75일차 답 추가: 실습 정답 문서 · VIBE-A · 정답 워크플로우와 25단계 실행 기록 · tcost
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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$ uv run tools/flow.py push answers/75-lab03-challenge-report.json
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✔ pushed '75 Cost report (answer)' (id w1f9c668c0305daf)
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POST http://localhost:5678/webhook/my-cost-report
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$ uv run tools/flow.py test cases/lab03-challenge.json -v
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✔ before: POST http://localhost:8800/usage-clear · HTTP 200 · 0.0s · {"cleared": 0}
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→ request POST http://localhost:8800/usage-clear
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{}
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← response HTTP 200
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{
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"cleared": 0
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}
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✔ 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, "remaining_usd": 1.0, "over": fal
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→ request POST http://localhost:8800/budget/reset
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{}
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← response HTTP 200
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{
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"daily_usd": 1.0,
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"user_limit_per_min": 20,
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"max_question_chars": 500,
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"used_usd": 0,
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"remaining_usd": 1.0,
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"over": false
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}
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✔ before: POST http://localhost:8800/usage · HTTP 200 · 0.0s · {"stored": 4, "total": 4}
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→ request POST http://localhost:8800/usage
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{
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"items": [
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{
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"request_id": "r1",
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"user": "이준호",
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"step": "answer",
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"model": "gpt-4.1-mini",
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"prompt_tokens": 1000,
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"completion_tokens": 100,
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"cost_usd": 0.00056,
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"route": "자동 답변"
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},
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{
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"request_id": "r1",
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"user": "이준호",
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"step": "classify",
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"model": "gpt-5.4-nano",
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"prompt_tokens": 100,
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"completion_tokens": 20,
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"cost_usd": 4.5e-05,
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"route": "자동 답변"
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},
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{
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"request_id": "r2",
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"user": "박서연",
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"step": "answer",
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"model": "gpt-4.1-mini",
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"prompt_tokens": 2000,
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"completion_tokens": 200,
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"cost_usd": 0.00112,
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"route": "자동 답변"
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},
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{
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"request_id": "r3",
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"user": "이준호",
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"step": "answer",
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"model": "gpt-4.1-mini",
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"prompt_tokens": 500,
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"completion_tokens": 40,
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"cost_usd": 0.000264,
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"route": "자동 답변"
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}
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]
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}
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← response HTTP 200
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{
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"stored": 4,
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"total": 4
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}
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POST http://localhost:5678/webhook/my-cost-report · 5 case(s) × 1
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✔ 요약 숫자 · 0.8s · $0.001989
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→ request POST /webhook/my-cost-report
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{
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"requests_per_day": 100,
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"workdays": 22
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}
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← response HTTP 200
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{
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"requests": 3,
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"calls": 4,
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"cost_usd": 0.001989,
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"avg_usd": 0.000663,
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"by_model": {
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"gpt-4.1-mini": 0.001944,
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"gpt-5.4-nano": 4.5e-05
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},
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"top_user": "박서연",
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"projected_month_usd": 1.4586,
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"daily_budget_usd": 1,
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"remaining_usd": 0.998011,
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"over_budget": false
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}
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✔ 모델별 · 한 달 예상 · 0.0s · $0.001989
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→ request POST /webhook/my-cost-report
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{
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"requests_per_day": 100,
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"workdays": 22
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}
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← response HTTP 200
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{
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"requests": 3,
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"calls": 4,
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"cost_usd": 0.001989,
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"avg_usd": 0.000663,
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"by_model": {
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"gpt-4.1-mini": 0.001944,
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"gpt-5.4-nano": 4.5e-05
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},
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"top_user": "박서연",
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"projected_month_usd": 1.4586,
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"daily_budget_usd": 1,
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"remaining_usd": 0.998011,
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"over_budget": false
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}
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✔ 작은 모델 몫 · 0.1s · $0.001989
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→ request POST /webhook/my-cost-report
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{}
