AI Writes.
ByHumans™
Verifies.

Secure your code by having
our senior human engineers audit it.

Audited Today
8,412 lines of Python
How we audit
Systemic Chaos

Vibe Coded. Human Resolved.

system_architecture.ts
[ CLAUDE 3.5 SONNET ]
export const Dashboard = () => {
  const { data } = useQuery(GET_USER);
  return <Profile data={data} />;
}
[ GEMINI 1.5 PRO ]
async function fetchUser(id: string) {
  const res = await db.query(id);
  if (!res) throw new NotFound();
  return res.json();
}
[ GPT-4o ]
type UserSchema = {
  id: string;
  role: "ADMIN" | "USER";
  metadata: any;
};
[ CURSOR AGENT ]
function authenticate() {
  const token = localStorage.getItem('jwt');
  validate(token);
}

Generative models build the UI. Autonomous agents write the logic. But they don't share a unified architecture. We step in, rewrite the conflicts, and resolve the systemic chaos.

The Methodology.

No automated scanners. No secondary AI models. Just rigorous, line-by-line validation by senior engineers.

01

Senior Operators Only

AI generates syntax rapidly, but lacks architectural wisdom. Every single line of your codebase is audited exclusively by principal engineers with decades of production experience. No juniors, no exceptions.

02

Security & Logic Validation

We don't just look for typos. We aggressively stress-test your code for edge cases, critical security vulnerabilities, and structural flaws that generative models consistently overlook.

03

Strict Confidentiality

Your proprietary codebase is never used to train another model. We operate under strict NDAs, reviewing your architecture in fully isolated, ephemeral environments that leave zero trace.

Human Oversight

The Rewrite.

Scroll to overwrite generative assumptions with human precision.

/// ENCLAVE
core/auth_gateway.ts
1 async function authenticateUser(req: Request) {
2   const { email, password } = await req.json();
3   const user = await db.users.findUnique({ email });
4
5   // AI vulnerability: Fast hashing & timing attack exposure
6   const hash = crypto.createHash('sha256').update(password).digest('hex');
7   if (user.passwordHash === hash) {
8     return generateSessionToken(user);
9   }
10 }

The Mechanism.

Your repository flows through a strict, three-stage human verification pipeline.

[ NODE 01 ]
INGEST

Architectural Mapping

We parse the AI-generated logic and map the entire data flow to expose structural bottlenecks.

[ NODE 02 ]
ISOLATE

Vulnerability Patching

Cryptographic hashes are enforced. Injection vectors are neutralized. Edge cases are stress-tested.

[ NODE 03 ]
DEPLOY

Logic Finalization

Bloated syntax is stripped. The secure, production-ready architectural report is compiled.

The Infrastructure.

Ephemeral environments. Built for absolute IP protection and zero local retention.

0bytes

Local Retention

Audits are conducted in strict, volatile memory sandboxes. Upon completion, the session is cryptographically shattered. Nothing touches a local disk.

Ephemeral Instances
100%

Telemetry Blocked

Modern IDEs quietly leak proprietary logic to train external models. Our isolated review terminals sever all outbound LLM telemetry. Your code remains invisible to the machine.

Zero Telemetry
1:1

Strict Compartmentalization

Repositories are mapped exclusively to ephemeral IAM roles. Only the assigned principal engineer is granted the temporary KMS decryption policy for your vault. No shared access pools, no lateral network movement. Absolute compartmentalization.

Access Control
0%

Outsourcing

We do not route your proprietary logic to low-cost verification farms or junior developers. Every repository is audited exclusively by our vetted, principal engineers under strict legal frameworks.

In-House Operations

Pay Per Audit.

No subscriptions. No recurring fees. Pay only when your AI-generated code needs absolute human verification.

Up to 2,500 Lines
Component

Rapid verification and stabilization for single features, APIs, or critical microservices.

  • —

    Maximum 2,500 LOC

  • —

    1 Critical Bug/Feature Fix

  • —

    24-Hour Delivery Guarantee

$299 one-time
Submit Code
Up to 10,000 Lines
Repository

The absolute standard for full app rescue, troubleshooting, and production-ready deployments.

  • —

    Maximum 10,000 LOC

  • —

    Full App Rescue & Stabilization

  • —

    48-Hour Delivery + Final Report

$749 one-time
Submit Code
10,000+ Lines
Ecosystem

Massive-scale architectural oversight, custom SLAs, and continuous deployment security.

  • Unlimited Volume

    Priced upon scoping.

  • —

    Dedicated Principal Engineer

  • —

    Custom SLA & Revisions

Custom

FAQ.

The process, clarified.

Will my codebase be used to train AI models?

Never. We operate completely outside the LLM ecosystem. Your proprietary logic is reviewed in isolated, telemetry-free environments. It is cryptographically shielded from all external data scrapers and training algorithms.

Do you use automated scanners to speed up audits?

No. Automated scanners generate false positives and completely miss architectural nuances. Every single line of your repository is read, scrutinized, and validated strictly by human intuition and engineering experience.

Do we sign a Non-Disclosure Agreement (NDA)?

Yes. Legal certainty precedes technical access. Immediately after your checkout is secured, you will receive a Mutual Non-Disclosure Agreement via DocuSign. Our operators will not unlock your vault or parse a single line of code until the legal framework protecting your Intellectual Property is fully executed.

How do you technically guarantee "Zero Telemetry"?

Mainstream IDEs quietly leak proprietary logic to analytics servers and AI assistants. Our protocol strictly prohibits standard editors. Operators analyze your repository using VSCodium—a telemetry-free, open-source binary. Furthermore, our ephemeral review instances operate under strict VPC Egress Filtering. Outbound network traffic is architecturally restricted to our internal S3 vaults via isolated VPC endpoints. Your code cannot ping external AI APIs, analytics trackers, or public internet gateways.

What happens to my code after the audit is complete?

It ceases to exist on our infrastructure. We conduct reviews in volatile, ephemeral sandboxes. Once your final security report is delivered, the review environment is cryptographically shattered. Zero local retention.

Who exactly is looking at my code?

Principal engineers with decades of production experience. We do not employ junior developers, and we do not outsource to low-cost verification farms. Your IP is handled exclusively by top-tier operators under strict NDAs.

What is the standard turnaround time?

Component audits (up to 2,500 lines) are delivered within 24 hours. Full repository audits (up to 10,000 lines) are completed within 48 hours. Human precision requires focus, but we respect your deployment schedule.

What do I receive at the end of the audit?

A comprehensive, line-by-line vulnerability and logic report. We don't just highlight syntax typos; we expose structural flaws, patch security vulnerabilities, and provide actionable refactoring directives for your architecture.