I help founders turn fast-built AI prototypes into production-ready products
Technical audits, launch readiness, MVP and SaaS hardening, and hands-on fractional CTO support.
You shipped fast with AI tools — Claude Code, Cursor, Lovable, Bolt, v0, or an agency build. Now you need to know if it's actually launchable. I review the architecture, the code, the critical flows (auth, payments, data, security, deployment), and tell you what's blocking, what can wait, and how to ship without taking on durable technical debt.