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LambdaLynx: Architect Clarity. Build Momentum

your app works.
now it has to survive success.

You built it with Lovable, Replit, or Base44, and real users showed up. I build AI SaaS products myself, so I know where AI-generated code cuts corners. I read what yours built, fix what's risky, and stay in your corner for what comes next.

20+
Years Shipping
Production Systems
3M+
Requests Per Day
Handled at Scale
4 Mo.
From Idea to a
Shipped AI SaaS
$17M
Saved Automating a
Manual Workflow
Start with a Clarity Call
Brett Knapik — Fractional CTO and senior technology partner for self-funded founders
Experience includes
Member of
What Founders & Leaders Say

From AI Prototype to Real Product

You built your app with Lovable, Replit, or Base44. It works, and real users showed up. Everything I do solves one problem: making sure it survives them.

Find Out What the AI Really Built

You can't read the codebase the AI wrote, so you can't know what's risky. I review it and give you a straight answer: what to keep, what to harden, what to rebuild. Most founders start here. It takes days, not months.

Harden What's Working

Rebuilding from scratch is usually the wrong call, and it burns runway. I fix the seams that will actually break: authentication that holds up, user data properly separated, tests where they matter.

Scale Past the Prototype

AI builders are great at version one and much worse at version ten. I redesign the parts that can't support your next stage, so you keep shipping instead of fighting your own product.

Hire Your First Real Engineer

You can't evaluate an engineer's skills when you couldn't evaluate the AI's. I define the role, screen the candidates, and run the technical interviews, so your first hire inherits a map instead of a mystery.

Steer the Big Decisions

The vendor pitch, the platform bet, what to build next quarter. As your fractional CTO, I sit on your side of the table and make those calls with you, without the full-time salary.

Keep a Senior Voice On Call

When the heavy lifting is done, a monthly advisory session to pressure-test decisions before you spend money on them. Your team does the work; I keep it pointed in the right direction.

Not sure which is right for you?

Let’s talk about your goals.

About Brett Knapik

You Shouldn't Need a Full-Time CTO to Get Past the Prototype.

Most AI-builder founders hit the same point. The app you made with Lovable, Replit, or Base44 is live. People are signing up, maybe paying. And every next step feels riskier than the last: Is the code secure? Will it survive a traffic spike? Can anyone besides the AI actually understand it? Hiring a full-time CTO to answer those questions is a $300K+ commitment you might not be ready for.

That's where I come in.

I'm Brett Knapik. I've spent 20+ years building and fixing systems across healthcare, e-commerce, real estate, and startups, and the last few building AI SaaS products myself: agentic systems, LLM-powered features, and plenty of AI-generated code. I use these tools every day, so I know exactly what they do well and exactly where they cut corners. The work shows up in the numbers: an AI SaaS taken from idea to shipped product in 4 months, an AI document-processing system projected to save $17M in operations, and platforms handling 3M+ requests a day.

And I'll tell you what I tell every founder in this spot: building with AI wasn't a shortcut. It was the smartest money you didn't spend, and the prototype did its job by proving the market. My job is making sure it survives success. As your fractional CTO, I read the code you can't, harden what's risky, and make the calls on architecture, hiring, and vendors with you. Senior technical leadership, without the full-time overhead.