// HOW I WORK
The system that de-risks the build.
Accuracy > Speed > Perfection. A POC in ~2 days, a beta MVP in ~15, production in 45–90.
[A] THE 14-STEP BUILD FRAMEWORK
Discover & decide
Clarify the one feature users will pay for and define the 'why.'
// why: Most wasted spend comes from building the wrong thing well.
Architect from first principles
System and DB design from fundamentals, deliberately avoiding over-engineering.
// why: 90% of technical debt stems from over-engineering. Cut to the core.
POC (~2 days)
Prove the single risky assumption before committing to a build.
// why: Kill bad ideas in days, not months.
Beta MVP (~15 days)
Build with users, ship often, and let real usage shape the product.
// why: Feedback from real users beats internal opinion every time.
Production (45–90 days)
Hardening, CI/CD, security, and scale — cutting scope (not quality) if timelines slip.
// why: A system that survives a Series A technical review instead of triggering a rebuild.
[B] ENGAGEMENT SOPs
Teardown SOP
Kickoff → access → 2–4 sessions → async → delivery of the PDF, diagrams, and roadmap (15 days).
Retainer SOP
Onboarding → biweekly syncs → async cadence → shipping rhythm → due-diligence prep.
Rescue-ops SOP
Triage → stabilize → secure → reduce debt → migrate to production/native → document & hand off. Outcomes: faster load times, lower server costs, fewer regressions.
SME / CAIO SOP
Observe → map processes → prioritize by ROI → embed AI → govern; defined hours and meeting cadence per scope.