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System

How I work.
The full methodology.

Three named systems I run on every engagement. The 6-axis fragility model audits any prototype in 5 minutes. The 3-week Rescue hardens it. The 6-week MVP builds the real thing. Same principles, three depths.

01 / Audit

The 6-axis fragility model.

Every AI-built prototype I audit gets graded on the same six axes. They catch ~80% of what breaks a prototype in production. The free 5-minute Loom audit uses this same model.

01

Auth

Provider, session storage, MFA, token leakage, password reset surface area.

02

Data

API exposure, hardcoded keys, anonymous read access, secrets in client bundles.

03

Security

HTTPS, security headers, common path enumeration, mixed content, OWASP basics.

04

Tests

Critical-path coverage, source maps shipped, console errors, broken-link rate.

05

Deploy

CDN, compression, cache headers, custom domain, rollback path.

06

Observability

Error tracking, analytics, health endpoints, alert routing.

The week-by-week plans live on the offer pages.

02 / Apply

Apply this to your build.

Start with the free 5-minute Loom audit (no call, no pitch). Or book a 30-min call to scope the rescue or MVP.