AI Slop Code RIsk Monitor

ashishps1/awesome-low-level-design

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5.4 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for ashishps1/awesome-low-level-design, a Java project with 27,335 GitHub stars. SynthScan examined 110,168 lines of code across 3228 source files, recording 438 pattern matches distributed across 14 syntactic categories. The legacy adjusted pattern signal is 5.4 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.4
Adjusted Signal
5.4
Raw Pattern Score
100%
Time Factor
2026-08-19
Last Push
27.3K
Stars
Java
Language
110.2K
Lines of Code
3.2K
Files
438
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 11.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 143 finding(s).

Hallucinated Dependency & Supply Chain Risk 10.0/100 · LOW

Are imports declared and package/API names verified? 232 finding(s).

Agent Over-Engineering Ratio 4.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 74 finding(s).

PR Review Velocity Impact 20.4/100 · LOW

Which changes need focused human review? 438 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 2MEDIUM 28LOW 408

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 438 distinct pattern matches across 14 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Unused Imports160 hits · 160 pts
SeverityFileLineSnippetContext
LOWsolutions/python/coffeevendingmachine/states.py6CODE
LOWsolutions/python/coffeevendingmachine/states.py7CODE
LOWsolutions/python/elevatorsystem/elevator_system_demo.py8CODE
LOW…ions/python/movieticketbookingsystem/movie_observer.py7CODE
LOW…ertbookingsystem/concert_ticket_booking_system_demo.py1CODE
LOWsolutions/python/airlinemanagementsystem/flight.py1CODE
LOW…n/airlinemanagementsystem/airline_management_system.py1CODE
LOW…n/airlinemanagementsystem/airline_management_system.py2CODE
LOWsolutions/python/onlinestockbrokeragesystem/user.py5CODE
LOWsolutions/python/onlinestockbrokeragesystem/order.py8CODE
LOW…ython/onlinestockbrokeragesystem/execution_strategy.py6CODE
LOW…ns/python/onlinestockbrokeragesystem/stock_observer.py5CODE
LOW…ions/python/onlinestockbrokeragesystem/order_states.py6CODE
LOW…lutions/python/librarymanagementsystem/library_item.py4CODE
LOWsolutions/python/librarymanagementsystem/item_states.py6CODE
LOWsolutions/python/librarymanagementsystem/item_states.py7CODE
LOW…/python/librarymanagementsystem/transaction_service.py5CODE
LOW…/python/librarymanagementsystem/transaction_service.py6CODE
LOWsolutions/python/librarymanagementsystem/member.py2CODE
LOWsolutions/python/librarymanagementsystem/member.py6CODE
LOWsolutions/python/librarymanagementsystem/member.py7CODE
LOWsolutions/python/librarymanagementsystem/loan.py5CODE
LOWsolutions/python/librarymanagementsystem/loan.py6CODE
LOWsolutions/python/librarymanagementsystem/book_copy.py5CODE
LOWsolutions/python/librarymanagementsystem/book_copy.py6CODE
LOWsolutions/python/librarymanagementsystem/book_copy.py7CODE
LOWsolutions/python/musicstreamingservice/observer.py6CODE
LOWsolutions/python/musicstreamingservice/observer.py7CODE
LOWsolutions/python/musicstreamingservice/playable.py6CODE
LOW…ions/python/musicstreamingservice/playback_strategy.py4CODE
LOW…ions/python/musicstreamingservice/playback_strategy.py8CODE
LOWsolutions/python/musicstreamingservice/artist.py1CODE
LOWsolutions/python/musicstreamingservice/player_states.py6CODE
LOWsolutions/python/loggingframework/log_manager.py3CODE
LOWsolutions/python/loggingframework/log_manager.py4CODE
LOWsolutions/python/loggingframework/log_manager.py6CODE
LOWsolutions/python/loggingframework/log_manager.py7CODE
LOWsolutions/python/loggingframework/log_manager.py7CODE
LOWsolutions/python/taskmanagementsystem/task_observer.py5CODE
LOWsolutions/python/taskmanagementsystem/task_state.py6CODE
LOWsolutions/python/atm/atm_state.py6CODE
LOWsolutions/python/ridesharingservice/user.py7CODE
LOWsolutions/python/ridesharingservice/trip.py11CODE