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← response HTTP 200
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{
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"requests": 3,
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"calls": 4,
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"cost_usd": 0.001989,
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"avg_usd": 0.000663,
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"by_model": {
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"gpt-4.1-mini": 0.001944,
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"gpt-5.4-nano": 4.5e-05
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},
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"top_user": "박서연",
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"projected_month_usd": 0.043758,
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"daily_budget_usd": 1,
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"remaining_usd": 0.998011,
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"over_budget": false
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}
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✔ 예산 남은 금액 · 0.0s · $0.001989
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→ request POST /webhook/my-cost-report
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{}
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← response HTTP 200
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{
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"requests": 3,
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"calls": 4,
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"cost_usd": 0.001989,
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"avg_usd": 0.000663,
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"by_model": {
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"gpt-4.1-mini": 0.001944,
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"gpt-5.4-nano": 4.5e-05
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},
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"top_user": "박서연",
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"projected_month_usd": 0.043758,
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"daily_budget_usd": 1,
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"remaining_usd": 0.998011,
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"over_budget": false
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}
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✔ 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": 0.001989, "remaining_usd": -0.0009
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→ request POST http://localhost:8800/budget
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{
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"daily_usd": 0.001
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}
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← response HTTP 200
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{
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"daily_usd": 0.001,
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"user_limit_per_min": 20,
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"max_question_chars": 500,
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"used_usd": 0.001989,
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"remaining_usd": -0.000989,
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"over": true
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}
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✔ 예산을 넘으면 · 0.1s · $0.001989
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→ request POST /webhook/my-cost-report
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{}
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← response HTTP 200
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{
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"requests": 3,
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"calls": 4,
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"cost_usd": 0.001989,
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"avg_usd": 0.000663,
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"by_model": {
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"gpt-4.1-mini": 0.001944,
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"gpt-5.4-nano": 4.5e-05
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},
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"top_user": "박서연",
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"projected_month_usd": 0.043758,
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"daily_budget_usd": 0.001,
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"remaining_usd": -0.000989,
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"over_budget": true
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}
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Passed 5/5
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report: runs/lab03-challenge-20261028-211208.json
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✔ 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": 0.001989, "remaining_usd": 0.998011,
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→ request POST http://localhost:8800/budget/reset
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{}
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← response HTTP 200
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{
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"daily_usd": 1.0,
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"user_limit_per_min": 20,
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"max_question_chars": 500,
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"used_usd": 0.001989,
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"remaining_usd": 0.998011,
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"over": false
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}
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✔ after: POST http://localhost:8800/usage-clear · HTTP 200 · 0.0s · {"cleared": 4}
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→ request POST http://localhost:8800/usage-clear
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{}
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← response HTTP 200
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{
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"cleared": 4
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}
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$ uv run tools/flow.py test cases/lab02-challenge.json
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POST http://localhost:5678/webhook/my-cost · 7 case(s) × 1
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✔ faq-vpn · LLM 한 번 · $0.0002 이하 · 1.3s · 자동 답변 · 1 call · $0.000141
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✔ faq-password · LLM 한 번 · $0.0002 이하 · 1.5s · 자동 답변 · 1 call · $0.000136
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✔ faq-printer · LLM 한 번 · $0.0002 이하 · 1.4s · 자동 답변 · 1 call · $0.000150
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✔ faq-mail · LLM 한 번 · $0.0002 이하 · 1.7s · 자동 답변 · 1 call · $0.000140
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✔ ticket-own · LLM 한 번 · $0.0002 이하 · 1.2s · 자동 답변 · 1 call · $0.000115
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✔ ticket-done · LLM 한 번 · $0.0002 이하 · 1.0s · 자동 답변 · 1 call · $0.000108
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✔ 규칙으로 모르는 질문은 분류 + 답 · 1.7s · 자동 답변 · 2 calls · $0.000097
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Passed 7/7
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report: runs/lab02-challenge-20261028-211218.json
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$ uv run tools/flow.py call my-cost-report '{"requests_per_day": 1000}'
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HTTP 200 · 0.1s
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{
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"requests": 7,
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"calls": 8,
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"cost_usd": 0.000889,
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"avg_usd": 0.000127,
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"by_model": {
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"gpt-4.1-mini": 0.000864,
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"gpt-5.4-nano": 2.5e-05
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},
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"top_user": "이준호",
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"projected_month_usd": 2.795257,
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"daily_budget_usd": 1,
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"remaining_usd": 0.999111,
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"over_budget": false
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}
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