len_ok": true,
     "ttft_ms_median": 350.0,
     "prefix_cache_suspect": false,
     "tau": null,
     "per_pos": null,
     "power": null,
     "rows": [
      {
       "ctok": 2048,
       "ttft_ms": 367.0,
       "tok_s": 150.8,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"archive_invoice_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v1/invoices/{id}/archive with as_of null to unarchive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"archive_invoice_gone_error\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440099\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"verify_customer_delete_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"ik-2024-001-abc123\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"accepted\",\n    \"cleanup\": \"POST /v2/customers/{id}/verify to restore soft-deleted customer\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"verify_customer_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440099\", \"idempotency-key\": \"ik-2024-001-xyz789\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"retry_subscription_delete_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"idempotency-key\": \"ik-sub-2024-001\", \"2fa_context\": \"totp-verified-abc123\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"POST /v1/subscriptions to recreate subscription\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"retry_subscription_precondition_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"idempotency-key\": \"ik-sub-2024-002\", \"2fa_context\": null},\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"approve_webhook_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/approve to revoke approval\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"approve_webhook_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"archive_report_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/reports/{id}/archive with dry_run true then false to unarchive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"archive_report_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": false},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"archive_token_get_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"created\",\n    \"cleanup\": \"DELETE /v3/tokens/{id}/archive to remove archive record\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"archive_token_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"retry_audit_get_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"as_of\": \"2024-06-01T00:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"retry queued\",\n    \"cleanup\": \"DELETE /v3/audits/{id}/retry to cancel queued retry\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"retry_audit_too_many_requests\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"as_of\": \"2024-06-01T00:00:00Z\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"too many requests\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"retry_export_patch_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 100},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/retry with status reset to pending\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"retry_export_precondition_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 100},\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v1/plans/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"finalize_plan_get_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 25},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"finalize accepted\",\n    \"cleanup\": \"PUT /v1/plans/{id}/finalize to unfinalize plan\"\n  },\n  {\n    \"endpoint\": \"GET /v1/plans/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"finalize_plan_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440099\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 25},\n    \"expected_status\": 404,\n    \"expected",
       "slot": 0,
       "is_10k": true
      },
      {
       "ctok": 2048,
       "ttft_ms": 348.0,
       "tok_s": 150.8,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"archive_invoice_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"status\": \"done\", \"metadata\": {\"archived_by\": \"system\"}, \"version\": 2},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"PATCH /v2/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"archive_invoice_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"status\": \"pending\", \"amount_cents\": -100, \"version\": 1},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"finalize_customer_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"status\": \"closed\", \"dry_run\": false, \"version\": 3},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"PUT /v1/customers/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"finalize_customer_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"status\": \"closed\", \"dry_run\": true, \"version\": 1},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"finalize_subscription_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"dry_run\": false, \"status\": \"done\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"job_id\": \"job_\"},\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"finalize_subscription_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"dry_run\": false, \"status\": \"pending\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"preview_webhook_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"open\", \"cursor\": \"abc123\", \"limit\": 10, \"metadata\": {\"preview\": \"true\"}},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"audit_event_id\": \"evt_\"},\n    \"cleanup\": \"PATCH /v3/webhooks/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"preview_webhook_precondition_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"open\", \"cursor\": \"abc123\", \"limit\": 10, \"metadata\": {}},\n    \"expected_status\": 428,\n    \"expected_body_contains\": {\"error\": \"Precondition Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"approve_report_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"status\": \"open\", \"idempotency-key\": \"idem-abc-123\", \"metadata\": {\"approved\": \"true\"}},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"page\": 1},\n    \"cleanup\": \"DELETE /v2/reports/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"approve_report_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"status\": \"open\", \"idempotency-key\": \"idem-def-456\", \"amount_cents\": -50},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"archive_token_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"status\": \"closed\", \"idempotency-key\": \"idem-ghi-789\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"archive_token_bad_request\",\n    \"payload\": {\"id\": \"invalid-uuid\", \"status\": \"closed\", \"idempotency-key\": \"idem-jkl-012\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"Bad Request\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"preview_audit_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"status\": \"active\", \"cursor\": \"audit-cursor-1\", \"limit\": 25},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"page\": 1},\n    \"cleanup\": \"DELETE /v2/audits/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"preview_audit_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"status\": \"canceled\", \"cursor\": \"audit-cursor-1\", \"limit\": 25},\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"Gone\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/exports/{id}/archive\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"archive_export_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"status\": \"done\", \"as_of\": \"2026-06-01T00:00:00Z\", \"metadata\": {\"archived\": \"true\"}},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/exports/{id}/archive\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"archive_export_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"status\": \"done\", \"as_of\": \"2026-06-01T00:00:00Z\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"archive_plan_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"status\": \"held\", \"cursor\": \"plan-cursor-1\", \"limit\": 5, \"metadata\": {\"archived\": \"true\"}},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"audit_event_id\": \"evt_\"},\n    \"cleanup\": \"GET /v2/plans/{id}/archive\"\n  },\n  {\n",
       "slot": 1,
       "is_10k": true
      },
      {
       "ctok": 2048,
       "ttft_ms": 350.0,
       "tok_s": 150.9,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_rotate_invoice_success\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"active\", \"amount_cents\": 10000},\n    \"cleanup\": \"POST /v2/invoices/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_cancel_customer_accepted\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"headers\": {\"idempotency-key\": \"idem-key-001\"}},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"canceled\"},\n    \"cleanup\": \"PUT /v2/customers/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"headers\": {\"idempotency-key\": \"idem-key-002\"}},\n    \"expected_status\": 412,\n    \"expected_body_contains\": {\"error\": \"Precondition Failed\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_verify_subscription_created\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"headers\": {\"idempotency-key\": \"idem-key-003\"}},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\", \"amount_cents\": 5000},\n    \"cleanup\": \"PATCH /v1/subscriptions/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"headers\": {\"idempotency-key\": \"idem-key-004\"}},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_rotate_webhook_dry_run\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"query\": {\"dry_run\": true}},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"open\"},\n    \"cleanup\": \"POST /v2/webhooks/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"query\": {\"dry_run\": false}},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_cancel_report_paginated\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"query\": {\"cursor\": \"c1\", \"limit\": 20}},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"canceled\"},\n    \"cleanup\": \"DELETE /v2/reports/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"query\": {\"cursor\": \"c2\", \"limit\": 50}},\n    \"expected_status\": 412,\n    \"expected_body_contains\": {\"error\": \"Precondition Failed\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_token_as_of\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440011\", \"query\": {\"as_of\": \"2026-01-15T00:00:00Z\"}},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"pending\"},\n    \"cleanup\": \"GET /v3/tokens/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440012\", \"query\": {\"as_of\": \"2025-06-01T00:00:00Z\"}},\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"Gone\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_rotate_audit_cached\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440013\", \"headers\": {\"idempotency-key\": \"idem-key-005\"}},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"GET /v1/audits/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440014\", \"headers\": {\"idempotency-key\": \"idem-key-006\"}},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_archive_export_cached\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440015\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"DELETE /v2/exports/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440016\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_approve_plan_dry_run\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440017\", \"query\": {\"dry_run\": true}},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"POST /v2/plans/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440018\", \"query\": {\"dry_run\": \"invalid\"}},\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"Bad Request\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_preview_usage_admin\",\n    \"payload\": {\"id\": \"550e8400-e29b-",
