shipwithai-java-backend-toolkit

Guardrail-first Spring Boot + JPA toolkit. Just-in-time hooks catch missing @Version, broken @Transactional proxies, entity-in-controller leaks, N+1, and query injection as you write them; scaffold skills generate correct-by-default entities, endpoints, and migrations; a tuned reviewer agent shares one ruleset with the hooks.