This is the audit for when more than one feature is on the line, a product with AI running through it, an MVP about to take on real customers, or a feature someone else built that you've inherited and don't fully trust.

I go through the system end to end and come back with a written report plus a call to walk through it together. The report covers:

Failure modes — the specific ways this breaks under real traffic, bad input, or edge cases the demo never hit

Cost — a per-call and monthly estimate at your expected volume, and where the spend is going

Data and security — what's exposed, what isn't logged that should be, what a security review would flag

Compliance shape — if you're in health, finance, insurance or another regulated space, whether the architecture is even compatible with HIPAA/SOC 2/KYC-type requirements, and what's missing

A prioritized roadmap — every issue ranked by risk and effort, so you know what to fix first and what can wait

You get the written report first, then a 30-minute call to go through it, ask questions, and leave with a clear next step, whether that's you fixing it, your team fixing it, or bringing me in to do it.

This is still a diagnosis, not a build. I'm not implementing fixes as part of this audit, I'm telling you exactly what's wrong, why it matters, and in what order to handle it.

What I need from you: an architecture overview or walkthrough, read-only access to the relevant code, and a rough sense of your expected user volume and data sensitivity (e.g. "handles health records" or "handles payments").