Add Features for your JetBrains AI-built Spring Boot app
Expert add features for Spring Boot apps built with JetBrains AI. We audit JetBrains AI-generated Spring Boot code for add features issues. From $19.
JetBrains AI issues we find in Spring Boot projects
Problems specific to JetBrains AI's code generation patterns when building Spring Boot apps.
Over-engineered enterprise patterns generated for simple startup use cases
JetBrains AI is trained on enterprise Java and Kotlin patterns, so it tends to generate verbose factory patterns, abstract base classes, and interface hierarchies for problems that could be solved with a simple function in a startup context.
Generated Spring Boot code includes unnecessary security exposure in default configurations
Spring Boot applications generated by JetBrains AI may include actuator endpoints, management ports, or H2 console access enabled in configurations that should be disabled or secured before production deployment.
Verbose boilerplate code increases bundle size and maintenance overhead
Java code generation in particular produces verbose getter/setter patterns, checked exception hierarchies, and XML configuration that modern Kotlin or Lombok-based approaches would handle with a fraction of the code.
Spring Boot add features issues we check for
Add Features-specific Spring Boot problems that need attention before production.
N+1 queries in JPA/Hibernate
Lazy-loaded entity relationships fetched inside loops, generating hundreds of individual SQL queries instead of proper JOIN FETCH or EntityGraph queries.
Missing @Transactional boundaries
Service methods that perform multiple database operations without transaction annotations, leaving data inconsistent if any step fails.
Blocking calls in WebFlux
Mixing blocking JDBC calls with reactive WebFlux endpoints, exhausting the small event loop thread pool and freezing the application.
What our add features covers
Everything included when we add features your JetBrains AI Spring Boot project.
Start with a self-serve audit
Get a professional add features of your JetBrains AI Spring Boot project at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Three steps to get your JetBrains AI Spring Boot app production-ready.
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Can you add features my JetBrains AI-built Spring Boot app?
Yes. We regularly handle add features for Spring Boot projects built with JetBrains AI. We understand JetBrains AI's code patterns and the specific Spring Boot issues they introduce. Our review covers the full stack from frontend to backend.
What Spring Boot add features issues does JetBrains AI typically create?
Common add features issues in JetBrains AI-generated Spring Boot code include: over-engineered enterprise patterns generated for simple startup use cases, generated spring boot code includes unnecessary security exposure in default configurations, verbose boilerplate code increases bundle size and maintenance overhead. On the Spring Boot side, we often find: n+1 queries in jpa/hibernate, missing @transactional boundaries, blocking calls in webflux.
How much does add features cost for a JetBrains AI Spring Boot project?
Start with our $19 automated audit to get a prioritized list of issues. For hands-on add features work on JetBrains AI-built Spring Boot projects, we provide a fixed quote after reviewing the audit results. No surprises.
Related resources
Other Spring Boot Technologies
Other JetBrains AI Spring Boot Services
Get add features for your JetBrains AI Spring Boot app
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.