Reviews Java 25 and Spring Boot 4 codebases, pull requests, files, and modules for migration risks, architecture boundary violations, JSpecify null-safety issues, security flaws, performance regressions, and Spring Data pitfalls. Use when the task is a concrete Java or Spring code review with code context. Do not use for Kotlin-only code, non-Spring frameworks, or generic review advice without files or diffs.
95
92%
Does it follow best practices?
Impact
100%
1.23xAverage score across 3 eval scenarios
Passed
No known issues
Spring Boot 4 migration review
File path citations
100%
100%
MockBean annotation flagged
100%
100%
MockitoBean replacement suggested
100%
100%
Jackson 2 imports flagged
0%
100%
TestRestTemplate flagged
100%
100%
RestTestClient suggested
0%
100%
Retryable missing enablement
41%
100%
EnableResilientMethods named
0%
100%
Severity ordering present
100%
100%
Impact described per finding
0%
100%
Fix described per finding
100%
100%
Architecture boundary and domain model review
File path citations
100%
100%
Architecture style identified
50%
100%
Controller-repository shortcut flagged
100%
100%
Service layer remedy suggested
100%
100%
JPA entity in API response flagged
100%
100%
DTO or response class suggested
100%
100%
Business logic in controller flagged
100%
100%
Primitive obsession flagged
50%
100%
Severity ordering present
100%
100%
Impact described
100%
100%
Security and performance review
File path citations
100%
100%
Missing authorization flagged
100%
100%
Injection risk flagged
100%
100%
Safe query alternative suggested
100%
100%
Hardcoded secret flagged
100%
100%
Secret externalization suggested
100%
100%
N+1 query flagged
100%
100%
Missing pagination flagged
100%
100%
No unwarranted virtual thread recommendation
100%
100%
Severity ordering present
100%
100%
Impact described
100%
100%
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Table of Contents
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