79일차 운영 데이터 기반 Ops Assistant: 실습 15개 · 강의(개요 30장 · 단계 문서 · 4단계 정리 · 05 바이브), 정답본 LAB-A · answers · VIBE-A · tops 포함
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$ uv run tools/flow.py morning
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seeded morning 2026-11-04T08:30:00 · {"alerts": 6, "dlq": 3, "quality_log": 4, "quarantine": 1, "usage": 192}
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alerts: 6 (high 3)
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[high] helpdesk/Search FAQ · timeout · timeout of 1000ms exceeded
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[high] helpdesk/Answer · rate_limit · 429 Rate limit reached for requests
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[high] faq-import/Batch ok? · batch_rejected · B-1 rejected
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[medium] faq-import/Low score? · low_quality · B-2 quality 0.8
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[medium] faq-import/Low score? · low_quality · B-3 quality 0.8333
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[medium] intake/Create ticket · api_error · tickets API 503
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DLQ: 3 (parked 2)
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#1 attempts 3 parked True tickets API 503
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#2 attempts 3 parked True tickets API 503
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#3 attempts 1 parked False timeout
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quality log: 4 (scores [0, 0.8, 0.8333, 1]) · quarantine 1
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usage: 156 requests · 192 calls · $0.073604
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budget: used $0.073604 of $0.08
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release: active 1.1.0 · canary {"release": "1.2.0", "percent": 20}
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$ uv run tools/flow.py call base-ops-facts requests/week2.json
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HTTP 200 · 1.4s
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{
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"runs": {
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"total": 666,
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"errors": 21,
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"error_rate": 3.153153153153153
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},
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"alerts": {
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"count": 6
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},
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"dlq": {
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"size": 3
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},
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"cost": {
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"used_usd": 0.073604,
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"daily_usd": 0.08
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}
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}
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