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Description
TaskService.java is a God Class with 670+ lines handling 8+ responsibilities:
- CRUD operations
- Task assignment
- Status workflow/transitions
- Notifications (inline, not using ...
Description
Database schema changes are managed by Hibernate ddl-auto=update, which is dangerous in production. No migration
history, no rollback capability.
Requirements
- Add Flyway or Liquibase ...
Description
DatabaseHelper.java contains raw JDBC code that:
1. Concatenates user input directly into SQL strings (SQL injection)
2. Never closes ResultSet, Statement, or Connection objects (resource ...
Description
Our test suite has multiple problems:
- 7 tests are @Disabled because they were flaky or TODO
- Several tests have no assertions (inflate coverage numbers)
- No @BeforeEach cleanup ...
Description
There is no code coverage reporting configured. We have no visibility into which code is tested and which is not.
Requirements
- Add JaCoCo Maven plugin
- Generate coverage reports on ...
Description
Error handling is inconsistent across the API. Some errors return 500 with stack traces, others return null, and some
throw uncaught exceptions.
Requirements
- Add @ControllerAdvice for ...
Context
We re still using Log4j 1.x (version 1.2.17) which has been EOL since 2015.
While this is NOT the same as the Log4Shell vulnerability (CVE-2021-44228, which affected Log4j 2.x), it still has ...
Context
With all the coupling issues in our monolith, should we consider breaking this into microservices?
Arguments For
- TaskService is too coupled to everything
- Scaling issues with the monolith ...
Description
Found hardcoded credentials in multiple files:
| File | Type | Detail |
| --- | --- | --- |
| application.properties | DB password | Commented-out production password (never rotated!) |
| ...
Description
DatabaseHelper.java uses a lazy singleton pattern without synchronization:
private static Connection connection = null;
public static Connection getConnection() {
if (connection == null) ...

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