       "slot": 2,
       "is_10k": true
      },
      {
       "ctok": 2048,
       "ttft_ms": 290.0,
       "tok_s": 151.0,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_cancel_invoice\",\n    \"payload\": {\"id\": \"inv-7a3f9e2d-1b5c-4d8e-9f6a-2c4e8d0b6a3f\", \"cursor\": \"eyJpZCI6ImN1cnNvci0xIn0=\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_invoice_already_cancelled\",\n    \"payload\": {\"id\": \"inv-7a3f9e2d-1b5c-4d8e-9f6a-2c4e8d0b6a3f\", \"cursor\": \"eyJpZCI6ImN1cnNvci0xIn0=\", \"limit\": 50},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_preview_customer\",\n    \"payload\": {\"id\": \"cus-9e2d1b5c-4d8e-9f6a-2c4e8d0b6a3f7a3f\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_customer_not_found\",\n    \"payload\": {\"id\": \"cus-00000000-0000-0000-0000-000000000000\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_subscription\",\n    \"payload\": {\"id\": \"sub-1b5c4d8e-9f6a-2c4e-8d0b-6a3f7a3f9e2d\", \"cursor\": \"eyJpZCI6ImN1cnNvci0xIn0=\", \"limit\": 25},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_subscription_payment_required\",\n    \"payload\": {\"id\": \"sub-1b5c4d8e-9f6a-2c4e-8d0b-6a3f7a3f9e2d\", \"cursor\": \"eyJpZCI6ImN1cnNvci0xIn0=\", \"limit\": 25},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_cancel_webhook\",\n    \"payload\": {\"id\": \"whk-4d8e9f6a-2c4e-8d0b-6a3f-7a3f9e2d1b5c\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_webhook_precondition_failed\",\n    \"payload\": {\"id\": \"whk-4d8e9f6a-2c4e-8d0b-6a3f-7a3f9e2d1b5c\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_cancel_report\",\n    \"payload\": {\"id\": \"rpt-9f6a2c4e-8d0b-6a3f-7a3f-9e2d1b5c4d8e\", \"as_of\": \"2024-01-15T09:30:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_report_conflict\",\n    \"payload\": {\"id\": \"rpt-9f6a2c4e-8d0b-6a3f-7a3f-9e2d1b5c4d8e\", \"as_of\": \"2024-01-15T09:30:00Z\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_token\",\n    \"payload\": {\"id\": \"tkn-2c4e8d0b-6a3f-7a3f-9e2d-1b5c4d8e9f6a\", \"as_of\": \"2024-06-20T14:45:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_token_gone\",\n    \"payload\": {\"id\": \"tkn-2c4e8d0b-6a3f-7a3f-9e2d-1b5c4d8e9f6a\", \"as_of\": \"2024-06-20T14:45:00Z\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_cancel_audit\",\n    \"payload\": {\"id\": \"adt-8d0b6a3f-7a3f-9e2d-1b5c-4d8e9f6a2c4e\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_audit_precondition_failed\",\n    \"payload\": {\"id\": \"adt-8d0b6a3f-7a3f-9e2d-1b5c-4d8e9f6a2c4e\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_finalize_export\",\n    \"payload\": {\"id\": \"exp-6a3f7a3f-9e2d-1b5c-4d8e-9f6a2c4e8d0b\", \"idempotency_key\": \"idem-7a3f9e2d-1b5c-4d8e-9f6a-2c4e8d0b6a3f\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_export_conflict\",\n    \"payload\":",
       "slot": 3,
       "is_10k": true
      }
     ],
     "mean_proposed": null
    }
   }
  },
  "A2_ngram_k5": {
   "error": "RuntimeError('arm A2_ngram_k5 engine died rc=1')"
  },
  "A4_k6": {
   "cfg": {
    "method": "eagle3",
    "k": 6,
    "head": "lightseekorg/kimi-k2.6-eagle3.1-mla",
    "argmax": true,
    "kv": "fp8_e4m3",
    "ml": 16384
   },
   "cmd": "vllm serve /models/Kimi-K2.6-NVFP4 --tensor-parallel-size 4 --gpu-memory-utilization 0.90 --quantization modelopt_fp4 --max-model-len 16384 --kv-cache-dtype fp8_e4m3 --speculative-config {\"model\": \"lightseekorg/kimi-k2.6-eagle3.1-mla\", \"method\": \"eagle3\", \"num_speculative_tokens\": 6, \"use_local_argmax_reduction\": true} --compilation-config {\"cudagraph_mode\": \"FULL_AND_PIECEWISE\", \"cudagraph_capture_sizes\": [1, 2, 3, 4, 5, 7, 14, 21, 28, 56, 112, 224]} --attention-config {\"disable_flashinfer_q_quantization\": true} --chat-template /cache/kimi_chat_template.jinja --limit-mm-per-prompt {\"image\":0,\"video\":0} --async-scheduling --trust-remote-code --port 8000",
   "cells": {
    "tool_nothink_10k": {
     "n": 8,
     "tok_s_median": 407.0,
     "tok_s_first8_median": 407.0,
     "tok_s_agg": 390.2,
     "tok_s_all_sorted": [
      321.9,
      352.7,
      394.4,
      403.1,
      410.9,
      414.5,
      419.6,
      432.3
     ],
     "ctok_median": 2048,
     "aa_len_ok": true,
     "ttft_ms_median": 317.0,
     "prefix_cache_suspect": false,
     "tau": 5.3474,
     "per_pos": {
      "0": 0.9028,
      "1": 0.818,
      "2": 0.741,
      "3": 0.6791,
      "4": 0.6292,
      "5": 0.5773
     },
     "power": null,
     "rows": [
      {
       "ctok": 2048,
       "ttft_ms": 388.0,
       "tok_s": 321.9,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoices_archive_happy_path\",\n    \"payload\": {\n      \"id\": \"inv_7f8d9a2e-4b1c-5d6e-9f3a-8c7b6d5e4f3a\",\n      \"as_of\": \"2026-06-15T09:30:00Z\",\n      \"status\": \"closed\",\n      \"amount_cents\": 12500,\n      \"currency\": \"USD\",\n      \"metadata\": {\"reason\": \"customer_request\", \"agent\": \"api\", \"batch\": \"Q2-2026\"},\n      \"version\": 3\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v1/invoices/{id}/archive with status open\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoices_archive_gone_error\",\n    \"payload\": {\n      \"id\": \"inv_00000000-0000-0000-0000-000000000000\",\n      \"as_of\": \"2026-06-15T09:30:00Z\",\n      \"status\": \"closed\",\n      \"amount_cents\": 12500,\n      \"currency\": \"USD\",\n      \"metadata\": {\"reason\": \"test_gone\"},\n      \"version\": 1\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"customers_verify_happy_path\",\n    \"payload\": {\n      \"id\": \"cus_3a9f2e8d-1b4c-6d5e-8f2a-9c7b8d6e5f4a\",\n      \"idempotency-key\": \"ik-verify-20260615-001\",\n      \"status\": \"active\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"verification\": \"manual_review\", \"source\": \"api_test\"},\n      \"version\": 2\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"accepted\",\n    \"cleanup\": \"POST /v2/customers/{id}/verify (restore soft-delete not available, use create equivalent)\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"customers_verify_not_found\",\n    \"payload\": {\n      \"id\": \"cus_00000000-0000-0000-0000-000000000000\",\n      \"idempotency-key\": \"ik-verify-404-001\",\n      \"status\": \"active\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"test\": \"not_found\"},\n      \"version\": 1\n    },\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscriptions_retry_happy_path\",\n    \"payload\": {\n      \"id\": \"sub_5c7d8e9f-3a2b-4d6e-8c1a-7b9d5e6f4a3b\",\n      \"idempotency-key\": \"ik-retry-20260615-001\",\n      \"status\": \"held\",\n      \"amount_cents\": 4999,\n      \"currency\": \"USD\",\n      \"metadata\": {\"retry_reason\": \"payment_failure\", \"attempt\": \"3\"},\n      \"version\": 4\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/retry (idempotent, no-op on retry)\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscriptions_retry_gone\",\n    \"payload\": {\n      \"id\": \"sub_00000000-0000-0000-0000-000000000000\",\n      \"idempotency-key\": \"ik-retry-gone-001\",\n      \"status\": \"closed\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"test\": \"gone\"},\n      \"version\": 1\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhooks_approve_happy_path\",\n    \"payload\": {\n      \"id\": \"whk_9a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d\",\n      \"cursor\": \"eyJpZCI6Indoay0wMDEifQ==\",\n      \"limit\": 50,\n      \"status\": \"open\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"approval\": \"auto\", \"rule\": \"trusted_domain\"},\n      \"version\": 2\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"PUT /v3/webhooks/{id}/archive (deactivate approved webhook)\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhooks_approve_payment_required\",\n    \"payload\": {\n      \"id\": \"whk_9a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d\",\n      \"cursor\": \"eyJpZCI6Indoay1wYXlkIn0=\",\n      \"limit\": 50,\n      \"status\": \"held\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"approval\": \"pending_payment\"},\n      \"version\": 1\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"reports_archive_happy_path\",\n    \"payload\": {\n      \"id\": \"rpt_1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d\",\n      \"dry_run\": false,\n      \"status\": \"active\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"report_type\": \"monthly_summary\", \"generated_by\": \"system\"},\n      \"version\": 5\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/reports/{id}/archive with dry_run false (idempotent, re-archive is no-op)\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"reports_archive_conflict\",\n    \"payload\": {\n      \"id\": \"rpt_1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d\",\n      \"dry_run\": true,\n      \"status\": \"past_due\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"report_type\": \"audit\", \"locked\": \"true\"},\n      \"version\": 3\n    },\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"tokens_archive_happy_path\",\n    \"payload\": {\n      \"id\": \"tok_4e5f6a7b-8c9d-0e1f-2a3b-4c5d6e7f8a9b\",\n      \"status\": \"open\",\n      \"amount_cents\": 0,\n      \"currency\": \"USD\",\n      \"metadata\": {\"token_type\": \"api_key\", \"env\": \"production\"},\n      \"version\": 7\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"GET /v3/tokens/{id}/archive (idempotent, re-archive is no-op)\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"tokens_archive_precondition_failed\",\n    \"payload\": {\n     ",
       "slot": 0,
       "is_10k": true,
       "dr": 462.0,
       "ac": 1585.0,
       "dtok": 2772.0,
       "pp_raw": {
        "0": 378.0,
        "1": 318.0,
        "2": 262.0,
        "3": 229.0,
        "4": 208.0,
        "5": 190.0
       },
       "tau": 4.4307
      },
      {
       "ctok": 2048,
       "ttft_ms": 373.0,