LOWsolutions/python/ridesharingservice/rider.py5CODE
LOWsolutions/python/ridesharingservice/trip_states.py6CODE
LOWsolutions/python/ridesharingservice/trip_states.py7CODE
LOWsolutions/python/ridesharingservice/driver.py4CODE
LOWsolutions/python/ridesharingservice/driver.py9CODE
LOWsolutions/python/ridesharingservice/trip_observer.py5CODE
LOWsolutions/python/restaurantmanagementsystem/bill.py2CODE
LOW…ns/python/restaurantmanagementsystem/order_observer.py5CODE
LOWsolutions/python/restaurantmanagementsystem/staff.py2CODE
LOWsolutions/python/restaurantmanagementsystem/staff.py3CODE
LOWsolutions/python/restaurantmanagementsystem/staff.py4CODE
LOWsolutions/python/restaurantmanagementsystem/command.py2CODE
LOW…python/restaurantmanagementsystem/order_item_states.py5CODE
LOW…utions/python/restaurantmanagementsystem/restaurant.py3CODE
LOW…utions/python/restaurantmanagementsystem/order_item.py8CODE
LOWsolutions/python/fooddeliveryservice/user.py6CODE
LOWsolutions/python/fooddeliveryservice/order_observer.py5CODE
100 more matches not shown…
Structural Annotation Overuse42 hits · 92 pts
SeverityFileLineSnippetContext
LOWoop/rust/abstraction/README.md61#### Step 1: Define the Abstraction (The Interface)COMMENT
LOWoop/rust/abstraction/README.md72#### Step 2: Implement the Hidden LogicCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py16 # Step 1: Get latest codeCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py19 # Step 2: Build the projectCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py24 # Step 3: Run testsCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py33 # Step 4: Deploy to serverCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py16 # Step 1: Get latest codeCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py19 # Step 2: Build the projectCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py24 # Step 3: Run testsCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py33 # Step 4: Deploy to serverCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go28 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go31 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go38 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go48 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go61 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go64 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go71 // Step 3: Skip extensive tests for hotfixCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go74 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java15 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java18 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java25 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java35 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java53 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java56 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java63 // Step 3: For a hotfix, we might skip extensive tests or run a specific "smoke test" suite.COMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java67 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp15 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp18 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp25 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp35 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp52 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp55 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp62 // Step 3: For a hotfix, we skip extensive testsCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp65 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs27 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs30 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs38 // Step 3: Run testsCOMMENT
