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Description
DatabaseHelper.java uses a lazy singleton pattern without synchronization:
private static Connection connection = null;
public static Connection getConnection() {
if (connection == null) ...
Description
WebConfig.java has CORS configured to allow ALL origins (*), ALL methods, and ALL headers. This was a temporary fix that
was never addressed.
// FIXME: This is too permissive
registry.addMapping( ...
Description
The pom.xml explicitly declares Jackson Databind 2.13.0, which conflicts with the version managed by Spring Boot 2.7.18
parent POM.
!-- FIXME: jackson version conflict with spring boot parent ...
Description
Found several pieces of dead code:
- TaskService.getOldDashboardStats() - deprecated, referenced by decommissioned admin panel
- TaskService.migrateLegacyIds() - was for JIRA migration ...
Description
The codebase mixes naming conventions inconsistently:
| Convention | Examples |
| --- | --- |
| camelCase | reporterId, projectCode, createdDate |
| snake_case | assignee_id, due_date, created_at, ...
System Info
- verl: 0.8.0.dev0
- Backend: Megatron actor/ref, vLLM rollout
- Platform: LUMI-G, AMD MI250X, 2 nodes x 8 GPUs
- Python: 3.12.3
- PyTorch: 2.10.0+rocm7.0_lumi_aif_20260513142306 ...
bug
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
Found hardcoded credentials in multiple files:
| File | Type | Detail |
| --- | --- | --- |
| application.properties | DB password | Commented-out production password (never rotated!) |
| ...
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 ...
背景
当前 VEA-MASC 训练中,SU 链路容易收敛到低吞吐协调模式。现象上,部分 seed 中 SU e2e 长期停留在约 310,而高性能 seed 可达到约 494。已有分析表明,该问题主要不是 critic
拟合失败,也不是单纯熵不足,而是 HAPPO 在乘积型 per-agent rollout 策略下难以采到多节点联合对齐事件。
VEA-MASC 的有效动作包含:
- 发送时延:是否发送、何时发送; ...

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