       "tok_s": 352.7,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_archive_invoice\",\n    \"payload\": {\"id\": \"inv-2f4a8c1e-5d3b-4e6f-9a7c-8b1d3e5f7a9c\", \"status\": \"done\", \"amount_cents\": 15000, \"currency\": \"USD\", \"metadata\": {\"reason\": \"customer_request\", \"archived_by\": \"system\"}, \"version\": 2},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"PATCH /v2/invoices/{id}/archive with status pending\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_payment_required_402\",\n    \"payload\": {\"id\": \"inv-9e8d7c6b-5a4f-3e2d-1c0b-9a8b7c6d5e4f\", \"status\": \"failed\", \"amount_cents\": -500, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_finalize_customer\",\n    \"payload\": {\"id\": \"cus-3a7b9c2d-4e5f-6a7b-8c9d-0e1f2a3b4c5d\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"finalized\": \"true\"}, \"version\": 5, \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"PUT /v1/customers/{id}/finalize with status open and dry_run true\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_not_found_404\",\n    \"payload\": {\"id\": \"cus-00000000-0000-0000-0000-000000000000\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1, \"dry_run\": false},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_subscription_async\",\n    \"payload\": {\"id\": \"sub-4b5c6d7e-8f9a-0b1c-2d3e-4f5a6b7c8d9e\", \"status\": \"done\", \"amount_cents\": 9999, \"currency\": \"EUR\", \"metadata\": {\"cancellation_reason\": \"user_request\"}, \"version\": 3, \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"job_id\": \"job-\"},\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/finalize status revert to pending\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_conflict_409\",\n    \"payload\": {\"id\": \"sub-4b5c6d7e-8f9a-0b1c-2d3e-4f5a6b7c8d9e\", \"status\": \"done\", \"amount_cents\": 9999, \"currency\": \"EUR\", \"metadata\": {}, \"version\": 3, \"dry_run\": false},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_preview_webhook\",\n    \"payload\": {\"id\": \"whk-5c6d7e8f-9a0b-1c2d-3e4f-5a6b7c8d9e0f\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"event_type\": \"invoice.paid\", \"url\": \"https://api.example.com/webhook\"}, \"version\": 1, \"cursor\": \"c1\", \"limit\": 10},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"audit_event_id\": \"ae-\"},\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_precondition_required_428\",\n    \"payload\": {\"id\": \"whk-5c6d7e8f-9a0b-1c2d-3e4f-5a6b7c8d9e0f\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1, \"cursor\": \"c1\", \"limit\": 1000},\n    \"expected_status\": 428,\n    \"expected_body_contains\": {\"error\": \"Precondition Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_approve_report_paginated\",\n    \"payload\": {\"id\": \"rpt-6d7e8f9a-0b1c-2d3e-4f5a-6b7c8d9e0f1a\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"report_type\": \"monthly_summary\"}, \"version\": 2, \"idempotency-key\": \"idem-6d7e-8f9a-0b1c-2d3e\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"approved\"},\n    \"cleanup\": \"DELETE /v2/reports/{id}/approve with idempotency-key revert\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_payment_required_402\",\n    \"payload\": {\"id\": \"rpt-6d7e8f9a-0b1c-2d3e-4f5a-6b7c8d9e0f1a\", \"status\": \"held\", \"amount_cents\": -100, \"currency\": \"XXX\", \"metadata\": {}, \"version\": 1, \"idempotency-key\": \"idem-0000-0000-0000-0000\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_token_idempotent\",\n    \"payload\": {\"id\": \"tok-7e8f9a0b-1c2d-3e4f-5a6b-7c8d9e0f1a2b\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"token_type\": \"api_key\"}, \"version\": 4, \"idempotency-key\": \"idem-7e8f-9a0b-1c2d-3e4f\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"GET /v2/tokens/{id}/archive with idempotency-key to unarchive\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_bad_request_400\",\n    \"payload\": {\"id\": \"tok-invalid-id-format\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1, \"idempotency-key\": \"idem-bad\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"Bad Request\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_preview_audit_paginated\",\n    \"payload\": {\"id\": \"adt-8f9a0b1c-2d3e-4f5a-6b7c-8d",
       "slot": 1,
       "is_10k": true,
       "dr": 422.0,
       "ac": 1627.0,
       "dtok": 2532.0,
       "pp_raw": {
        "0": 374.0,
        "1": 325.0,
        "2": 272.0,
        "3": 250.0,
        "4": 217.0,
        "5": 189.0
       },
       "tau": 4.8555
      },
      {
       "ctok": 2048,
       "ttft_ms": 367.0,
       "tok_s": 410.9,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_invoice_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"active\", \"amount_cents\": 5000},\n    \"cleanup\": \"POST /v2/invoices/{id}/rotate (idempotent reverse)\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_customer_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"idempotency-key\": \"idem-001-abc\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"canceled\"},\n    \"cleanup\": \"PUT /v2/customers/{id}/reinstate\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"idempotency-key\": \"idem-002-def\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": {\"error\": \"Precondition Failed\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_subscription_verify\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"idempotency-key\": \"idem-003-ghi\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\", \"amount_cents\": 12000},\n    \"cleanup\": \"DELETE /v2/subscriptions/{id}/unverify\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"idempotency-key\": \"idem-004-jkl\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_webhook_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"open\", \"metadata\": {}},\n    \"cleanup\": \"PUT /v3/webhooks/{id}/rotate (idempotent reverse)\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"dry_run\": false},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_report_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"cursor\": \"abc123\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"canceled\"},\n    \"cleanup\": \"PUT /v2/reports/{id}/resume\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"cursor\": \"def456\", \"limit\": 50},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"Not Found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_token_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440011\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"pending\", \"amount_cents\": 0},\n    \"cleanup\": \"DELETE /v1/tokens/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440012\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"Gone\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_audit_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440013\", \"idempotency-key\": \"idem-005-mno\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"POST /v1/audits/{id}/rotate (idempotent reverse)\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440014\", \"idempotency-key\": \"idem-006-pqr\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"Conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_export_archive\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440015\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"closed\", \"metadata\": {}},\n    \"cleanup\": \"POST /v3/exports/{id}/unarchive\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440016\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"Payment Required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_plan_approve\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440017\", \"dry_run\": false},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\", \"amount_cents\": 9900},\n    \"cleanup\": \"PUT /v2/plans/{id}/revoke\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440018\", \"dry_run\": false},\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"Bad Request\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_usage_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440019\", \"dry_run\": false},\n    \"expected_status\": ",
       "slot": 2,
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      {
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       "ttft_ms": 314.0,
       "tok_s": 419.6,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_cancel_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11\", \"cursor\": \"2024-01-01T00:00:00Z\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_cancel_payment_required\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11\", \"cursor\": \"2024-01-01T00:00:00Z\", \"limit\": 50},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"customers_preview_happy_path\",\n    \"payload\": {\"id\": \"b1eebc99-9c0b-4ef8-bb6d-6bb9bd380a22\", \"2fa_context\": \"valid_token_12345\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"customers_preview_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"2fa_context\": \"valid_token_12345\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"subscriptions_archive_happy_path\",\n    \"payload\": {\"id\": \"c2eebc99-9c0b-4ef8-bb6d-6bb9bd380a33\", \"cursor\": \"2024-01-01T00:00:00Z\", \"limit\": 20},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"subscriptions_archive_payment_required\",\n    \"payload\": {\"id\": \"c2eebc99-9c0b-4ef8-bb6d-6bb9bd380a33\", \"cursor\": \"2024-01-01T00:00:00Z\", \"limit\": 20},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhooks_cancel_happy_path\",\n    \"payload\": {\"id\": \"d3eebc99-9c0b-4ef8-bb6d-6bb9bd380a44\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhooks_cancel_precondition_failed\",\n    \"payload\": {\"id\": \"d3eebc99-9c0b-4ef8-bb6d-6bb9bd380a44\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"reports_cancel_happy_path\",\n    \"payload\": {\"id\": \"e4eebc99-9c0b-4ef8-bb6d-6bb9bd380a55\", \"as_of\": \"2024-06-15T00:00:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"reports_cancel_conflict\",\n    \"payload\": {\"id\": \"e4eebc99-9c0b-4ef8-bb6d-6bb9bd380a55\", \"as_of\": \"2024-06-15T00:00:00Z\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_preview_happy_path\",\n    \"payload\": {\"id\": \"f5eebc99-9c0b-4ef8-bb6d-6bb9bd380a66\", \"as_of\": \"2024-06-15T00:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_preview_bad_request\",\n    \"payload\": {\"id\": \"f5eebc99-9c0b-4ef8-bb6d-6bb9bd380a66\", \"as_of\": \"invalid-date\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audits_cancel_happy_path\",\n    \"payload\": {\"id\": \"g6eebc99-9c0b-4ef8-bb6d-6bb9bd380a77\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audits_cancel_precondition_failed\",\n    \"payload\": {\"id\": \"g6eebc99-9c0b-4ef8-bb6d-6bb9bd380a77\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_finalize_happy_path\",\n    \"payload\": {\"id\": \"h7eebc99-9c0b-4ef8-bb6d-6bb9bd380a88\", \"idempotency_key\": \"key-12345-abcde\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_finalize_bad_request\",\n    \"payload\": {\"id\": \"h7eebc99-9c0b-4ef8-bb6d-6bb9bd380a88\", \"idempotency_key\": \"\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"DELETE /v3/plans/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"plans_preview_happy_path\",\n    \"payload\": {\"id\": \"i8eebc99-9c0b-4ef8-bb6d-6bb9bd380a99\", \"as_of\": \"2024-06-15T00:00:00Z\", \"2fa_context\": \"valid_token_67890\"},\n    \"expected_status\": 200,\n    \"expected_body",
       "slot": 3,
       "is_10k": true,
       "dr": 354.0,
       "ac": 1693.0,
       "dtok": 2124.0,
       "pp_raw": {
