77일차 실행 기록 분석: 실습 15개 · 강의(개요 30장 · 단계 문서 · 4단계 정리 · 05 바이브), 정답본 LAB-A · answers · VIBE-A · tlog 포함

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mcchae committed 2026-11-01 23:43:55 +09:00
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$ uv run tools/flow.py test cases/lab02-challenge.json -v
POST http://localhost:5678/webhook/my-log-report · 5 case(s) × 1
✘ 두 주 · 다시 묻는 비율이 가장 높은 주제 · 0.1s · 596 calls · $0.078360 · repeat_topics.0.topic = null (expected 프린터); repeat_topics.0.answers = null (expected 81); repeat_topics.0.repeats = null (expected 8); repeat_topics.0.repeat_rate = null (expected 0.0988)
→ request POST /webhook/my-log-report
{
"from": "2026-10-19",
"to": "2026-10-30"
}
← response HTTP 200
{
"total": 666,
"errors": 21,
"error_rate": 0.0315,
"p50_ms": 1205,
"p95_ms": 2537,
"by_route": {
"자동 답변": 591,
"담당자 연결": 34,
"오류": 21,
"잠시 후": 20
},
"by_day": {
"2026-10-19": {
"total": 73,
"errors": 0,
"error_rate": 0
},
"2026-10-20": {
"total": 57,
"errors": 0,
"error_rate": 0
},
"2026-10-21": {
"total": 60,
"errors": 0,
"error_rate": 0
},
"2026-10-22": {
"total": 55,
"errors": 0,
"error_rate": 0
},
"2026-10-23": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-26": {
"total": 70,
"errors": 16,
"error_rate": 0.2286
},
"2026-10-27": {
"total": 62,
"errors": 0,
"error_rate": 0
},
"2026-10-28": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-29": {
"total": 97,
"errors": 5,
"error_rate": 0.0515
},
"2026-10-30": {
"total": 64,
"errors": 0,
"error_rate": 0
}
},
"by_release": {
"1.0.0": {
"answers": 402,
"repeats": 19,
"repeat_rate": 0.0473
},
"1.1.0": {
"answers": 181,
"repeats": 14,
"repeat_rate": 0.0773
},
"1.2.0": {
"answers": 8,
"repeats": 5,
"repeat_rate": 0.625
}
},
"steps": {
"faq_ms": {
"runs": 646,
"p50": 27,
"p95": 39
},
"answer_ms": {
"runs": 596,
"p50": 1179,
"p95": 2509
}
},
"cost_usd": 0.07836,
"cost_per_run": 0.000118,
"llm_calls": 596,
"failures": [
{
"node": "Search FAQ",
"message": "timeout of 1000ms exceeded",
"count": 16
},
{
"node": "Answer",
"message": "429 Rate limit reached for requests",
"count": 5
}
],
"unanswered_topics": [
{
"topic": "와이파이",
"count": 34
}
],
"anomalies": [
{
"hour": "2026-10-26T09",
"total": 16,
"errors": 16,
"error_rate": 1
},
{
"hour": "2026-10-29T15",
"total": 7,
"errors": 5,
"error_rate": 0.7143
}
]
}
✘ 두 주 · 수로는 비밀번호가 가장 많지만 비율은 2위 · 0.1s · 596 calls · $0.078360 · repeat_topics.1.topic = null (expected 비밀번호); repeat_topics.1.repeats = null (expected 9); repeat_topics.1.repeat_rate = null (expected 0.0647)
→ request POST /webhook/my-log-report
{
"from": "2026-10-19",
"to": "2026-10-30"
}
← response HTTP 200
{
"total": 666,
"errors": 21,
"error_rate": 0.0315,
"p50_ms": 1205,
"p95_ms": 2537,
"by_route": {
"자동 답변": 591,
"담당자 연결": 34,
"오류": 21,
"잠시 후": 20
},
"by_day": {
"2026-10-19": {
"total": 73,
"errors": 0,
"error_rate": 0
},
"2026-10-20": {
"total": 57,
"errors": 0,
"error_rate": 0
},
"2026-10-21": {
"total": 60,
"errors": 0,
