Experiment 1 — Final Results (6 languages) · language=java, model=opus, tooling=beads

Run	Rep	Status	code_quality	cost ($)	duration (s)	tokens	Files	LOC
58	rep 1	completed	1.000	$0.4674	125.2s	291,090	4	275
52	rep 2	completed	1.000	$0.5062	165.3s	323,893	6	197
55	rep 3	completed	1.000	$0.6840	158.4s	360,353	4	288

Run

Rep

Status

code_quality

cost ($)

duration (s)

tokens

Files

LOC

rep 1

completed

1.000

$0.4674

125.2s

291,090

275

rep 2

completed

1.000

$0.5062

165.3s

323,893

197

rep 3

completed

1.000

$0.6840

158.4s

360,353

288

Code review

Per-replicate file listing extracted from the archived workspace. For semantic analysis (architecture, interfaces, control flow), invoke the run-summary skill via retort evaluate <run_dir>.

rep 1 — 4 file(s), 275 loc (1 test file(s), 100 test loc)

src/main/java/com/example/App.java (58 loc)

class App, method main, method start, method routes, method parseId, method validate

src/main/java/com/example/Book.java (16 loc)

class Book

src/main/java/com/example/BookDao.java (101 loc)

class BookDao, method conn, method init, method create, method list, method get, method update, method delete, method map

src/test/java/com/example/BookApiTest.java (100 loc, test)

class BookApiTest

rep 2 — 6 file(s), 197 loc (1 test file(s), 78 test loc)

src/main/java/com/example/books/Book.java (33 loc)

class Book, method getId, method setId, method getTitle, method setTitle, method getAuthor, method setAuthor, method getYear, method setYear, method getIsbn, method setIsbn

src/main/java/com/example/books/BookController.java (54 loc)

class BookController, method create, method list, method get, method update, method delete

src/main/java/com/example/books/BookRepository.java (6 loc)

interface BookRepository

src/main/java/com/example/books/BooksApplication.java (9 loc)

class BooksApplication, method main

src/main/java/com/example/books/ValidationExceptionHandler.java (17 loc)

class ValidationExceptionHandler

src/test/java/com/example/books/BookControllerTest.java (78 loc, test)

class BookControllerTest

rep 3 — 4 file(s), 288 loc (1 test file(s), 92 test loc)

src/main/java/com/example/books/App.java (77 loc)

class App, method create, method parseId, method validate, method main

src/main/java/com/example/books/Book.java (16 loc)

class Book

src/main/java/com/example/books/BookRepository.java (103 loc)

class BookRepository, method conn, method init, method create, method findAll, method findById, method update, method delete, method map

src/test/java/com/example/books/BooksApiTest.java (92 loc, test)

class BooksApiTest, method send

Stack signature (sorted JSON): {"language": "java", "model": "opus", "tooling": "beads"}

language=java, model=opus, tooling=beads

Runs

Code review