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       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_retry_invoice\",\n    \"payload\": {\"id\": \"inv-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"PUT /v2/invoices/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_invoice_gone\",\n    \"payload\": {\"id\": \"inv-00000000-0000-0000-0000-000000000000\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"resource_gone\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_approve_customer\",\n    \"payload\": {\"id\": \"cus-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"idempotency-key\": \"idem-2026-001\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"DELETE /v1/customers/{id}\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_conflict_approve\",\n    \"payload\": {\"id\": \"cus-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"idempotency-key\": \"idem-2026-001\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_subscription\",\n    \"payload\": {\"id\": \"sub-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 10},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"sub-00000000-0000-0000-0000-000000000000\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 10},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"payment_required\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_webhook\",\n    \"payload\": {\"id\": \"whk-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"POST /v1/webhooks/{id}/restore\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_conflict_finalize\",\n    \"payload\": {\"id\": \"whk-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"conflict\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_report\",\n    \"payload\": {\"id\": \"rpt-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"POST /v2/reports/{id}/restore\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_bad_request_pagination\",\n    \"payload\": {\"id\": \"rpt-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"cursor\": \"invalid-cursor\", \"limit\": -1},\n    \"expected_status\": 400,\n    \"expected_body_contains\": {\"error\": \"bad_request\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_retry_token\",\n    \"payload\": {\"id\": \"tok-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"idempotency-key\": \"idem-2026-002\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"pending\"},\n    \"cleanup\": \"DELETE /v1/tokens/{id}\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_too_many_requests\",\n    \"payload\": {\"id\": \"tok-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"idempotency-key\": \"idem-2026-003\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": {\"error\": \"too_many_requests\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_cancel_audit\",\n    \"payload\": {\"id\": \"adt-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"closed\"},\n    \"cleanup\": \"POST /v3/audits/{id}/reopen\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_not_found\",\n    \"payload\": {\"id\": \"adt-00000000-0000-0000-0000-000000000000\", \"dry_run\": false},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"not_found\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_verify_export\",\n    \"payload\": {\"id\": \"exp-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"dry_run\": true},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"DELETE /v1/exports/{id}\"\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_precondition_failed\",\n    \"payload\": {\"id\": \"exp-2f4a8c1e-5d3b-4e6f-9a7b-1c2d3e4f5a6b\", \"dry_run\": false},\n    \"expected_status\": 412,\n    \"expected_body_contains\": {\"error\": \"precondition_failed\"},\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_plan\",\n    \"payload\": {\"id\": \"pln-2f4a8c1e-5d3b-4e6f-9a7b-",
       "slot": 4,
       "is_10k": true,
       "dr": 375.0,
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       "dtok": 2250.0,
       "pp_raw": {
        "0": 335.0,
        "1": 312.0,
        "2": 290.0,
        "3": 269.0,
        "4": 243.0,
        "5": 225.0
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       "tau": 5.464
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      {
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       "ttft_ms": 315.0,
       "tok_s": 414.5,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_invoice_approve\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440001\",\n      \"idempotency-key\": \"idem-001-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v1/invoices/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_payment_required_402\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440002\",\n      \"idempotency-key\": \"idem-002-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"DELETE /v1/invoices/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_customer_verify\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440003\",\n      \"cursor\": \"cursor-abc-123\",\n      \"limit\": 50\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v1/customers/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_conflict_409\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440004\",\n      \"cursor\": \"cursor-def-456\",\n      \"limit\": 100\n    },\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"DELETE /v1/customers/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_subscription_preview\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440005\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PUT /v2/subscriptions/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_too_many_requests_429\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440006\"\n    },\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate_limit\",\n    \"cleanup\": \"PUT /v2/subscriptions/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_webhook_cancel\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440007\",\n      \"cursor\": \"cursor-ghi-789\",\n      \"limit\": 25\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"DELETE /v1/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_precondition_required_428\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440008\",\n      \"cursor\": \"cursor-jkl-012\",\n      \"limit\": 10\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition_required\",\n    \"cleanup\": \"DELETE /v1/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_report_cancel\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440009\",\n      \"idempotency-key\": \"idem-003-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"GET /v2/reports/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_precondition_failed_412\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440010\",\n      \"idempotency-key\": \"idem-004-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition_failed\",\n    \"cleanup\": \"GET /v2/reports/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_token_rotate\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440011\",\n      \"idempotency-key\": \"idem-005-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"token\",\n    \"cleanup\": \"DELETE /v3/tokens/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_unprocessable_422\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440012\",\n      \"idempotency-key\": \"idem-006-2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 422,\n    \"expected_body_contains\": \"unprocessable\",\n    \"cleanup\": \"DELETE /v3/tokens/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_audit_verify\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440013\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"POST /v2/audits/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_gone_410\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440014\"\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"POST /v2/audits/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_export_verify\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440015\",\n      \"as_of\": \"2026-07-01T00:00:00Z\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PUT /v3/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_precondition_required_428\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440016\",\n      \"as_of\": \"2026-06-01T00:00:00Z\"\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition_required\",\n    \"cleanup\": \"PUT /v3/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/plans/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_plan_preview\",\n    \"payload\": {\n      \"id\": \"550e8400-e29b-41d4-a716-446655440017\",\n      \"dry_run\": true\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PATCH /v1/plans/{id}/preview\"\n  },\n  {\n   ",
       "slot": 5,
       "is_10k": true,
       "dr": 359.0,
       "ac": 1694.0,
       "dtok": 2154.0,
       "pp_raw": {
        "0": 338.0,
        "1": 314.0,
        "2": 293.0,
        "3": 262.0,
        "4": 249.0,
        "5": 238.0
       },
       "tau": 5.7187
      },
      {
       "ctok": 2048,
       "ttft_ms": 311.0,
       "tok_s": 432.3,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11\", \"dry_run\": false, \"status\": \"active\", \"amount_cents\": 5000, \"currency\": \"USD\", \"metadata\": {\"reason\": \"customer_request\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"POST /v3/invoices/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_conflict_already_canceled\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a12\", \"dry_run\": false, \"status\": \"canceled\", \"amount_cents\": 5000, \"currency\": \"USD\", \"metadata\": {}, \"version\": 2},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a13\", \"dry_run\": false, \"status\": \"active\", \"amount_cents\": 10000, \"currency\": \"USD\", \"metadata\": {\"tier\": \"enterprise\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_gone_customer\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a14\", \"dry_run\": false, \"status\": \"active\", \"amount_cents\": 10000, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a15\", \"status\": \"done\", \"amount_cents\": 2500, \"currency\": \"USD\", \"metadata\": {\"plan\": \"monthly\"}, \"version\": 3},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/subscriptions/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_not_found\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a16\", \"status\": \"done\", \"amount_cents\": 2500, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a17\", \"idempotency-key\": \"wh-cancel-001\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"source\": \"integration\"}, \"version\": 1},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"DELETE /v1/webhooks/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_rate_limited\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a18\", \"idempotency-key\": \"wh-cancel-002\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate limit\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a19\", \"as_of\": \"2024-06-15T00:00:00Z\", \"status\": \"open\", \"amount_cents\": 15000, \"currency\": \"USD\", \"metadata\": {\"period\": \"Q2\"}, \"version\": 2},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_precondition_failed\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a20\", \"as_of\": \"2024-06-15T00:00:00Z\", \"status\": \"held\", \"amount_cents\": 15000, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a21\", \"idempotency-key\": \"tok-retry-001\", \"status\": \"failed\", \"amount_cents\": 500, \"currency\": \"USD\", \"metadata\": {\"attempt\": \"2\"}, \"version\": 1},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"GET /v3/tokens/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_payment_required\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a22\", \"idempotency-key\": \"tok-retry-002\", \"status\": \"failed\", \"amount_cents\": 500, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_happy_path\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a23\", \"dry_run\": false, \"status\": \"failed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"audit_type\": \"compliance\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"GET /v1/audits/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_gone\",\n    \"payload\": {\"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a24\", \"dry_run\": false, \"status\": \"failed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n",
       "slot": 6,
       "is_10k": true,
       "dr": 357.0,
       "ac": 1693.0,
       "dtok": 2142.0,
       "pp_raw": {
        "0": 336.0,
        "1": 318.0,
        "2": 286.0,
        "3": 272.0,
        "4": 255.0,
        "5": 226.0
       },
       "tau": 5.7423
      },
      {
       "ctok": 2048,
       "ttft_ms": 309.0,