LOWdesign-patterns/csharp/facade/DeploymentFacade.cs50 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs71 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs74 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs82 // Step 3: For a hotfix, we might skip extensive tests or run a specific "smoke test" suite.COMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs85 // Step 4: Deploy to productionCOMMENT
Verbosity Indicators40 hits · 89 pts
SeverityFileLineSnippetContext
LOW⚡design-patterns/python/facade/deployment_app_direct.py16 # Step 1: Get latest codeCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py19 # Step 2: Build the projectCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py24 # Step 3: Run testsCOMMENT
LOW⚡design-patterns/python/facade/deployment_app_direct.py33 # Step 4: Deploy to serverCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py16 # Step 1: Get latest codeCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py19 # Step 2: Build the projectCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py24 # Step 3: Run testsCOMMENT
LOW⚡design-patterns/python/facade/deployment_facade.py33 # Step 4: Deploy to serverCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go28 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go31 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go38 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go48 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go61 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go64 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go71 // Step 3: Skip extensive tests for hotfixCOMMENT
LOW⚡design-patterns/golang/facade/deployment_facade.go74 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java15 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java18 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java25 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java35 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java53 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java56 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java63 // Step 3: For a hotfix, we might skip extensive tests or run a specific "smoke test" suite.COMMENT
LOW⚡design-patterns/java/facade/DeploymentFacade.java67 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp15 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp18 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp25 // Step 3: Run testsCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp35 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp52 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp55 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp62 // Step 3: For a hotfix, we skip extensive testsCOMMENT
LOW⚡design-patterns/cpp/facade/deployment_facade.cpp65 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs27 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs30 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs38 // Step 3: Run testsCOMMENT
LOWdesign-patterns/csharp/facade/DeploymentFacade.cs50 // Step 4: Deploy to productionCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs71 // Step 1: Pull latest codeCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs74 // Step 2: Build the projectCOMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs82 // Step 3: For a hotfix, we might skip extensive tests or run a specific "smoke test" suite.COMMENT
LOW⚡design-patterns/csharp/facade/DeploymentFacade.cs85 // Step 4: Deploy to productionCOMMENT
Fake / Example Data72 hits · 72 pts
SeverityFileLineSnippetContext
LOW…ertbookingsystem/concert_ticket_booking_system_demo.py24 user1 = User("U001", "John Doe", "john@example.com")CODE
LOW…linemanagementsystem/airline_management_system_demo.py15 passenger1 = Passenger("U001", "John Doe", "john@example.com", "1234567890")CODE
LOW…python/hotelmanagement/hotel_management_system_demo.py13 guest1 = Guest("G001", "John Doe", "john@example.com", "1234567890")CODE
LOW…on/taskmanagementsystem/task_management_system_demo.py13 user1 = task_management_system.create_user("John Doe", "john@example.com")CODE