"error_rate": 0
},
"2026-10-22": {
"total": 55,
"errors": 0,
"error_rate": 0
},
"2026-10-23": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-26": {
"total": 70,
"errors": 16,
"error_rate": 0.2286
},
"2026-10-27": {
"total": 62,
"errors": 0,
"error_rate": 0
},
"2026-10-28": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-29": {
"total": 97,
"errors": 5,
"error_rate": 0.0515
},
"2026-10-30": {
"total": 64,
"errors": 0,
"error_rate": 0
}
},
"by_release": {
"1.0.0": {
"answers": 402,
"repeats": 19,
"repeat_rate": 0.0473
},
"1.1.0": {
"answers": 181,
"repeats": 14,
"repeat_rate": 0.0773
},
"1.2.0": {
"answers": 8,
"repeats": 5,
"repeat_rate": 0.625
}
},
"steps": {
"faq_ms": {
"runs": 646,
"p50": 27,
"p95": 39
},
"answer_ms": {
"runs": 596,
"p50": 1179,
"p95": 2509
}
},
"cost_usd": 0.07836,
"cost_per_run": 0.000118,
"llm_calls": 596,
"failures": [
{
"node": "Search FAQ",
"message": "timeout of 1000ms exceeded",
"count": 16
},
{
"node": "Answer",
"message": "429 Rate limit reached for requests",
"count": 5
}
],
"unanswered_topics": [
{
"topic": "와이파이",
"count": 34
}
],
"anomalies": [
{
"hour": "2026-10-26T09",
"total": 16,
"errors": 16,
"error_rate": 1
},
{
"hour": "2026-10-29T15",
"total": 7,
"errors": 5,
"error_rate": 0.7143
}
]
}
✘ 두 주 · 다시 물은 주제는 6개 · 0.1s · 596 calls · $0.078360 · repeat_topics.5.topic = null (expected 설치); repeat_topics.5.repeat_rate = null (expected 0.0328)
→ request POST /webhook/my-log-report
{
"from": "2026-10-19",
"to": "2026-10-30"
}
← response HTTP 200
{
"total": 666,
"errors": 21,
"error_rate": 0.0315,
"p50_ms": 1205,
"p95_ms": 2537,
"by_route": {
"자동 답변": 591,
"담당자 연결": 34,
"오류": 21,
"잠시 후": 20
},
"by_day": {
"2026-10-19": {
"total": 73,
"errors": 0,
"error_rate": 0
},
"2026-10-20": {
"total": 57,
"errors": 0,
"error_rate": 0
},
"2026-10-21": {
"total": 60,
"errors": 0,
"error_rate": 0
},
"2026-10-22": {
"total": 55,
"errors": 0,
"error_rate": 0
},
"2026-10-23": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-26": {
"total": 70,
"errors": 16,
"error_rate": 0.2286
},
"2026-10-27": {
"total": 62,
"errors": 0,
"error_rate": 0
},
"2026-10-28": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-29": {
"total": 97,
"errors": 5,
"error_rate": 0.0515
},
"2026-10-30": {
"total": 64,
"errors": 0,
"error_rate": 0
}
},
"by_release": {
"1.0.0": {
"answers": 402,
"repeats": 19,
"repeat_rate": 0.0473
},
"1.1.0": {
"answers": 181,
"repeats": 14,
"repeat_rate": 0.0773
},
"1.2.0": {
"answers": 8,
"repeats": 5,
"repeat_rate": 0.625
}
},
"steps": {
"faq_ms": {
"runs": 646,
"p50": 27,
"p95": 39
},
"answer_ms": {
"runs": 596,
"p50": 1179,
"p95": 2509
}
},
"cost_usd": 0.07836,
"cost_per_run": 0.000118,
"llm_calls": 596,
"failures": [
{
"node": "Search FAQ",
"message": "timeout of 1000ms exceeded",
"count": 16
},
{
"node": "Answer",
"message": "429 Rate limit reached for requests",
"count": 5
}
],
"unanswered_topics": [
{
"topic": "와이파이",
"count": 34
}
],
"anomalies": [
{