       "tok_s": 403.1,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_cancel_invoice_success\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11\",\n      \"as_of\": \"2026-06-28T12:00:00Z\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_invoice_not_found_404\",\n    \"payload\": {\n      \"id\": \"00000000-0000-0000-0000-000000000000\",\n      \"as_of\": \"2026-06-28T12:00:00Z\"\n    },\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_approve_customer_success\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a12\"\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"DELETE /v1/customers/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_payment_required_402\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a12\"\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_retry_subscription_success\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a13\",\n      \"cursor\": \"eyJpZCI6InN0YXJ0In0\",\n      \"limit\": 20\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"retry\",\n    \"cleanup\": \"POST /v3/disputes/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_path_precondition_failed_428\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a13\",\n      \"cursor\": \"eyJpZCI6InN0YXJ0In0\",\n      \"limit\": 20\n    },\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"precondition\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_verify_webhook_dry_run\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a14\",\n      \"dry_run\": true\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_path_unprocessable_entity_422\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a14\",\n      \"dry_run\": false\n    },\n    \"expected_status\": 422,\n    \"expected_body_contains\": \"unprocessable\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_verify_report_dry_run\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a15\",\n      \"dry_run\": true\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_bad_request_400\",\n    \"payload\": {\n      \"id\": \"invalid-uuid-format\",\n      \"dry_run\": true\n    },\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_token_paginated\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a16\",\n      \"cursor\": \"eyJpZCI6InN0YXJ0In0\",\n      \"limit\": 50\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"DELETE /v1/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_gone_410\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a16\",\n      \"cursor\": \"eyJpZCI6InN0YXJ0In0\",\n      \"limit\": 50\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_audit_cached\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a17\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"POST /v1/audits/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_path_payment_required_402\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a17\"\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_verify_export_soft_delete\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a18\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_path_gone_410\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a18\"\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_finalize_plan_paginated\",\n    \"payload\": {\n      \"id\": \"a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a19\",\n      \"cursor\": \"eyJpZCI6InN0YXJ0In0\",\n      \"limit\": 25\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"GET /v2/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n",
       "slot": 7,
       "is_10k": true,
       "dr": 372.0,
       "ac": 1680.0,
       "dtok": 2232.0,
       "pp_raw": {
        "0": 339.0,
        "1": 308.0,
        "2": 288.0,
        "3": 266.0,
        "4": 247.0,
        "5": 232.0
       },
       "tau": 5.5161
      }
     ],
     "mean_proposed": 6.0
    }
   }
  },
  "A5_k7": {
   "cfg": {
    "method": "eagle3",
    "k": 7,
    "head": "lightseekorg/kimi-k2.6-eagle3.1-mla",
    "argmax": true,
    "kv": "fp8_e4m3",
    "ml": 16384
   },
   "cmd": "vllm serve /models/Kimi-K2.6-NVFP4 --tensor-parallel-size 4 --gpu-memory-utilization 0.90 --quantization modelopt_fp4 --max-model-len 16384 --kv-cache-dtype fp8_e4m3 --speculative-config {\"model\": \"lightseekorg/kimi-k2.6-eagle3.1-mla\", \"method\": \"eagle3\", \"num_speculative_tokens\": 7, \"use_local_argmax_reduction\": true} --compilation-config {\"cudagraph_mode\": \"FULL_AND_PIECEWISE\", \"cudagraph_capture_sizes\": [1, 2, 3, 4, 5, 8, 16, 24, 32, 64, 128, 256]} --attention-config {\"disable_flashinfer_q_quantization\": true} --chat-template /cache/kimi_chat_template.jinja --limit-mm-per-prompt {\"image\":0,\"video\":0} --async-scheduling --trust-remote-code --port 8000",
   "cells": {
    "tool_nothink_10k": {
     "n": 8,
     "tok_s_median": 395.4,
     "tok_s_first8_median": 395.4,
     "tok_s_agg": 376.7,
     "tok_s_all_sorted": [
      299.6,
      348.4,
      356.0,
      394.1,
      396.6,
      403.0,
      414.2,
      441.3
     ],
     "ctok_median": 2048,
     "aa_len_ok": true,
     "ttft_ms_median": 318.0,
     "prefix_cache_suspect": false,
     "tau": 5.7645,
     "per_pos": {
      "0": 0.8988,
      "1": 0.8253,
      "2": 0.735,
      "3": 0.6692,
      "4": 0.6172,
      "5": 0.5459,
      "6": 0.4731
     },
     "power": null,
     "rows": [
      {
       "ctok": 2048,
       "ttft_ms": 391.0,
       "tok_s": 356.0,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_archive_happy_path\",\n    \"payload\": {\"id\": \"inv_7f8d9a2e-4b1c-5f6e-9a8b-2c3d4e5f6a7b\", \"as_of\": \"2026-01-15T09:30:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v1/invoices/{id}/archive with as_of restoring original state\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_archive_410_gone\",\n    \"payload\": {\"id\": \"inv_00000000-0000-0000-0000-000000000000\", \"as_of\": \"2026-01-15T09:30:00Z\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"customer_verify_happy_path\",\n    \"payload\": {\"id\": \"cus_9a8b7c6d-5e4f-3a2b-1c0d-9e8f7a6b5c4d\", \"idempotency-key\": \"idem_cust_vfy_001\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"accepted\",\n    \"cleanup\": \"POST /v2/customers/{id}/verify to restore verified status\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/customers/{id}/verify\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"customer_verify_404_not_found\",\n    \"payload\": {\"id\": \"cus_00000000-0000-0000-0000-000000000000\", \"idempotency-key\": \"idem_cust_vfy_404\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_happy_path\",\n    \"payload\": {\"id\": \"sub_1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d\", \"idempotency-key\": \"idem_sub_retry_001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/retry to reset retry state\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_404_not_found\",\n    \"payload\": {\"id\": \"sub_00000000-0000-0000-0000-000000000000\", \"idempotency-key\": \"idem_sub_retry_404\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_approve_happy_path\",\n    \"payload\": {\"id\": \"whk_2b3c4d5e-6f7a-8b9c-0d1e-2f3a4b5c6d7e\", \"cursor\": \"curs_abc123\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"PUT /v3/webhooks/{id}/approve with cursor reset to unapprove\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_approve_409_conflict\",\n    \"payload\": {\"id\": \"whk_conflict_12345\", \"cursor\": \"curs_conflict\", \"limit\": 50},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"report_archive_happy_path\",\n    \"payload\": {\"id\": \"rpt_3c4d5e6f-7a8b-9c0d-1e2f-3a4b5c6d7e8f\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PUT /v2/reports/{id}/archive with dry_run true then false to restore\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/archive\",\n    \"method\": \"PUT\",\n    \"test_name\": \"report_archive_429_rate_limited\",\n    \"payload\": {\"id\": \"rpt_rate_limit_12345\", \"dry_run\": false},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate limit\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_happy_path\",\n    \"payload\": {\"id\": \"tok_4d5e6f7a-8b9c-0d1e-2f3a-4b5c6d7e8f9a\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"GET /v3/tokens/{id}/archive to toggle archive state\"\n  },\n  {\n    \"endpoint\": \"GET /v3/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_412_precondition_failed\",\n    \"payload\": {\"id\": \"tok_precond_fail_12345\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"audit_retry_happy_path\",\n    \"payload\": {\"id\": \"adt_5e6f7a8b-9c0d-1e2f-3a4b-5c6d7e8f9a0b\", \"as_of\": \"2026-01-15T09:30:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"retry scheduled\",\n    \"cleanup\": \"GET /v3/audits/{id}/retry with as_of to cancel retry\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/retry\",\n    \"method\": \"GET\",\n    \"test_name\": \"audit_retry_429_rate_limited\",\n    \"payload\": {\"id\": \"adt_rate_limit_12345\", \"as_of\": \"2026-01-15T09:30:00Z\"},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate limit\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"export_retry_happy_path\",\n    \"payload\": {\"id\": \"exp_6f7a8b9c-0d1e-2f3a-4b5c-6d7e8f9a0b1c\", \"cursor\": \"curs_exp001\", \"limit\": 100},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"retry initiated\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/retry with cursor reset to stop\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/exports/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"export_retry_409_conflict\",\n    \"payload\": {\"id\": \"exp_conflict_12345\", \"cursor\": \"curs_conflict\", \"limit\": 100},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none required\"\n  },\n  {\n    \"endpoint\": \"GET /v1/plans/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"plan_finalize_happy_path\",\n    \"payload\": {\"id\": \"pln_7a8b9c0d-1e2f-3a4b-5c6d-7e8f9a0b1c2d\", \"cursor\": \"curs_pln001\", \"limit\": 25},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"GET /v1/plans/{id}/finalize with cursor to unfinalize\"\n  },\n",
       "slot": 0,
       "is_10k": true,
       "dr": 377.0,
       "ac": 1674.0,
       "dtok": 2639.0,
       "pp_raw": {
        "0": 327.0,
        "1": 291.0,
        "2": 262.0,
        "3": 236.0,
        "4": 221.0,
        "5": 183.0,
        "6": 154.0
       },
       "tau": 5.4403
      },
      {
       "ctok": 2048,
       "ttft_ms": 374.0,
