# Run log — 20260506_074046

- Started: `2026-05-06T07:40:46+00:00`
- Total duration: **4,065.40 s**
- LLM calls: 60
- Tokens — in: 1,695,530 · out: 413,314 · total: **2,108,844**

## Project
- **run_id**: 20260506_074046
- **project_root**: /home/ubuntu/dpg/runs/outputs/library_management_system_20260506_074046
- **project_slug**: library_management_system_20260506_074046
- **system_name**: Library Management System
- **endpoints**: 104
- **page_count**: 23

## Steps

| # | Step | Status | Duration | LLM calls | In tok | Out tok | Total tok | Models |
|---|------|--------|----------|-----------|--------|---------|-----------|--------|
| 1 | `step-01-input-ingestion` | ok | 0.00 s | 0 | 0 | 0 | 0 | — |
| 2 | `step-02-prd-generation` | ok | 169.96 s | 2 | 1,927 | 12,972 | 14,899 | claude-sonnet-4-5 |
| 3 | `step-03-backend-generation` | ok | 858.90 s | 11 | 203,438 | 90,422 | 293,860 | claude-sonnet-4-5 |
| 4 | `step-04-ir-generation` | ok | 1,986.99 s | 24 | 674,992 | 202,537 | 877,529 | claude-opus-4-6-v1 |
| 5 | `step-05-react-generation` | ok | 1,049.55 s | 23 | 815,173 | 107,383 | 922,556 | claude-sonnet-4-5 |

### `step-02-prd-generation` — LLM calls

| Model | Label | Duration | In tok | Out tok | Total |
|-------|-------|----------|--------|---------|-------|
| claude-sonnet-4-5 | backend_gen | 144.42 s | 241 | 10,202 | 10,443 |
| claude-sonnet-4-5 | backend_gen | 25.41 s | 1,686 | 2,770 | 4,456 |

### `step-03-backend-generation` — LLM calls

| Model | Label | Duration | In tok | Out tok | Total |
|-------|-------|----------|--------|---------|-------|
| claude-sonnet-4-5 | backend_gen | 112.75 s | 14,437 | 10,619 | 25,056 |
| claude-sonnet-4-5 | backend_gen | 13.10 s | 19,668 | 869 | 20,537 |
| claude-sonnet-4-5 | backend_gen | 116.64 s | 20,344 | 14,665 | 35,009 |
| claude-sonnet-4-5 | backend_gen | 29.12 s | 20,330 | 3,007 | 23,337 |
| claude-sonnet-4-5 | backend_gen | 137.78 s | 20,385 | 17,468 | 37,853 |
| claude-sonnet-4-5 | backend_gen | 70.59 s | 20,300 | 7,396 | 27,696 |
| claude-sonnet-4-5 | backend_gen | 46.73 s | 20,300 | 5,035 | 25,335 |
| claude-sonnet-4-5 | backend_gen | 84.40 s | 20,313 | 9,783 | 30,096 |
| claude-sonnet-4-5 | backend_gen | 58.40 s | 20,324 | 6,965 | 27,289 |
| claude-sonnet-4-5 | backend_gen | 149.14 s | 13,604 | 11,622 | 25,226 |
| claude-sonnet-4-5 | backend_gen | 40.09 s | 13,433 | 2,993 | 16,426 |