LOW…n/courseregistrationsystem/course_registration_demo.py11 course1 = Course("CS101", "Introduction to Programming", "John Doe", 50, 0)CODE
LOW…s/python/onlineshoppingservice/online_shopping_demo.py29 alice_address = Address("123 Main St", "Anytown", "CA", "12345")CODE
LOW…ons/python/digitalwalletservice/digital_wallet_demo.py15 user1 = User("U001", "John Doe", "john@example.com", "password123")CODE
LOW…tions/python/carrentalsystem/car_rental_system_demo.py18 customer1 = Customer("John Doe", "john@example.com", "DL1234")CODE
LOW…icketbookingsystem/movie_ticket_booking_system_demo.go45 user := NewUser("U1", "John Doe", "john@example.com")CODE
LOW…/golang/hotelmanagementsystem/hotel_management_demo.go12 guest1 := NewGuest("G001", "John Doe", "john@example.com", "1234567890")CODE
LOW…linemanagementsystem/airline_management_system_demo.go24 "John Doe",CODE
LOW…golang/onlinestockbrokeragesystem/stock_broker_demo.go9 user := NewUser("U001", "John Doe", "john@example.com")CODE
LOW…rarymanagementsystem/library_management_system_demo.go20 member1 := NewMember("M1", "John Doe", "john@example.com")CODE
LOW…ng/taskmanagementsystem/task_management_system_demo.go12 user1 := NewUser("1", "John Doe", "john@example.com")CODE
LOW…golang/ridesharingservice/ride_sharing_service_demo.go9 passenger1 := &Passenger{ID: 1, Name: "John Doe", Contact: "1234567890", Location: &Location{Latitude: 37.7749, LongituCODE
LOW…certticketbookingsystem/concert_booking_system_demo.go23 user1 := NewUser("U001", "John Doe", "john@example.com")CODE
LOW…staurantmanagementsystem/restaurant_management_demo.go24 reservation := NewReservation(1, "John Doe", "1234567890", 4, time.Now())CODE
LOW…lang/fooddeliveryservice/food_delivery_service_demo.go11 customer1 := NewCustomer("C001", "John Doe", "john@example.com", "1234567890")CODE
LOW…ialnetworkingservice/social_networking_service_demo.go12 user1 := NewUser("1", "John Doe", "john@example.com", "password", "profile1.jpg", "I love coding!")CODE
LOW…eregistrationsystem/course_registration_system_demo.go11 course1 := NewCourse("CS101", "Introduction to Programming", "John Doe", 50)CODE
LOWsolutions/golang/onlineauctionsystem/main.go12 user1 := NewUser("1", "John Doe", "john@example.com")CODE
LOW…/onlineshoppingservice/online_shopping_service_demo.go10 user1 := NewUser("U001", "John Doe", "john@example.com", "password123")CODE
LOW…ons/golang/digitalwalletservice/digital_wallet_demo.go12 user1 := NewUser("U001", "John Doe", "john@example.com", "password123")CODE
LOWsolutions/golang/linkedin/linkedin_service_demo.go11 user1 := NewUser("1", "John Doe", "john@example.com", "password")CODE
LOW…tions/golang/carrentalsystem/car_rental_system_demo.go17 customer := NewCustomer("John Doe", "john@example.com", "DL1234")CODE
LOW…escript/src/TaskManagement/TaskManagementSystemDemo.ts12 "John Doe",CODE
LOWsolutions/java/src/movieticketbookingsystem/README.md96User user = new User("John Doe", "john@example.com");CODE
LOW…ava/src/hotelmanagementsystem/HotelManagementDemo.java34 Guest guest1 = new Guest("G123", "John Doe", "john.doe@example.com");CODE
LOWsolutions/java/src/hotelmanagementsystem/README.md95Guest guest = new Guest("John Doe", "john@example.com", "1234567890");CODE
LOW…rlinemanagementsystem/AirlineManagementSystemDemo.java17 Passenger passenger1 = airlineManagementSystem.addPassenger("John Doe", "john@example.com");CODE
LOWsolutions/java/src/onlinestockbrokeragesystem/README.md111User user = new User("John Doe", "john@example.com");CODE
LOW…src/taskmanagementsystem/TaskManagementSystemDemo.java18 User user1 = taskManagementSystem.createUser("John Doe", "john@example.com");CODE
LOW…icketbookingsystem/ConcertTicketBookingSystemDemo.java23 User user1 = new User("U001", "John Doe", "john@example.com");CODE
LOWsolutions/java/src/concertticketbookingsystem/README.md73User user = new User("John Doe", "john@example.com");CODE
