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Rapid Prototyping

Idea to MVP in weeks, built to last.

The fastest way to learn whether your idea works is to put a real product in front of real users. The slowest way is to build it the “right” way from day one. We've found a third path: pair AI coding agents with senior engineers who know what to throw away, what to keep, and where shortcuts will hurt you later.

A third path

AI coding agents are extraordinary at the boilerplate: scaffolding, CRUD, glue code, the ninety percent of any codebase that's been written a thousand times before. Senior engineers are extraordinary at the other ten percent: the data model, the architecture, the integration points, the calls the agent shouldn't be making on its own. Pairing the two is what lets us move at prototype speed without leaving prototype-quality code behind.

The cheap version of this is vibe-coded throwaway code that becomes the foundation of your company by accident. The expensive version is a six-month engagement that ships something you could've validated in a fraction of the time. We sit in the middle: fast enough to be useful for validation, principled enough that the code earns its place if you decide to keep building.

WyeWorks engineers pairing on a rapid prototype

What this looks like in practice

A recent engagement went from kickoff to a deployed platform in twenty days, with AI semantic matching, background jobs, and a polished UI. Pairing coding agents like Claude Code with frameworks like Rails 8 is part of how we move that fast. The framework gives the agent strong conventions to lean on, and the agent compounds the productivity gains the framework was already designed to deliver.

The bigger factor is where senior engineers spend their time: on architecture, the data model, and the calls the agent shouldn't be making, not on writing every line. That's the difference between a prototype that ships in weeks and a prototype that ships in months, and it's also the difference between code you can keep and code you have to throw away.

Why this works when others don't

Most “rapid” prototypes fail one of two ways. The cheap version is vibe-coded throwaway that quietly becomes the foundation of your company, until the day it stops scaling and you can't tell why. The expensive version is a six-month build that ships something you could have validated in eight weeks. We sit between them on purpose: fast enough to be useful for validation, principled enough that the code earns its place if you decide to keep building.

How we work

Week 1: Frame the bet

We align on the smallest version of the product that can validate your core hypothesis, and cut everything else.

Weeks 2-4: Build in the open

Daily demos, working software each week. AI agents handle the boilerplate; senior engineers make the architecture calls and write the parts that matter.

Week 5+: Ship and learn

A real MVP in front of real users, instrumented so you can tell what's working, and structured so you can keep building on it.

What we've shipped fast

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Clear Session

WyeWorks helped a healthcare founder transform an idea into a working platform for doctors and patients, building the product from scratch as their technology partner.

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