Built with Claude Code. But is it safe and scalable?
AI turns an idea into a prototype in days — but you can't tell if the code is secure, scalable, and maintainable just by looking at it. We check that in a fixed-price audit before real users (and attackers) find out.
Over 25 years of engineering experience · Security, scaling & architecture from a single source
What often goes wrong with AI-generated code.
AI-generated code runs — until it doesn't anymore. The typical problems only show up under real load or during the first attack.
Security vulnerabilities
Open endpoints without authorization, secrets in code, missing input validation, vulnerable dependencies.
Scaling dead ends
N+1 queries, no caching, blocking processes, an architecture that works with 10 users and collapses with 1,000.
No tests, no security
Without tests, every change is a risk. No CI, no error monitoring.
Maintainability & Dependencies
Confusing structure, outdated or insecure packages, missing documentation.
The AI Code Audit: structured, at a fixed price.
We review your code in five areas and deliver a prioritized report — from critical to nice-to-have, with specific actions.
Security
Authentication, Authorization, Secrets, Input Validation, Dependency Vulnerabilities.
Scalability & Performance
Database queries, caching, architectural bottlenecks, load behavior.
Architecture & Best Practices
Structure, separation of responsibilities, maintainability, idiomatic code.
Tests & CI
Test coverage, automated deployment, error monitoring.
Dependencies & Compliance
Outdated/unsafe packages, licensing issues, GDPR-related points.
Your result: a prioritized report
A comprehensible report with all findings sorted by urgency (critical → nice-to-have), each with a concrete action — plus a joint discussion for review.
At a fixed price
The audit has a clearly defined scope and a fixed price — no open billing. We will provide you with the price directly in the brief initial conversation.
Audit requestsIn three steps to the result.
Access
Code Access
You grant us read access to the repository. NDA is of course possible.
Check
Audit
We check the code in five areas — manually and with tools.
Result
Report & Conversation
You will receive the prioritized report and we will discuss the next steps.
Who is the audit worth it for?
We work best with clients where we can make a noticeable impact. That's why we are honest about who will benefit from the audit and who will not.
Fits you if ...
- You have built a working prototype with AI and want to play it safe before going live.
- Your app is growing and you're unsure if the architecture can handle it.
- You want to convince external investors or customers and need an independent assessment of the code quality.
Doesn't fit when ...
- You are looking for the cheapest provider on the market.
- Your project is still completely in the idea phase without any code.
- You expect a complete redevelopment instead of an evaluation.
Why devRocks?
Over 25 years of engineering experience in security, scaling, and architecture — we evaluate AI-generated code not dogmatically, but pragmatically.
What needs to happen before the go-live, what can wait — that’s the question we will answer for you. No consultant jargon, but a clear, prioritized report with concrete actions.
We are based in Schleswig-Holstein and speak the language of founders and product teams. We do not deliver 80-page reports, but actionable recommendations that your team can implement tomorrow.
25+
Years of engineering experience
30+
Years in the IT business
20+
Years of lasting customer relationships
Location Northern Germany
Approachable, personal, no offshore chains
Long-term customer relationships
A partner, not a vendor — reliable over the years
Deep engineering expertise
Security, Scaling & Architecture from a Single Source
Brands that trust us
Frequently Asked Questions
The audit provides the assessment and the prioritized report. Remediation is an optional follow-up project (hardening/refactoring) — you decide whether to handle it yourself or hire us.
The focus is on web apps (including Laravel/PHP, Node/JS, typical databases, and cloud setups). Let us know in the initial conversation what was used to build it — we will honestly tell you if it fits.
The audit has a fixed price with a clearly defined scope. We will provide the exact price in a brief initial conversation as soon as we know the size of the project.
We only require read access and work with an NDA upon request. Your code remains your code.
Depending on the project size, typically a few days. We will provide the timeframe bindingly in the initial conversation.
Have your AI code reviewed before real users arrive.
30 minutes initial consultation, non-binding — afterwards you will know if an audit makes sense and what it includes.
Select a date in the calendar or fill out the form, both will lead to the same goal.
Book appointment
Request a callback
Alternatively, you can reach us directly at 04121 830360 or contact@devrocks.de.