Java app built with Continue? Let’s review it.
Expert code review for Java apps built with Continue. We find Continue-specific bugs, fix Java security issues, and optimize performance. From $19.
Continue issues we find in Java projects
Problems specific to Continue's code generation patterns when building Java apps.
Model-dependent security quality
Security of generated code varies dramatically based on which LLM is connected. Some models produce much less secure code than others.
Inconsistent code patterns between models
Switching between models mid-project produces inconsistent patterns, naming conventions, and error handling approaches in the same codebase.
Context window limitations causing bugs
When the codebase exceeds the model's context window, Continue loses awareness of existing patterns and introduces contradictory code.
Missing performance best practices
Generated code often uses naive algorithms and data structures. Database queries, API calls, and data processing lack optimization.
Java issues we check for
Common Java problems that affect production readiness.
SQL injection via string concatenation
Building SQL queries with string concatenation instead of PreparedStatement or parameterized JPA queries, allowing attackers to manipulate database operations.
Missing input validation
Controller endpoints accept request bodies without Bean Validation annotations (@Valid, @NotNull, @Size), allowing malformed data into business logic.
Thread safety issues
Mutable shared state accessed from multiple threads without synchronization, volatile, or concurrent collections — causing race conditions in production.
Resource leaks
Database connections, streams, and file handles opened without try-with-resources, leading to connection pool exhaustion and OutOfMemoryErrors.
Start with a self-serve audit
Get a professional review of your Continue Java 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.
Frequently asked questions
Can you review Java code generated by Continue?
Yes. We regularly audit Java projects built with Continue and understand the specific patterns and issues it introduces. Our review covers security, performance, and deployment readiness.
What Java issues does Continue typically create?
Common issues in Continue-generated Java code include: model-dependent security quality, inconsistent code patterns between models, context window limitations causing bugs. Combined with Java-specific concerns like sql injection via string concatenation and missing input validation.
How do I make my Continue Java project production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Continue-built Java projects, the typical path is: fix security gaps, address Java-specific performance issues, then configure deployment. We provide a fixed quote after the audit.
How much does it cost to review Continue-generated Java code?
Our code audit starts at $19 and covers security, performance, architecture, and deployment readiness. For fixes, our Fix & Ship plan is $199. Larger projects get a custom fixed quote — no hourly billing or surprises.
Related resources
Need help with your Continue Java project?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.