Docker app built with Devin? Let’s review it.
Expert code review for Docker apps built with Devin. We find Devin-specific bugs, fix Docker security issues, and optimize performance. From $19.
Devin issues we find in Docker projects
Problems specific to Devin's code generation patterns when building Docker apps.
Autonomous security decisions
Devin makes security-related decisions without human review — choosing auth strategies, setting permissions, and configuring access controls that may be inadequate.
Compounding architectural errors
When Devin makes an early architectural mistake, it builds subsequent features on top of it. By the time you notice, the issue is deeply embedded in the codebase.
Workarounds instead of fixes
When Devin encounters an error, it sometimes adds workarounds that mask the root cause rather than fixing the underlying issue.
Inefficient retry patterns
Devin's debugging approach sometimes results in retry logic and fallback patterns that hide errors rather than resolving them, impacting performance.
Docker issues we check for
Common Docker problems that affect production readiness.
Running as root user
Containers running processes as root, so a container breakout gives the attacker root access to the host system.
Secrets baked into image layers
API keys, database passwords, or .env files copied into the Docker image during build, permanently stored in image layers even if deleted later.
Bloated image size
Using full OS base images (ubuntu, node:latest) instead of slim or alpine variants, resulting in 1GB+ images that are slow to pull and deploy.
No multi-stage build
Build dependencies (compilers, dev packages) included in the production image, increasing size and attack surface.
Start with a self-serve audit
Get a professional review of your Devin Docker 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 Docker code generated by Devin?
Yes. We regularly audit Docker projects built with Devin and understand the specific patterns and issues it introduces. Our review covers security, performance, and deployment readiness.
What Docker issues does Devin typically create?
Common issues in Devin-generated Docker code include: autonomous security decisions, compounding architectural errors, workarounds instead of fixes. Combined with Docker-specific concerns like running as root user and secrets baked into image layers.
How do I make my Devin Docker project production-ready?
Start with our code audit ($19) to get a prioritized list of issues. For Devin-built Docker projects, the typical path is: fix security gaps, address Docker-specific performance issues, then configure deployment. We provide a fixed quote after the audit.
How much does it cost to review Devin-generated Docker 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 Devin Docker project?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.