LOW…ntmanagementsystem/RestaurantManagementSystemDemo.java37 Reservation reservation = restaurantManagementSystem.makeReservation("John Doe", "1234567890", 4, new Timestamp(CODE
LOW…java/src/onlineshoppingservice/OnlineShoppingDemo.java28 Address aliceAddress = new Address("123 Main St", "Anytown", "CA", "12345");CODE
LOWsolutions/java/src/votingsystem/VotingSystemDemo.java10 votingSystem.registerCandidate("C1", "John Doe", "Party A");CODE
LOW…s/java/src/digitalwalletservice/DigitalWalletDemo.java11 User user1 = new User("U001", "John Doe", "john@example.com", "password123");CODE
LOWsolutions/java/src/digitalwalletservice/README.md85User user = new User("John Doe", "john@example.com", "1234567890");CODE
LOWsolutions/java/src/digitalwalletservice/README.md98User recipient = new User("Jane Doe", "jane@example.com", "9876543210");CODE
LOW…ions/java/src/carrentalsystem/CarRentalSystemDemo.java16 Customer customer1 = new Customer("John Doe", "john@example.com", "DL1234");CODE
LOWsolutions/cpp/movieticketbookingsystem/BookingDemo.cpp41 Booking* booking = system.createBooking("S001", "John Doe", "+1-555-0123", seats);CODE
LOWsolutions/cpp/hotelmanagementsystem/HotelDemo.cpp17 Guest* guest1 = new Guest("G001", "John Doe", "john@example.com",CODE
LOWsolutions/cpp/hotelmanagementsystem/HotelDemo.cpp18 "+1-555-0123", "123 Main St");CODE
LOW…irlinemanagementsystem/AirlineManagementSystemDemo.cpp14 Passenger* passenger1 = new Passenger("John Doe", "P123456", "+1-555-0123");CODE
LOWsolutions/cpp/librarymanagementsystem/LibraryDemo.cpp17 Member* member1 = new Member("M001", "John Doe", "john@example.com",CODE
LOW…/cpp/concertticketbookingsystem/ConcertBookingDemo.cpp18 std::string booking1 = bookingSystem.createBooking("John Doe", concert1, 1);CODE
LOWsolutions/cpp/fooddeliveryservice/DeliveryDemo.cpp8 User* user1 = new User("U001", "John Doe", "john@example.com",CODE
LOWsolutions/cpp/fooddeliveryservice/DeliveryDemo.cpp9 "+1-555-0123", "123 Main St");CODE
LOW…pp/courseregistrationsystem/RegistrationSystemDemo.cpp17 Student* student1 = new Student("S001", "John Doe");CODE
LOWsolutions/cpp/onlineshoppingservice/ShoppingDemo.cpp16 User* user1 = shop.registerUser("john_doe", "john@email.com", "123 Main St");CODE
LOWsolutions/cpp/digitalwalletservice/WalletDemo.cpp8 User* user1 = new User("U001", "John Doe", "john@example.com", "+1-555-0123");CODE
LOWsolutions/cpp/linkedin/LinkedInDemo.cpp12 Profile* profile1 = new Profile("John Doe", "Software Engineer");CODE
LOWsolutions/cpp/carrentalsystem/CarRentalSystemDemo.cpp17 Customer* customer1 = new Customer("CUST001", "John Doe", "+1-555-0123");CODE
LOW…arp/hotelmanagementsystem/HotelManagementSystemDemo.cs12 var guest1 = new Guest("G001", "John Doe", "john@example.com", "1234567890");CODE
LOW…airlinemanagementsystem/AirlineManagementSystemDemo.cs13 var passenger1 = new Passenger("U001", "John Doe", "john@example.com", "1234567890");CODE
LOW…sharp/taskmanagementsystem/TaskManagementSystemDemo.cs13 User user1 = taskManagementSystem.CreateUser("John Doe", "john@example.com");CODE
LOW…tticketbookingsystem/ConcertTicketBookingSystemDemo.cs24 var user1 = new User("U001", "John Doe", "john@example.com");CODE
LOW…arp/courseregistrationsystem/CourseRegistrationDemo.cs13 Course course1 = new Course("CS101", "Introduction to Programming", "John Doe", 50, 0);CODE
LOW…ons/csharp/onlineshoppingservice/OnlineShoppingDemo.cs28 var aliceAddress = new Address("123 Main St", "Anytown", "CA", "12345");CODE
12 more matches not shown…
Excessive Try-Catch Wrapping27 hits · 56 pts
SeverityFileLineSnippetContext
MEDIUM…n/librarymanagementsystem/library_management_system.py51 print("Error: Invalid member or copy ID.")CODE
MEDIUM…n/librarymanagementsystem/library_management_system.py58 print("Error: Invalid copy ID.")CODE
LOW…ions/python/loggingframework/logging_framework_demo.py44 except Exception as e:CODE
LOW⚡solutions/python/loggingframework/log_appender.py46 except Exception as e:CODE
LOW⚡solutions/python/loggingframework/log_appender.py56 except Exception as e:CODE