       "tok_s": 394.1,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_archive_invoice\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"status\": \"done\", \"amount_cents\": 10000, \"currency\": \"USD\", \"metadata\": {\"reason\": \"customer_request\"}, \"version\": 2},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PATCH /v2/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/invoices/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"status\": \"pending\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_finalize_customer\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"status\": \"closed\", \"amount_cents\": 5000, \"currency\": \"EUR\", \"metadata\": {\"source\": \"web\"}, \"version\": 3, \"dry_run\": false},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"PUT /v1/customers/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/finalize\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"status\": \"open\", \"amount_cents\": -100, \"currency\": \"EUR\", \"metadata\": {}, \"version\": 1, \"dry_run\": true},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_subscription\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"status\": \"done\", \"amount_cents\": 15000, \"currency\": \"GBP\", \"metadata\": {\"plan\": \"premium\"}, \"version\": 5, \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"status\": \"pending\", \"amount_cents\": 15000, \"currency\": \"GBP\", \"metadata\": {}, \"version\": 2, \"dry_run\": true},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_preview_webhook\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"url\": \"https://example.com/hook\"}, \"version\": 4, \"cursor\": \"abc123\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PATCH /v3/webhooks/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/webhooks/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_precondition_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"open\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {}, \"version\": 1, \"cursor\": \"\", \"limit\": 1000},\n    \"expected_status\": 428,\n    \"expected_body_contains\": \"Precondition Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_approve_report\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"status\": \"closed\", \"amount_cents\": 25000, \"currency\": \"JPY\", \"metadata\": {\"department\": \"finance\"}, \"version\": 2, \"Idempotency-Key\": \"idem-report-001\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"DELETE /v2/reports/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/approve\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"status\": \"held\", \"amount_cents\": 0, \"currency\": \"JPY\", \"metadata\": {}, \"version\": 1, \"Idempotency-Key\": \"idem-report-002\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_token\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"status\": \"closed\", \"amount_cents\": 100, \"currency\": \"USD\", \"metadata\": {\"type\": \"api\"}, \"version\": 10, \"Idempotency-Key\": \"idem-token-001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"archive\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_bad_request\",\n    \"payload\": {\"id\": \"invalid-uuid-format\", \"status\": \"open\", \"amount_cents\": -50, \"currency\": \"USD\", \"metadata\": {}, \"version\": 0, \"Idempotency-Key\": \"idem-token-002\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_preview_audit\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"status\": \"past_due\", \"amount_cents\": 7500, \"currency\": \"CAD\", \"metadata\": {\"reviewer\": \"audit-team\"}, \"version\": 3, \"cursor\": \"audit-cursor-1\", \"limit\": 25},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"DELETE /v2/audits/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/audits/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"status\": \"canceled\", \"amount_cents\": 0, \"currency\": \"CAD\", \"metadata\": {}, \"version\": 99, \"cursor\": \"gone\", \"limit\": 0},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/exports/{id}/archive\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_archive_export\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"status\": \"done\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"format\": \"csv\"}, \"version\": 1, \"as_of\": \"2026-06-15T10:30:00Z\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n",
       "slot": 1,
       "is_10k": true,
       "dr": 341.0,
       "ac": 1712.0,
       "dtok": 2387.0,
       "pp_raw": {
        "0": 313.0,
        "1": 293.0,
        "2": 272.0,
        "3": 252.0,
        "4": 225.0,
        "5": 190.0,
        "6": 167.0
       },
       "tau": 6.0205
      },
      {
       "ctok": 2048,
       "ttft_ms": 370.0,
       "tok_s": 414.2,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_invoice_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"POST /v2/invoices/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/rotate\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_payment_required_402\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_customer_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"ik-2024-001-abc123\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"POST /v2/customers/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_precondition_failed_412\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"idempotency-key\": \"ik-2024-002-abc123\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_subscription_verify\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"idempotency-key\": \"ik-2024-003-abc123\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"DELETE /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"POST /v2/subscriptions/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_not_found_404\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"idempotency-key\": \"ik-2024-004-abc123\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_webhook_rotate_dry_run\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": true},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"PUT /v3/webhooks/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/webhooks/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_conflict_409\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": false},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_report_cancel_paginated\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"cursor\": \"c1\", \"limit\": 10},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"PUT /v2/reports/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_not_found_404\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"cursor\": \"c1\", \"limit\": 10},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_token_preview_as_of\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"as_of\": \"2024-01-15T10:30:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"PUT /v1/tokens/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_gone_410\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"as_of\": \"2023-01-01T00:00:00Z\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"Gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_audit_rotate\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"idempotency-key\": \"ik-2024-007-abc123\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"POST /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"POST /v1/audits/{id}/rotate\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_conflict_409\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"idempotency-key\": \"ik-2024-008-abc123\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_export_archive\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"POST /v3/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v3/exports/{id}/archive\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_payment_required_402\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_plan_approve_dry_run\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"dry_run\": true},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"GET /v2/plans/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_conflict_409\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"dry_run\": false},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_usage_preview_dry_run\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"dry_run\": true},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"status\",\n    \"cleanup\": \"GET /v3/usage/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"GET /v3/usage/{id}/preview\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_bad_request_400",
       "slot": 2,
       "is_10k": true,
       "dr": 323.0,
       "ac": 1724.0,
       "dtok": 2261.0,
       "pp_raw": {
        "0": 299.0,
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       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_invoice_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440000\", \"cursor\": \"eyJpZCI6IjEifQ==\", \"limit\": 50},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v1/invoices/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_invoice_cancel_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"cursor\": \"eyJpZCI6IjEifQ==\", \"limit\": 50},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_customer_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"2fa_context\": \"totp-verified\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PUT /v1/customers/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/customers/{id}/preview\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_customer_preview_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"2fa_context\": \"totp-verified\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"Not Found\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_subscription_archive\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"eyJpZCI6IjEifQ==\", \"limit\": 25},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"PATCH /v2/subscriptions/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/subscriptions/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_subscription_archive_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"cursor\": \"eyJpZCI6IjEifQ==\", \"limit\": 25},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"Payment Required\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"happy_path_webhook_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"GET /v2/webhooks/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/webhooks/{id}/cancel\",\n    \"method\": \"POST\",\n    \"test_name\": \"failure_webhook_cancel_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_report_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"as_of\": \"2026-06-15T10:30:00Z\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/reports/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_report_cancel_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"as_of\": \"2026-06-15T10:30:00Z\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_token_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"as_of\": \"2026-06-15T10:30:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"job_id\",\n    \"cleanup\": \"GET /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_token_preview_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\", \"as_of\": \"invalid-date\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"happy_path_audit_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440011\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"PATCH /v1/audits/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/audits/{id}/cancel\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"failure_audit_cancel_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440012\"},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"Precondition Failed\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_export_finalize\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440013\", \"idempotency_key\": \"exp-final-12345\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_export_finalize_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440014\", \"idempotency_key\": \"exp-final-12345\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"Conflict\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"DELETE /v3/plans/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_plan_preview\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440015\", \"as_of\": \"2026-06-15T10:30:00Z\", \"2fa_context\": \"totp-verified\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"PATCH /v3/plans/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"DELETE /v3/plans/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_plan_preview_bad_request\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440016\", \"as_of\": \"invalid-date\", \"2fa_context\": \"totp-verified\"},\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"Bad Request\",\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"DELETE /v1/usage/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_usage_cancel\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440017\", \"cursor\": \"eyJpZCI6IjEifQ==\", \"limit\": 100},\n    \"expected_status\": 202,\n    \"expected",