"hour": "2026-10-26T09",
"total": 16,
"errors": 16,
"error_rate": 1
},
{
"hour": "2026-10-29T15",
"total": 7,
"errors": 5,
"error_rate": 0.7143
}
]
}
✘ 첫 주 · 설치는 다시 묻지 않음 · 0.0s · 292 calls · $0.038550 · repeat_topics.0.topic = null (expected 프린터)
→ request POST /webhook/my-log-report
{
"from": "2026-10-19",
"to": "2026-10-23"
}
← response HTTP 200
{
"total": 309,
"errors": 0,
"error_rate": 0,
"p50_ms": 1252,
"p95_ms": 2525,
"by_route": {
"자동 답변": 292,
"담당자 연결": 17
},
"by_day": {
"2026-10-19": {
"total": 73,
"errors": 0,
"error_rate": 0
},
"2026-10-20": {
"total": 57,
"errors": 0,
"error_rate": 0
},
"2026-10-21": {
"total": 60,
"errors": 0,
"error_rate": 0
},
"2026-10-22": {
"total": 55,
"errors": 0,
"error_rate": 0
},
"2026-10-23": {
"total": 64,
"errors": 0,
"error_rate": 0
}
},
"by_release": {
"1.0.0": {
"answers": 292,
"repeats": 16,
"repeat_rate": 0.0548
}
},
"steps": {
"faq_ms": {
"runs": 309,
"p50": 27,
"p95": 39
},
"answer_ms": {
"runs": 292,
"p50": 1200,
"p95": 2470
}
},
"cost_usd": 0.03855,
"cost_per_run": 0.000125,
"llm_calls": 292,
"failures": [],
"unanswered_topics": [
{
"topic": "와이파이",
"count": 17
}
],
"anomalies": []
}
✔ 앞의 지표는 그대로 · 0.1s · 596 calls · $0.078360
→ request POST /webhook/my-log-report
{
"from": "2026-10-19",
"to": "2026-10-30"
}
← response HTTP 200
{
"total": 666,
"errors": 21,
"error_rate": 0.0315,
"p50_ms": 1205,
"p95_ms": 2537,
"by_route": {
"자동 답변": 591,
"담당자 연결": 34,
"오류": 21,
"잠시 후": 20
},
"by_day": {
"2026-10-19": {
"total": 73,
"errors": 0,
"error_rate": 0
},
"2026-10-20": {
"total": 57,
"errors": 0,
"error_rate": 0
},
"2026-10-21": {
"total": 60,
"errors": 0,
"error_rate": 0
},
"2026-10-22": {
"total": 55,
"errors": 0,
"error_rate": 0
},
"2026-10-23": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-26": {
"total": 70,
"errors": 16,
"error_rate": 0.2286
},
"2026-10-27": {
"total": 62,
"errors": 0,
"error_rate": 0
},
"2026-10-28": {
"total": 64,
"errors": 0,
"error_rate": 0
},
"2026-10-29": {
"total": 97,
"errors": 5,
"error_rate": 0.0515
},
"2026-10-30": {
"total": 64,
"errors": 0,
"error_rate": 0
}
},
"by_release": {
"1.0.0": {
"answers": 402,
"repeats": 19,
"repeat_rate": 0.0473
},
"1.1.0": {
"answers": 181,
"repeats": 14,
"repeat_rate": 0.0773
},
"1.2.0": {
"answers": 8,
"repeats": 5,
"repeat_rate": 0.625
}
},
"steps": {
"faq_ms": {
"runs": 646,
"p50": 27,
"p95": 39
},
"answer_ms": {
"runs": 596,
"p50": 1179,
"p95": 2509
}
},
"cost_usd": 0.07836,
"cost_per_run": 0.000118,
"llm_calls": 596,
"failures": [
{
"node": "Search FAQ",
"message": "timeout of 1000ms exceeded",
"count": 16
},
{
"node": "Answer",
"message": "429 Rate limit reached for requests",
"count": 5
}
],
"unanswered_topics": [
{
"topic": "와이파이",
"count": 34
}
],
"anomalies": [
{
"hour": "2026-10-26T09",
"total": 16,
"errors": 16,
"error_rate": 1
},
{
"hour": "2026-10-29T15",
"total": 7,
"errors": 5,
"error_rate": 0.7143
}
]
}
Passed 1/5
report: runs/lab02-challenge-20261031-075016.json