Spring Boot app built with Amazon Q Developer? Let’s review it.
Expert code review for Spring Boot apps built with Amazon Q Developer. We find Amazon Q Developer-specific bugs, fix Spring Boot security issues, and optimize performance. From $19.
Amazon Q Developer issues we find in Spring Boot projects
Problems specific to Amazon Q Developer's code generation patterns when building Spring Boot apps.
Overly permissive IAM policies generated with wildcard actions and resources
Amazon Q often generates IAM policies with `*` wildcards for actions or resources as a starting point, which violates the principle of least privilege. These policies should be scoped to specific actions and resource ARNs before being applied in production.
Lambda cold start latency not addressed in generated function configurations
Generated Lambda functions use default memory and timeout settings without considering cold start impact. Functions with heavy initialization code (loading models, establishing DB connections) need provisioned concurrency or memory tuning, which Amazon Q does not configure.
Generated CDK code creates AWS resources without cost estimation or tagging
Amazon Q CDK suggestions deploy resources without cost-tracking tags or budget guardrails, making it easy to inadvertently provision expensive resources (NAT gateways, multi-AZ RDS instances) without visibility into the cost impact.
DynamoDB access patterns generated without consideration for partition key hot spots
Generated DynamoDB table designs and query patterns sometimes use partition keys that distribute poorly under load — such as a status field with few values — creating hot partitions that throttle at scale.
Spring Boot issues we check for
Common Spring Boot problems that affect production readiness.
Open actuator endpoints
Spring Boot Actuator endpoints like /actuator/env and /actuator/heapdump exposed without authentication, leaking environment variables, secrets, and heap memory.
Disabled Spring Security defaults
CSRF protection, CORS restrictions, and security headers disabled in SecurityFilterChain to 'make things work' during development and never re-enabled.
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.
Start with a self-serve audit
Get a professional review of your Amazon Q Developer 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.
Frequently asked questions
Can you review Spring Boot code generated by Amazon Q Developer?
Yes. We regularly audit Spring Boot projects built with Amazon Q Developer and understand the specific patterns and issues it introduces. Our review covers security, performance, and deployment readiness.
What Spring Boot issues does Amazon Q Developer typically create?
Common issues in Amazon Q Developer-generated Spring Boot code include: overly permissive iam policies generated with wildcard actions and resources, lambda cold start latency not addressed in generated function configurations, generated cdk code creates aws resources without cost estimation or tagging. Combined with Spring Boot-specific concerns like open actuator endpoints and disabled spring security defaults.
How do I make my Amazon Q Developer Spring Boot project production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Amazon Q Developer-built Spring Boot projects, the typical path is: fix security gaps, address Spring Boot-specific performance issues, then configure deployment. We provide a fixed quote after the audit.
How much does it cost to review Amazon Q Developer-generated Spring Boot 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
Amazon Q Developer Services
Spring Boot Reviews
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