### `step-04-ir-generation` — LLM calls

| Model | Label | Duration | In tok | Out tok | Total |
|-------|-------|----------|--------|---------|-------|
| claude-opus-4-6-v1 | Page detection | 100.66 s | 12,983 | 5,639 | 18,622 |
| claude-opus-4-6-v1 | IR generation (page) · page=public_catalog | 94.32 s | 28,824 | 9,659 | 38,483 |
| claude-opus-4-6-v1 | IR generation (page) · page=login | 57.90 s | 28,731 | 6,134 | 34,865 |
| claude-opus-4-6-v1 | IR generation (page) · page=register | 63.00 s | 28,742 | 6,409 | 35,151 |
| claude-opus-4-6-v1 | IR generation (page) · page=book_detail | 77.07 s | 28,804 | 7,456 | 36,260 |
| claude-opus-4-6-v1 | IR generation (page) · page=author_books | 50.26 s | 28,694 | 4,744 | 33,438 |
| claude-opus-4-6-v1 | IR generation (page) · page=member_dashboard | 82.25 s | 28,892 | 8,283 | 37,175 |
| claude-opus-4-6-v1 | IR generation (page) · page=member_history | 52.87 s | 28,760 | 5,047 | 33,807 |
| claude-opus-4-6-v1 | IR generation (page) · page=member_profile | 77.50 s | 28,731 | 8,187 | 36,918 |
| claude-opus-4-6-v1 | IR generation (page) · page=librarian_dashboard | 112.62 s | 28,906 | 12,408 | 41,314 |
| claude-opus-4-6-v1 | IR generation (page) · page=book_management | 140.52 s | 28,863 | 15,923 | 44,786 |
| claude-opus-4-6-v1 | IR generation (page) · page=author_management | 64.55 s | 28,727 | 6,579 | 35,306 |
| claude-opus-4-6-v1 | IR generation (page) · page=category_management | 58.60 s | 28,725 | 5,707 | 34,432 |
| claude-opus-4-6-v1 | IR generation (page) · page=member_management | 89.69 s | 28,790 | 9,850 | 38,640 |
| claude-opus-4-6-v1 | IR generation (page) · page=circulation_manage | 80.34 s | 28,807 | 8,094 | 36,901 |
| claude-opus-4-6-v1 | IR generation (page) · page=reservations_manage | 75.87 s | 28,766 | 7,984 | 36,750 |
| claude-opus-4-6-v1 | IR generation (page) · page=fines_management | 97.59 s | 28,846 | 10,377 | 39,223 |
| claude-opus-4-6-v1 | IR generation (page) · page=reports | 126.14 s | 28,818 | 13,973 | 42,791 |
| claude-opus-4-6-v1 | IR generation (page) · page=admin_dashboard | 81.55 s | 28,754 | 8,641 | 37,395 |
| claude-opus-4-6-v1 | IR generation (page) · page=user_management | 106.80 s | 28,781 | 11,743 | 40,524 |
| claude-opus-4-6-v1 | IR generation (page) · page=system_config | 104.94 s | 28,772 | 11,990 | 40,762 |
| claude-opus-4-6-v1 | IR generation (page) · page=branch_management | 69.31 s | 28,754 | 7,078 | 35,832 |
| claude-opus-4-6-v1 | IR generation (page) · page=audit_logs | 62.62 s | 28,769 | 5,466 | 34,235 |
| claude-opus-4-6-v1 | IR generation (page) · page=notifications | 54.12 s | 28,753 | 5,166 | 33,919 |

### `step-05-react-generation` — LLM calls

| Model | Label | Duration | In tok | Out tok | Total |
|-------|-------|----------|--------|---------|-------|
| claude-sonnet-4-5 | React generation (page) · page=public_catalog | 55.18 s | 38,600 | 5,358 | 43,958 |
| claude-sonnet-4-5 | React generation (page) · page=login | 27.19 s | 30,322 | 2,673 | 32,995 |
| claude-sonnet-4-5 | React generation (page) · page=register | 30.82 s | 33,165 | 2,912 | 36,077 |
| claude-sonnet-4-5 | React generation (page) · page=book_detail | 49.37 s | 32,861 | 5,050 | 37,911 |
| claude-sonnet-4-5 | React generation (page) · page=author_books | 23.79 s | 27,997 | 2,007 | 30,004 |
| claude-sonnet-4-5 | React generation (page) · page=member_dashboard | 49.61 s | 33,904 | 5,153 | 39,057 |
| claude-sonnet-4-5 | React generation (page) · page=member_history | 34.99 s | 26,693 | 3,615 | 30,308 |
| claude-sonnet-4-5 | React generation (page) · page=member_profile | 38.72 s | 36,489 | 3,696 | 40,185 |
| claude-sonnet-4-5 | React generation (page) · page=librarian_dashboard | 59.17 s | 42,821 | 6,070 | 48,891 |
| claude-sonnet-4-5 | React generation (page) · page=book_management | 76.27 s | 50,431 | 8,514 | 58,945 |
| claude-sonnet-4-5 | React generation (page) · page=author_management | 30.40 s | 30,934 | 3,065 | 33,999 |
| claude-sonnet-4-5 | React generation (page) · page=category_management | 29.05 s | 29,171 | 2,852 | 32,023 |
| claude-sonnet-4-5 | React generation (page) · page=member_management | 64.89 s | 35,830 | 7,024 | 42,854 |
| claude-sonnet-4-5 | React generation (page) · page=circulation_manage | 45.65 s | 32,945 | 4,731 | 37,676 |
| claude-sonnet-4-5 | React generation (page) · page=reservations_manage | 47.51 s | 33,647 | 4,939 | 38,586 |
| claude-sonnet-4-5 | React generation (page) · page=fines_management | 59.87 s | 38,442 | 6,455 | 44,897 |
| claude-sonnet-4-5 | React generation (page) · page=reports | 63.63 s | 48,262 | 6,913 | 55,175 |
| claude-sonnet-4-5 | React generation (page) · page=admin_dashboard | 44.13 s | 35,870 | 4,304 | 40,174 |
| claude-sonnet-4-5 | React generation (page) · page=user_management | 57.48 s | 42,872 | 6,175 | 49,047 |
| claude-sonnet-4-5 | React generation (page) · page=system_config | 52.34 s | 44,981 | 5,449 | 50,430 |
| claude-sonnet-4-5 | React generation (page) · page=branch_management | 37.25 s | 32,408 | 3,931 | 36,339 |
| claude-sonnet-4-5 | React generation (page) · page=audit_logs | 36.65 s | 28,175 | 3,865 | 32,040 |
| claude-sonnet-4-5 | React generation (page) · page=notifications | 29.78 s | 28,353 | 2,632 | 30,985 |