LOW⚡solutions/python/loggingframework/log_appender.py63 except Exception as e:CODE
LOWsolutions/python/atm/atm.py69 except Exception as e:CODE
MEDIUM⚡solutions/python/atm/atm_state.py37 print("Error: Please insert a card first.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py40 print("Error: Please insert a card first.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py43 print("Error: Card not found.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py47 print("Error: A card is already inserted. Cannot insert another card.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py62 print("Error: Please enter your PIN first to select an operation.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py71 print("Error: A card is already inserted and a session is active.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py74 print("Error: PIN has already been entered and authenticated.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py81 print("Error: Invalid withdrawal amount specified.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py88 print("Error: Insufficient balance.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py95 print("Error: Invalid deposit amount specified.")CODE
MEDIUM⚡solutions/python/atm/atm_state.py102 print("Error: Invalid operation selected.")CODE
MEDIUMsolutions/python/tictactoe/tictactoesystem.py48 print(f"Error: {e}")CODE
LOWsolutions/python/pubsubsystem/topic.py28 except Exception as e:CODE
MEDIUMsolutions/python/pubsubsystem/topic.py29 print(f"Error delivering message to subscriber {subscriber.get_id()}: {str(e)}")CODE
LOW…ions/python/onlineauctionsystem/auction_system_demo.py46 except Exception as e:CODE
MEDIUM…ions/python/onlineauctionsystem/auction_system_demo.py47 print(f"An error occurred during bidding: {e}")CODE
LOW…ions/python/onlineauctionsystem/auction_system_demo.py65 except Exception as e:CODE
LOW…python/onlineshoppingservice/online_shopping_system.py88 except Exception as e:CODE
LOW…/python/trafficsignalsystem/intersection_controller.py44 except Exception as e:CODE
MEDIUMdesign-patterns/python/builder/http_app_builder.py41 print(f"Error creating request: {e}")CODE
Modern Structural Boilerplate35 hits · 37 pts
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LOWsolutions/python/movieticketbookingsystem/seat.py26 def set_status(self, status: SeatStatus) -> None:CODE
LOWsolutions/python/onlinestockbrokeragesystem/order.py51 def set_state(self, state: OrderState) -> None:CODE
LOWsolutions/python/onlinestockbrokeragesystem/order.py54 def set_status(self, status: OrderStatus) -> None:CODE
LOWsolutions/python/onlinestockbrokeragesystem/stock.py16 def set_price(self, new_price: float) -> None:CODE
LOW…ns/python/onlinestockbrokeragesystem/stock_exchange.py87 def _update_order_status(self, order: Order, quantity_traded: int) -> None:CODE
LOWsolutions/python/librarymanagementsystem/book_copy.py25 def set_state(self, state: 'ItemState') -> None:CODE
LOW…ions/python/onlineshoppingservice/inventory_service.py19 def update_stock_for_order(self, items: List[OrderLineItem]) -> None:CODE
LOWsolutions/python/onlineshoppingservice/order.py40 def set_state(self, state: OrderState) -> None:CODE
LOWsolutions/python/onlineshoppingservice/order.py43 def set_status(self, status: OrderStatus) -> None:CODE
LOWsolutions/python/onlineshoppingservice/customer.py33 def set_shipping_address(self, address: Address) -> None:CODE
LOWsolutions/python/vendingmachine/vending_machine.py66 def set_selected_item_code(self, code: str) -> None:CODE
LOWsolutions/python/vendingmachine/vending_machine.py69 def set_state(self, state: VendingMachineState) -> None:CODE
LOWsolutions/python/linkedin/profile.py11 def set_summary(self, summary: str) -> None:CODE
LOWsolutions/python/linkedin/connection.py23 def set_status(self, status: ConnectionStatus) -> None:CODE
LOWdesign-patterns/python/proxy/__init__.py5__all__ = [CODE
