$ uv run tools/flow.py morning
seeded morning 2026-11-04T08:30:00 · {"alerts": 6, "dlq": 3, "quality_log": 4, "quarantine": 1, "usage": 192}
alerts: 6 (high 3)
  [high] helpdesk/Search FAQ · timeout · timeout of 1000ms exceeded
  [high] helpdesk/Answer · rate_limit · 429 Rate limit reached for requests
  [high] faq-import/Batch ok? · batch_rejected · B-1 rejected
  [medium] faq-import/Low score? · low_quality · B-2 quality 0.8
  [medium] faq-import/Low score? · low_quality · B-3 quality 0.8333
  [medium] intake/Create ticket · api_error · tickets API 503
DLQ: 3 (parked 2)
  #1  attempts 3  parked True  tickets API 503
  #2  attempts 3  parked True  tickets API 503
  #3  attempts 1  parked False  timeout
quality log: 4 (scores [0, 0.8, 0.8333, 1]) · quarantine 1
usage: 156 requests · 192 calls · $0.073604
budget: used $0.073604 of $0.08
release: active 1.1.0 · canary {"release": "1.2.0", "percent": 20}

$ uv run tools/flow.py call base-ops-facts requests/week2.json
HTTP 200 · 1.4s
{
  "runs": {
    "total": 666,
    "errors": 21,
    "error_rate": 3.153153153153153
  },
  "alerts": {
    "count": 6
  },
  "dlq": {
    "size": 3
  },
  "cost": {
    "used_usd": 0.073604,
    "daily_usd": 0.08
  }
}