>The Advisory
One-Time FeeAI Architecture Audit
Your team is moving fast with AI coding tools, introducing catastrophic architectural mistakes that are hard to spot until they break in production. We provide the architectural oversight to ensure you aren't building a house of cards.
>The Deliverable
The "Scar Tissue" Report
We audit your current infrastructure, review PR patterns, and provide a brutally honest assessment of your technical debt. This is not a commodity automated scan; this is a deep read by engineers who have scaled systems to millions of users.
- Footgun Identification: We point out the specific security, scaling, and maintenance traps your AI tools have generated.
- Remediation Costing: We quantify every flaw in terms of the engineering hours required to fix it.
- Risk-Ranked Roadmap: A clear action plan on what to rewrite immediately, what to keep, and what to monitor.
>Who is this for?
Investors, Acquirers, and Post-PMF Founders
If you are evaluating a company for acquisition or investment, you need to know what the code actually says, not what the demo shows. If you are a founder scaling up, it's an insurance policy: it's much cheaper to pay us to find the flaw now than to experience a data breach or scaling failure later.
Need to verify an architecture?
Let's schedule a working session to discuss your timeline and the scope of the audit.
>The Audit Depth
Our audits go beyond syntax. We analyze the underlying data models, consistency guarantees, and security boundaries. AI tools are excellent at writing code that looks correct but fails in high-concurrency environments or under specific edge-case load patterns. We identify these invisible "debt-bombs" before they explode.
The result is a quantified remediation plan. We don't just tell you things are "wrong"; we tell you how much they will cost to fix in terms of engineering weeks. This data is invaluable for technical leadership making trade-off decisions or for investors conducting due diligence on a high-velocity startup.