LOWdesign-patterns/python/facade/__init__.py7__all__ = [CODE
LOWdesign-patterns/python/observer/fitness_data.py26 def set_fitness_data(self, steps: int, calories_burned: float, distance_covered: float) -> None:CODE
LOWdesign-patterns/python/memento/__init__.py5__all__ = [CODE
LOWdesign-patterns/python/prototype/game.py12 def _setup_prototypes(self) -> None:CODE
LOWdesign-patterns/python/state/vending_machine.py13 def set_state(self, state: MachineState) -> None:CODE
LOW…ign-patterns/python/composite/organization/__init__.py6__all__ = [CODE
LOWdesign-patterns/python/composite/filesystem/__init__.py5__all__ = [CODE
LOWdesign-patterns/python/iterator/__init__.py7__all__ = [CODE
LOW…sign-patterns/python/chainofresponsibility/__init__.py10__all__ = [CODE
LOW…-patterns/python/chainofresponsibility/base_handler.py8 def set_next(self, next_handler: RequestHandler) -> None:CODE
LOW…tterns/python/chainofresponsibility/request_handler.py6 def set_next(self, next_handler: 'RequestHandler') -> None:CODE
LOWdesign-patterns/python/command/remote_control.py11 def set_command(self, command: Command) -> None:CODE
LOW…gn-patterns/python/command/remote_control_with_undo.py12 def set_command(self, command: Command) -> None:CODE
LOWdesign-patterns/python/flyweight/__init__.py6__all__ = [CODE
LOWdesign-patterns/python/mediator/__init__.py8__all__ = [CODE
LOW⚡design-patterns/python/mediator/form_mediator.py15 def set_username_field(self, field: TextField) -> None:CODE
LOW⚡design-patterns/python/mediator/form_mediator.py18 def set_password_field(self, field: TextField) -> None:CODE
LOW⚡design-patterns/python/mediator/form_mediator.py21 def set_login_button(self, button: Button) -> None:CODE
LOW⚡design-patterns/python/mediator/form_mediator.py24 def set_status_label(self, label: Label) -> None:CODE
LOW…sign-patterns/python/strategy/shipping_cost_service.py11 def set_strategy(self, strategy: ShippingStrategy) -> None:CODE
Self-Referential Comments10 hits · 28 pts
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MEDIUMsolutions/python/elevatorsystem/elevator_system.py30 display = Display() # Create the observerCODE
MEDIUM…utions/python/restaurantmanagementsystem/order_item.py31 for observer in self._observers[:]: # Create a copy to avoid modification during iterationCODE
MEDIUMsolutions/python/cricinfo/cricinfo_demo.py28 # Create a T20 MatchCOMMENT
MEDIUMdesign-patterns/python/facade/deployment_app_facade.py4 # Create the facadeCOMMENT
MEDIUM…terns/python/composite/filesystem/file_explorer_app.py5 # Create a file system structureCOMMENT
MEDIUMdesign-patterns/python/iterator/iterator_demo.py4 # Create a music playerCOMMENT
MEDIUMdesign-patterns/python/chainofresponsibility/main.py9 # Create the chain of handlersCOMMENT
MEDIUMdesign-patterns/python/chainofresponsibility/main.py22 # Create a valid requestCOMMENT
MEDIUMdesign-patterns/python/chainofresponsibility/main.py30 # Create an invalid requestCOMMENT
MEDIUMdesign-patterns/python/flyweight/flyweight_demo.py4 # Create a text editor clientCOMMENT
Over-Commented Block27 hits · 27 pts
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LOWsolutions/golang/main.go1package mainCOMMENT
LOWsolutions/golang/main.go21 // "github.com/ashishps1/awesome-low-level-design/solutions/golang/onlineshopping"COMMENT
LOWsolutions/golang/main.go41 // atm.Run()COMMENT
LOWsolutions/golang/main.go61 // parkinglot.Run()COMMENT
LOWsolutions/typescript/tsconfig.json1{COMMENT
LOWsolutions/typescript/tsconfig.json21 "rootDir": "src", // project rootCOMMENT
LOWsolutions/typescript/tsconfig.json41 // "noImplicitOverride": true, /* Ensure overriding members in derived classes are marked with an 'COMMENT
LOWsolutions/java/src/LLDRunner.java21 public static void main(String[] args) {COMMENT
LOWsolutions/java/src/LLDRunner.java41// MusicStreamingServiceDemo.run();COMMENT
LOWsolutions/cpp/coffeevendingmachine/Coffee.hpp21#endif COMMENT
LOWsolutions/cpp/coffeevendingmachine/Inventory.hpp21#endif COMMENT
