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$ uv run tools/flow.py budget
budget $1.0 / used $0.006822 · remaining $0.993178 · over False · per user 20/min · question 500 chars
$ uv run tools/flow.py test cases/lab03.json -v
POST http://localhost:5678/webhook/my-cost · 3 case(s) × 1
✔ before: POST http://localhost:8800/usage-clear · HTTP 200 · 0.0s · {"cleared": 19}
→ request POST http://localhost:8800/usage-clear
{}
← response HTTP 200
{
"cleared": 19
}
✔ before: POST http://localhost:8800/budget · HTTP 200 · 0.0s · {"daily_usd": 0.001, "user_limit_per_min": 20, "max_question_chars": 500, "used_usd": 0, "remaining_usd": 0.001, "over":
→ request POST http://localhost:8800/budget
{
"daily_usd": 0.001
}
← response HTTP 200
{
"daily_usd": 0.001,
"user_limit_per_min": 20,
"max_question_chars": 500,
"used_usd": 0,
"remaining_usd": 0.001,
"over": false
}
✔ before: POST http://localhost:8800/usage · HTTP 200 · 0.0s · {"stored": 1, "total": 1}
→ request POST http://localhost:8800/usage
{
"request_id": "seed",
"user": "seed",
"step": "answer",
"model": "gpt-4.1-mini",
"cost_usd": 0.002
}
← response HTTP 200
{
"stored": 1,
"total": 1
}
✘ 한도를 넘으면 · FAQ 원문 · 1.1s · 자동 답변 · 1 call · $0.000154 · route = 자동 답변 (expected 한도 초과); cost_usd = 0.000154 (expected 0); llm_calls = 1 (expected 0)
→ request POST /webhook/my-cost
{
"question": "VPN 접속이 자꾸 끊겨요. 어떻게 하나요?",
"user": "이준호"
}
← response HTTP 200
{
"route": "자동 답변",
"answer": "VPN 접속 오류는 VPN 클라이언트를 최신 버전으로 업데이트하고, 인증서 만료 여부를 확인한 뒤 다시 접속하시기 바랍니다. 현재 접수된 관련 티켓이 없어 추가 지원이 필요하면 담당자가 도와드리겠습니다.",
"sources": [
"FAQ-003"
],
"llm_calls": 1,
"usage": {
"prompt_tokens": 165,
"completion_tokens": 55,
"by_step": {
"answer": {
"model": "gpt-4.1-mini",
"prompt_tokens": 165,
"completion_tokens": 55,
"cost_usd": 0.000154
}
}
},
"cost_usd": 0.000154,
"trimmed": false,
"question_chars": 24,
"recorded": true
}
✘ 한도를 넘으면 · 접수 원문 · 1.2s · 자동 답변 · 1 call · $0.000115 · route = 자동 답변 (expected 한도 초과); cost_usd = 0.0001152 (expected 0)
→ request POST /webhook/my-cost
{
"question": "T-1002 처리 상태 알려 주세요",
"user": "박서연"
}
← response HTTP 200
{
"route": "자동 답변",
"answer": "T-1002 티켓은 현재 처리 중이며, 인증서 발급 승인 대기 중입니다. 10월 20일에 완료될 예정입니다.",
"sources": [],
"llm_calls": 1,
"usage": {
"prompt_tokens": 152,
"completion_tokens": 34,
"by_step": {
"answer": {
"model": "gpt-4.1-mini",
"prompt_tokens": 152,
"completion_tokens": 34,
"cost_usd": 0.0001152
}
}
},
"cost_usd": 0.0001152,
"trimmed": false,
"question_chars": 19,
"recorded": true
}
✔ before: POST http://localhost:8800/budget/reset · HTTP 200 · 0.0s · {"daily_usd": 1.0, "user_limit_per_min": 20, "max_question_chars": 500, "used_usd": 0.0022692, "remaining_usd": 0.997730
→ request POST http://localhost:8800/budget/reset
{}
← response HTTP 200
{
"daily_usd": 1.0,
"user_limit_per_min": 20,
"max_question_chars": 500,
"used_usd": 0.0022692,
"remaining_usd": 0.9977308,
"over": false
}
✔ before: POST http://localhost:8800/usage-clear · HTTP 200 · 0.0s · {"cleared": 3}
→ request POST http://localhost:8800/usage-clear
{}
← response HTTP 200
{
"cleared": 3
}
✔ 한도 안이면 평소대로 · 1.4s · 자동 답변 · 1 call · $0.000141
→ request POST /webhook/my-cost
{
"question": "VPN 접속이 자꾸 끊겨요. 어떻게 하나요?",
"user": "이준호"
}
← response HTTP 200
{
"route": "자동 답변",
"answer": "VPN 접속 오류는 VPN 클라이언트를 최신 버전으로 업데이트하고, 인증서 만료 여부를 확인한 뒤 다시 접속하시기 바랍니다. 추가 도움이 필요하시면 담당 직원이 도와드리겠습니다.",
"sources": [
"FAQ-003"
],
"llm_calls": 1,
"usage": {
"prompt_tokens": 165,
"completion_tokens": 47,
"by_step": {
"answer": {
"model": "gpt-4.1-mini",
"prompt_tokens": 165,
"completion_tokens": 47,
"cost_usd": 0.0001412
}
}
},
"cost_usd": 0.0001412,
"trimmed": false,
"question_chars": 24,
"recorded": true
}
Passed 1/3
report: runs/lab03-20261028-210707.json
✔ after: POST http://localhost:8800/budget/reset · HTTP 200 · 0.0s · {"daily_usd": 1.0, "user_limit_per_min": 20, "max_question_chars": 500, "used_usd": 0.0001412, "remaining_usd": 0.999858
→ request POST http://localhost:8800/budget/reset
{}
← response HTTP 200
{
"daily_usd": 1.0,
"user_limit_per_min": 20,
"max_question_chars": 500,
"used_usd": 0.0001412,
"remaining_usd": 0.9998588,
"over": false
}
✔ after: POST http://localhost:8800/usage-clear · HTTP 200 · 0.0s · {"cleared": 1}
→ request POST http://localhost:8800/usage-clear
{}
← response HTTP 200
{
"cleared": 1
}