The build
decisions
that matter.

Vibe coded your MVP? Here's what you actually built.

AI optimises for the prompt, not the product. What gets missed when you build without senior technical context.

What works in development breaks at scale. The assumptions baked into every early-stage build and when they become the ceiling.

The most expensive technical mistakes aren't technical. They're directional. What unclear scope looks like in a codebase.

AI builds what you describe. It doesn't build for the regulatory environment, integrations, and business logic it doesn't know about.

Each one defensible at the time. Each one expensive to fix later. The patterns we see most often in early-stage systems.

What investors actually look for in a technical review — and how to know what they'll find before they do.

Every engagement starts with a review

Not sure where your tech stack stands?

The Technical Scoping Diagnostic gives you a clear picture in two weeks.