LOWsolutions/cpp/airlinemanagementsystem/Passenger.hpp21#endif COMMENT
LOW…lutions/cpp/onlinestockbrokeragesystem/Transaction.hpp41#endif COMMENT
LOWsolutions/cpp/musicstreamingservice/User.hpp41#endif COMMENT
LOWsolutions/cpp/ridesharingservice/RideService.hpp41#endif COMMENT
LOWsolutions/cpp/onlineshoppingservice/Order.hpp41#endif COMMENT
LOWsolutions/cpp/lrucache/LRUCache.hpp81#endif COMMENT
LOWsolutions/cpp/carrentalsystem/Customer.hpp21#endif COMMENT
LOWsolutions/csharp/LLDRunner.cs41 // Uncomment the LLD problem you want to run with sample input defined in the corresponding Demo class.COMMENT
LOWsolutions/csharp/LLDRunner.cs61 //AuctionSystemDemo.Run();COMMENT
LOWdesign-patterns/python/__init__.py1# Design Patterns Python PackageCOMMENT
LOWdesign-patterns/python/observer/__init__.py1# Observer Pattern PackageCOMMENT
LOWdesign-patterns/python/adapter/__init__.py1# Adapter Pattern PackageCOMMENT
LOWdesign-patterns/python/singleton/__init__.py1# Singleton Pattern PackageCOMMENT
LOWdesign-patterns/python/builder/__init__.py1# Builder Pattern PackageCOMMENT
LOWdesign-patterns/python/factory/__init__.py1# Factory Pattern PackageCOMMENT
LOWdesign-patterns/python/strategy/__init__.py1# Strategy Pattern PackageCOMMENT
Hyper-Verbose Identifiers11 hits · 11 pts
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LOWsolutions/python/musicstreamingservice/player.py26 def play_current_song_in_queue(self):CODE
LOW…ions/python/ridesharingservice/ride_sharing_service.py41 def set_driver_matching_strategy(self, driver_matching_strategy: DriverMatchingStrategy):CODE
LOWsolutions/python/linkedin/linkedin_system.py49 def accept_connection_request(self, request_id: str) -> None:CODE
LOWsolutions/python/linkedin/linkedin_system.py58 def get_latest_post_by_member(self, member_id: str) -> Optional[Post]:CODE
LOWdesign-patterns/python/all_patterns_demo.py87def run_abstract_factory_demo():CODE
LOW…-patterns/python/observer/fitness_app_observer_demo.py7def fitness_app_observer_demo():CODE
LOWdesign-patterns/python/prototype/game.py28 def get_available_enemy_types(self) -> list:CODE
LOW…tterns/python/chainofresponsibility/request_handler.py4class RequestHandler(ABC):CODE
LOWdesign-patterns/python/builder/http_app_telescoping.py4def http_app_telescoping_demo():CODE
LOWdesign-patterns/python/factory/factory_method_demo.py42def naive_implementation_demo():CODE
LOW…n-patterns/cpp/chainofresponsibility/request_handler.h4class RequestHandler {CODE
Deep Nesting10 hits · 10 pts
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LOW…s/python/movieticketbookingsystem/seat_lock_manager.py47CODE
LOW…ns/python/onlinestockbrokeragesystem/stock_exchange.py40CODE
LOWsolutions/python/atm/atm_state.py76CODE
LOWsolutions/python/stackoverflow/reputation_manager.py12CODE
LOWsolutions/python/parkinglot/parking_strategy.py31CODE
LOWsolutions/python/lrucache/lru_cache.py24CODE
LOWsolutions/python/cricinfo/match_states.py37CODE
LOWsolutions/python/cricinfo/match_observer.py19CODE
LOWdesign-patterns/python/mediator/form_mediator.py27CODE
LOW…erns/python/strategy/shipping_cost_calculator_naive.py7CODE
Synthetic Comment Markers1 hit · 8 pts
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HIGHsolutions/csharp/obj/Debug/net8.0/c#.AssemblyInfo.cs3// This code was generated by a tool.COMMENT
Empty Error Handlers1 hit · 5 pts
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HIGH…ions/python/trafficsignalsystem/traffic_system_demo.py20except KeyboardInterrupt:CODE
Redundant / Tautological Comments1 hit · 2 pts
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LOW…s/python/movieticketbookingsystem/seat_lock_manager.py23 # Check if any of the requested seats are already locked or bookedCOMMENT
AI Slop Vocabulary1 hit · 1 pts
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MEDIUMdesign-patterns/python/singleton/enum_singleton.py5 """Enum-based singleton - most robust approach"""STRING