       "slot": 3,
       "is_10k": true,
       "dr": 337.0,
       "ac": 1714.0,
       "dtok": 2359.0,
       "pp_raw": {
        "0": 302.0,
        "1": 285.0,
        "2": 267.0,
        "3": 243.0,
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       "tau": 6.0861
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       "ctok": 2048,
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       "tok_s": 348.4,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_retry_invoice\",\n    \"payload\": {\"id\": \"inv-2f4a8c1e-5d3b-4e6f-9a0b-1c2d3e4f5a6b\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"POST /v2/invoices/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/invoices/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_invoice_not_found\",\n    \"payload\": {\"id\": \"inv-00000000-0000-0000-0000-000000000000\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"not_found\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_approve_customer\",\n    \"payload\": {\"id\": \"cus-3b5c9d2f-6e4a-5f7c-0b1a-2d3e4f5a6b7c\", \"idempotency-key\": \"idem-2026-001\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"PATCH /v1/customers/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/customers/{id}/approve\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_duplicate_idempotency_conflict\",\n    \"payload\": {\"id\": \"cus-3b5c9d2f-6e4a-5f7c-0b1a-2d3e4f5a6b7c\", \"idempotency-key\": \"idem-2026-001\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"conflict\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_preview_subscription\",\n    \"payload\": {\"id\": \"sub-4c6d0e3a-7f5b-6a8d-1c2b-3e4f5a6b7c8d\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"GET /v1/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_payment_required\",\n    \"payload\": {\"id\": \"sub-4c6d0e3a-7f5b-6a8d-1c2b-3e4f5a6b7c8d\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 20},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"payment_required\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_webhook\",\n    \"payload\": {\"id\": \"whk-5d7e1f4b-8a6c-7b9e-2d3c-4f5a6b7c8d9e\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"POST /v2/payouts/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_webhook_conflict\",\n    \"payload\": {\"id\": \"whk-5d7e1f4b-8a6c-7b9e-2d3c-4f5a6b7c8d9e\"},\n    \"expected_status\": 409,\n    \"expected_body_contains\": {\"error\": \"conflict\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"happy_path_finalize_report\",\n    \"payload\": {\"id\": \"rep-6e8f2g5c-9b7d-8c0f-3e4d-5a6b7c8d9e0f\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 200,\n    \"expected_body_contains\": {\"status\": \"done\"},\n    \"cleanup\": \"DELETE /v1/reports/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/reports/{id}/finalize\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"failure_report_gone\",\n    \"payload\": {\"id\": \"rep-6e8f2g5c-9b7d-8c0f-3e4d-5a6b7c8d9e0f\", \"cursor\": \"eyJwYWdlIjoxfQ==\", \"limit\": 50},\n    \"expected_status\": 410,\n    \"expected_body_contains\": {\"error\": \"gone\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"happy_path_retry_token\",\n    \"payload\": {\"id\": \"tok-7f9g3h6d-0c8e-9d1g-4f5e-6b7c8d9e0f1a\", \"idempotency-key\": \"idem-2026-002\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"pending\"},\n    \"cleanup\": \"DELETE /v3/tokens/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/tokens/{id}/retry\",\n    \"method\": \"PUT\",\n    \"test_name\": \"failure_token_payment_required\",\n    \"payload\": {\"id\": \"tok-7f9g3h6d-0c8e-9d1g-4f5e-6b7c8d9e0f1a\", \"idempotency-key\": \"idem-2026-003\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": {\"error\": \"payment_required\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_cancel_audit\",\n    \"payload\": {\"id\": \"adt-8g0h4i7e-1d9f-0e2h-5g6f-7c8d9e0f1a2b\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": {\"status\": \"open\"},\n    \"cleanup\": \"PATCH /v2/audits/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"GET /v3/audits/{id}/cancel\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_audit_not_found\",\n    \"payload\": {\"id\": \"adt-00000000-0000-0000-0000-000000000000\", \"dry_run\": false},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"not_found\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_verify_export\",\n    \"payload\": {\"id\": \"exp-9h1i5j8f-2e0g-1f3i-6h7g-8d9e0f1a2b3c\", \"dry_run\": true},\n    \"expected_status\": 201,\n    \"expected_body_contains\": {\"status\": \"active\"},\n    \"cleanup\": \"PUT /v3/exports/{id}/verify\"\n  },\n  {\n    \"endpoint\": \"GET /v1/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"failure_export_not_found\",\n    \"payload\": {\"id\": \"exp-00000000-0000-0000-0000-000000000000\", \"dry_run\": true},\n    \"expected_status\": 404,\n    \"expected_body_contains\": {\"error\": \"not_found\"},\n    \"cleanup\": null\n  },\n  {\n    \"endpoint\": \"GET /v2/plans/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"happy_path_archive_plan\",\n    \"payload\": {\"id\": \"pln-0i2j6k9g-3f1h-2g4j-7i8",
       "slot": 4,
       "is_10k": true,
       "dr": 384.0,
       "ac": 1667.0,
       "dtok": 2688.0,
       "pp_raw": {
        "0": 337.0,
        "1": 304.0,
        "2": 254.0,
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       "tau": 5.3411
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      {
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       "ttft_ms": 318.0,
       "tok_s": 299.6,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_approve_happy_path\",\n    \"payload\": {\n      \"id\": \"inv_7a3f9c2e-1d5b-4e8a-9f6c-3b2a1d0e5f78\",\n      \"idempotency-key\": \"idem-2026-0715-001\"\n    },\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"approval_initiated\",\n    \"cleanup\": \"POST /v2/invoices/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"GET /v2/invoices/{id}/approve\",\n    \"method\": \"GET\",\n    \"test_name\": \"invoices_approve_payment_required\",\n    \"payload\": {\n      \"id\": \"inv_8b4e0d3f-2c6a-5f9b-0a7d-4c3b2e1f6a89\",\n      \"idempotency-key\": \"idem-2026-0715-002\"\n    },\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment_required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"customers_verify_happy_path\",\n    \"payload\": {\n      \"id\": \"cus_9c5f1e4a-3b7c-6d0c-1b8e-5d4c3f2g7b90\",\n      \"cursor\": \"c3RhcnRfdG9rZW4=\",\n      \"limit\": 50\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verification_accepted\",\n    \"cleanup\": \"DELETE /v2/customers/{id}\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/customers/{id}/verify\",\n    \"method\": \"PUT\",\n    \"test_name\": \"customers_verify_conflict\",\n    \"payload\": {\n      \"id\": \"cus_0d6g2f5b-4c8d-7e1d-2c9f-6e5d4g3h8c01\",\n      \"cursor\": \"invalid_cursor\",\n      \"limit\": 9999\n    },\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"subscriptions_preview_happy_path\",\n    \"payload\": {\n      \"id\": \"sub_1e7h3g6c-5d9e-8f2e-3d0g-7f6e5h4i9d12\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"preview_generated\",\n    \"cleanup\": \"DELETE /v3/subscriptions/{id}\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/subscriptions/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"subscriptions_preview_rate_limited\",\n    \"payload\": {\n      \"id\": \"sub_2f8i4h7d-6e0f-9g3f-4e1h-8g7f6i5j0e23\"\n    },\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate_limit_exceeded\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"webhooks_cancel_happy_path\",\n    \"payload\": {\n      \"id\": \"whk_3g9j5i8e-7f1g-0h4g-5f2i-9h8g7j6k1f34\",\n      \"cursor\": \"c3RhcnRfdG9rZW4=\",\n      \"limit\": 25\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancellation_scheduled\",\n    \"cleanup\": \"POST /v1/webhooks/{id}/restore\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/webhooks/{id}/cancel\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"webhooks_cancel_bad_request\",\n    \"payload\": {\n      \"id\": \"whk_4h0k6j9f-8g2h-1i5h-6g3j-0i9h8k7l2g45\",\n      \"cursor\": \"not_base64!!!\",\n      \"limit\": -1\n    },\n    \"expected_status\": 400,\n    \"expected_body_contains\": \"bad_request\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"reports_cancel_happy_path\",\n    \"payload\": {\n      \"id\": \"rpt_5i1l7k0g-9i3j-2k6i-7h4k-1j0i9l8m3h56\",\n      \"idempotency-key\": \"idem-2026-0715-003\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"cancellation_confirmed\",\n    \"cleanup\": \"POST /v2/reports/{id}/reopen\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/reports/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"reports_cancel_precondition_failed\",\n    \"payload\": {\n      \"id\": \"rpt_6j2m8l1h-0j4k-3l7j-8i5l-2k1j0m9n4i67\",\n      \"idempotency-key\": \"idem-2026-0715-004\"\n    },\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition_failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_rotate_happy_path\",\n    \"payload\": {\n      \"id\": \"tok_7k3n9m2i-1l5m-4o8k-9j6m-3l2k1n0o5j78\",\n      \"idempotency-key\": \"idem-2026-0715-005\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"token_rotated\",\n    \"cleanup\": \"PUT /v3/tokens/{id}/revoke\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/tokens/{id}/rotate\",\n    \"method\": \"PUT\",\n    \"test_name\": \"tokens_rotate_not_found\",\n    \"payload\": {\n      \"id\": \"tok_00000000-0000-0000-0000-000000000000\",\n      \"idempotency-key\": \"idem-2026-0715-006\"\n    },\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not_found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"audits_verify_happy_path\",\n    \"payload\": {\n      \"id\": \"adt_8l4o0n3j-2m6n-5p9l-0k7n-4m3l2o1p6k89\"\n    },\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"audit_verified\",\n    \"cleanup\": \"DELETE /v3/audits/{id}\"\n  },\n  {\n    \"endpoint\": \"POST /v3/audits/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"audits_verify_gone\",\n    \"payload\": {\n      \"id\": \"adt_9m5p1o4k-3n7o-6q0m-1l8o-5n4m3p2q7l90\"\n    },\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_verify_happy_path\",\n    \"payload\": {\n      \"id\": \"exp_0n6q2p5l-4o8p-7r1n-2m9p-6o5n4q3r8m01\",\n      \"as_of\": \"2026-07-15T00:00:00Z\"\n    },\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verification_queued\",\n    \"cleanup\": \"DELETE /v3/exports/{id}\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"exports_verify_bad_request\",\n    \"payload\": {\n      \"id\": \"exp_1o7r3q6",
       "slot": 5,
       "is_10k": true,
       "dr": 448.0,
       "ac": 1600.0,
       "dtok": 3136.0,
       "pp_raw": {
        "0": 389.0,
        "1": 322.0,
        "2": 239.0,
        "3": 196.0,
        "4": 173.0,
        "5": 152.0,
        "6": 129.0
       },
       "tau": 4.5714
      },
      {
       "ctok": 2048,
       "ttft_ms": 315.0,
