Four ways to get your product pilot-ready.

Your AI-built prototype is impressive. Let's make it production-safe before your next demo breaks it.

Lovable, Cursor, v0, and Bolt can produce a convincing prototype in an afternoon. What they cannot produce is a system that handles 50 concurrent users, processes real Stripe webhooks without data loss, or stores customer information without exposing it. If you have an AI-generated codebase that works in your screen recording but fails when someone else tries it — that is exactly where this engagement starts. Week one is a written codebase audit you receive before we scope the rest. You decide what to keep, what to replace, and what the budget looks like. I refactor only what will cause a real production failure. No rewrites for vanity.

One week. You will know exactly what you have, what is broken, and what it will take to fix it.

Before you commission a rewrite, hire engineers, or close a technical acquisition, you need one thing: the truth about the codebase. In one week I read every file, map the architecture, run a security pass, audit the dependencies, and deliver a written risk register with plain-English findings and realistic effort estimates. No developer politics, no agenda, no rant about the previous engineer. Just a clear, honest picture of what you are working with — and a 30-minute recorded walkthrough that you and your team can watch together. The audit fee is credited in full toward any subsequent build engagement.

Your dedicated senior engineer, month by month.

After your MVP launches, someone has to keep building. The SaaS Engineering Partnership gives you 40 hours of dedicated engineering per month - feature sprints, performance improvements, third-party integrations, scaling fixes, and async support. No hiring overhead, no equity, no six-month notice period. You get a senior engineer who already knows your codebase, can context-switch fast, and won't disappear when a sprint gets hard.

Websites and web applications built to production standards.

Not every project is a SaaS MVP. Sometimes you need a high-performance marketing site that converts, a company website built for SEO, a custom web application that replaces a manual process, or a client portal that doesn't look like it was made in 2014. I build these with the same production-grade stack - Next.js, Tailwind, a CMS your team can actually use, and deployment that won't break when you share it on LinkedIn.