FAQ
Frequently asked questions
Straight answers about how a vibe code audit works. If your question isn’t here, ask it on an intro call.
Do you use AI to audit my AI-written code?
Yes. Claude Code is a core part of my workflow, and it makes me much faster and more thorough. But every finding is reviewed, judged, and explained by me. You’re paying for 30 years of experience, not an automated scan.
How do I share my code?
Grant access to a private GitHub or GitLab repository, or send a zip file. I’ll sign an NDA if you need one.
Is my code kept confidential?
I won’t share your code with anyone. I don’t have a staff, so nobody else sees it. The one exception is the AI models I use to help with my evaluation.
What if my code is a total mess?
That’s normal, and it’s exactly why this service exists. No judgment. You got it working, and now we’ll get it the rest of the way.
Do I have to do the hardening phase with you?
No. The audit report is yours to use however you want, including handing it to another developer.
How long does it take?
An audit typically takes about 3 business days. Hardening depends on what the audit finds; you’ll get a timeline with your fixed quote.
What languages do you support?
Python is the best fit: web apps (Flask, Django, FastAPI), data analysis and machine learning (Pandas, Polars, Jupyter, scikit-learn), scripts and automation, and AI/LLM-powered apps. Possibly a fit: Unix shell scripts, Ruby on Rails applications, and PostgreSQL database apps.. See who this is for for details.
What’s the difference between an audit and a due diligence audit?
An audit is written for you, the owner: what’s wrong and what to do about it. A due diligence audit is the same technical review written for an investor or acquirer deciding whether to put money in. It adds an executive risk summary, a rough estimate of the effort to fix or rebuild, a dependency-license check, and an assessment of whether a new team could take the code over.
Can I book just the walkthrough?
No. The walkthrough is an add-on to an audit, because it walks your team through the audit’s findings and fixes in your own code. It’s $950 for a 2-hour recorded Zoom session.
Is the audit fee credited if I continue to hardening?
Yes: 50% of your audit fee credited toward Hardening booked within 30 days.
Still have questions?
Book a free 20–30 minute intro call and ask me directly.