       "tok_s": 403.0,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"dry_run\": false, \"status\": \"canceled\", \"amount_cents\": 5000, \"currency\": \"USD\", \"metadata\": {\"reason\": \"customer_request\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"canceled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v1/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_not_found\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440999\", \"dry_run\": false, \"status\": \"canceled\", \"amount_cents\": 5000, \"currency\": \"USD\", \"metadata\": {\"reason\": \"test\"}, \"version\": 1},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\", \"dry_run\": false, \"status\": \"active\", \"amount_cents\": 10000, \"currency\": \"USD\", \"metadata\": {\"tier\": \"enterprise\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"active\",\n    \"cleanup\": \"DELETE /v1/customers/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v1/customers/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_finalize_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440998\", \"dry_run\": false, \"status\": \"active\", \"amount_cents\": 10000, \"currency\": \"USD\", \"metadata\": {\"tier\": \"enterprise\"}, \"version\": 1},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"status\": \"done\", \"amount_cents\": 2500, \"currency\": \"USD\", \"metadata\": {\"plan\": \"monthly\"}, \"version\": 2},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"done\",\n    \"cleanup\": \"PUT /v2/subscriptions/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"PATCH /v2/subscriptions/{id}/archive\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"subscription_archive_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"status\": \"failed\", \"amount_cents\": 2500, \"currency\": \"USD\", \"metadata\": {\"plan\": \"monthly\"}, \"version\": 999},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"idempotency-key\": \"wh-001-abc\"}, \"version\": 1},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"closed\",\n    \"cleanup\": \"POST /v2/webhooks/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"PUT /v2/webhooks/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"webhook_cancel_rate_limited\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"status\": \"closed\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"idempotency-key\": \"wh-001-def\"}, \"version\": 1},\n    \"expected_status\": 429,\n    \"expected_body_contains\": \"rate limit\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"as_of\": \"2026-06-15T00:00:00Z\", \"status\": \"closed\", \"amount_cents\": 7500, \"currency\": \"USD\", \"metadata\": {\"period\": \"Q2\"}, \"version\": 1},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"closed\",\n    \"cleanup\": \"DELETE /v3/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/finalize\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_finalize_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"as_of\": \"2025-01-01T00:00:00Z\", \"status\": \"open\", \"amount_cents\": 7500, \"currency\": \"USD\", \"metadata\": {\"period\": \"Q2\"}, \"version\": 1},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"status\": \"done\", \"amount_cents\": 100, \"currency\": \"USD\", \"metadata\": {\"idempotency-key\": \"tok-001-xyz\"}, \"version\": 3},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"done\",\n    \"cleanup\": \"PATCH /v2/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"POST /v2/tokens/{id}/retry\",\n    \"method\": \"POST\",\n    \"test_name\": \"token_retry_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"status\": \"pending\", \"amount_cents\": 100, \"currency\": \"USD\", \"metadata\": {\"idempotency-key\": \"tok-001-aaa\"}, \"version\": 1},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\", \"dry_run\": false, \"status\": \"done\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"source\": \"automated\"}, \"version\": 2},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"done\",\n    \"cleanup\": \"PUT /v3/audits/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PATCH /v3/audits/{id}/retry\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"audit_retry_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440997\", \"dry_run\": false, \"status\": \"done\", \"amount_cents\": 0, \"currency\": \"USD\", \"metadata\": {\"source\": \"automated\"}, \"version\": 2},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v2/exports/{id}/preview\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"export_preview_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\", \"status\": \"open\", \"amount_cents\": 50000, \"currency\": \"USD\", \"metadata\": {\"idempotency-key\": \"exp-001-prev\"}, \"version\": 1},\n   ",
       "slot": 6,
       "is_10k": true,
       "dr": 332.0,
       "ac": 1715.0,
       "dtok": 2324.0,
       "pp_raw": {
        "0": 304.0,
        "1": 297.0,
        "2": 268.0,
        "3": 250.0,
        "4": 230.0,
        "5": 200.0,
        "6": 166.0
       },
       "tau": 6.1657
      },
      {
       "ctok": 2048,
       "ttft_ms": 316.0,
       "tok_s": 441.3,
       "text": " ```json\n[\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440001\", \"as_of\": \"2026-07-01T00:00:00Z\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"cancelled\",\n    \"cleanup\": \"POST /v1/invoices/{id}/rotate\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/invoices/{id}/cancel\",\n    \"method\": \"PUT\",\n    \"test_name\": \"invoice_cancel_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"as_of\": \"2026-07-01T00:00:00Z\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_approve_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"approved\",\n    \"cleanup\": \"DELETE /v1/customers/{id}/preview\"\n  },\n  {\n    \"endpoint\": \"POST /v2/customers/{id}/approve\",\n    \"method\": \"POST\",\n    \"test_name\": \"customer_approve_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440002\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 201,\n    \"expected_body_contains\": \"retried\",\n    \"cleanup\": \"DELETE /v1/subscriptions/{id}/approve\"\n  },\n  {\n    \"endpoint\": \"DELETE /v1/subscriptions/{id}/retry\",\n    \"method\": \"DELETE\",\n    \"test_name\": \"subscription_retry_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440003\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhook_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"DELETE /v3/webhooks/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"POST /v3/webhooks/{id}/verify\",\n    \"method\": \"POST\",\n    \"test_name\": \"webhook_verify_precondition_failed\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440004\", \"dry_run\": true},\n    \"expected_status\": 412,\n    \"expected_body_contains\": \"precondition failed\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": false},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/reports/{id}/retry\"\n  },\n  {\n    \"endpoint\": \"GET /v2/reports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"report_verify_conflict\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440005\", \"dry_run\": true},\n    \"expected_status\": 409,\n    \"expected_body_contains\": \"conflict\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440006\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"archived\",\n    \"cleanup\": \"DELETE /v1/tokens/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v2/tokens/{id}/archive\",\n    \"method\": \"GET\",\n    \"test_name\": \"token_archive_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"audit_preview_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"preview\",\n    \"cleanup\": \"POST /v1/audits/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PUT /v3/audits/{id}/preview\",\n    \"method\": \"PUT\",\n    \"test_name\": \"audit_preview_payment_required\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440007\"},\n    \"expected_status\": 402,\n    \"expected_body_contains\": \"payment required\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"export_verify_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 202,\n    \"expected_body_contains\": \"verified\",\n    \"cleanup\": \"PATCH /v1/exports/{id}/archive\"\n  },\n  {\n    \"endpoint\": \"GET /v3/exports/{id}/verify\",\n    \"method\": \"GET\",\n    \"test_name\": \"export_verify_gone\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440008\"},\n    \"expected_status\": 410,\n    \"expected_body_contains\": \"gone\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"plan_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440009\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"GET /v2/plans/{id}/cancel\"\n  },\n  {\n    \"endpoint\": \"PATCH /v1/plans/{id}/finalize\",\n    \"method\": \"PATCH\",\n    \"test_name\": \"plan_finalize_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\", \"cursor\": \"abc123\", \"limit\": 10},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"POST /v1/usage/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"usage_finalize_happy_path\",\n    \"payload\": {\"id\": \"550e8400-e29b-41d4-a716-446655440010\"},\n    \"expected_status\": 200,\n    \"expected_body_contains\": \"finalized\",\n    \"cleanup\": \"DELETE /v1/usage/{id}/finalize\"\n  },\n  {\n    \"endpoint\": \"POST /v1/usage/{id}/finalize\",\n    \"method\": \"POST\",\n    \"test_name\": \"usage_finalize_not_found\",\n    \"payload\": {\"id\": \"00000000-0000-0000-0000-000000000000\"},\n    \"expected_status\": 404,\n    \"expected_body_contains\": \"not found\",\n    \"cleanup\": \"none\"\n  },\n  {\n    \"endpoint\": \"PUT",
       "slot": 7,
       "is_10k": true,
       "dr": 303.0,
       "ac": 1749.0,
       "dtok": 2121.0,
       "pp_raw": {
        "0": 286.0,
        "1": 275.0,
        "2": 266.0,
        "3": 258.0,
        "4": 248.0,
        "5": 225.0,
        "6": 191.0
       },
       "tau": 6.7723
      }
     ],
     "mean_proposed": 7.0
    }
   }
  }
 },
 "gates": {
  "G_k6": {
   "f8": 407.0,
   "anchor_f8": 403.2,
   "bank": false
  },
  "G_k7": {
   "f8": 395.4,
   "anchor_f8": 403.2,
   "bank": false
  }
 },
 "decisions": [
  "anchor k5 f8=403.2 step=12.36ms (record-day f8 390.6); slow_node=False",
  "T1 at 10k = 6.63ms (measured)",
  "A2 ngram failed/blocked: skipping A3 (same failure class); E1 rides the ladder fit only",
  "E1: verdict=blocked v6=None v9=None draft_pass=None verify_slope=None",
  "k=8 skipped: k=7 fell below k=6 (ladder collapsed)",
  "within-session step fit: {'intercept_ms': 4.967, 'slope_ms_per_k': 1.47, 'points': {'5': 12.36, '6': 13.7, '7': 15.3}}",
  "DONE: e1=blocked best_n16=None $25.2"
 ],
 "hourly_usd": 24.0,
 "hard_cap_usd": 60.0,
 "bars": {
  "crusoe_median_2026_07_05": 438.1,
  "crusoe_peak": 449.0,
  "prior_record": 398.5
 },
 "protocol": "identical to brl11_record (10k docpacks, temp 0.6, streaming, interp median, per-request seeds); probe cells slots 0-8",
 "prompt_sha256_10k": "be01fffdb4cf55d93e049edaf22c5099d29cace9bc5fea8e3df8dcb29848a6e8",
 "zero_init": "patched",
 "p0_manifest": {
  "vllm_version": "0.24.0",
  "vllm_sha": "UNKNOWN (compare version string manually)",
  "flashinfer": "0.6.12",
  "zero_init_fix_in_source": false,
  "spec_ngram_fields": true
 },
 "e1": {
  "t1_ms": 6.63,
  "t1_source": "measured",
  "thresholds": {
   "draft_loop_max": 8.5,
   "verify_bytes_min": 11.0
  },
  "eagle_step_k5_ms": 12.36,
  "verdict": "blocked"
 },
 "step_fit": {
  "intercept_ms": 4.967,
  "slope_ms_per_k": 1.47,
  "points": {
   "5": 12.36,
   "6": 13.7,
   "7": 15.3
  }
 },
 "ship": {
  "best_n16_cell": null,
  "vs": {
   "prior_record": 398.5,
   "crusoe": 438.1
  },
  "note": "stage-A is an information session; records bank opportunistically"
 },
 "total_spent_usd_est": 25.23
}