Vibe Coding

Vibe coding is how rough ideas become working apps faster.

I use vibe coding to move from product instinct to prototype quickly: AI-assisted coding, sharp product taste, real GTM context, and enough engineering judgment to keep the build from becoming a pile of generated slop.

01
Definition AI-assisted building

What is vibe coding?

Vibe coding is a practical way to build software with AI as a fast pair programmer. The human sets the taste, the product direction, the constraints, and the quality bar. The AI helps generate, refactor, debug, and explore options faster than a blank editor would.

Product judgment AI acceleration Working prototypes
02
How I use it Build process

The point is not to skip thinking. It is to shorten the path to proof.

My loop is simple: define the user and outcome, sketch the smallest useful workflow, generate a first version, tighten the interface, test the edge cases, and keep cutting until the app has one clear job.

Scope control Prototype loops Operator workflows
03
Finding vibe coders Commissioned apps

A good vibe coder should be useful before the code starts.

If you are an agency, firm, founder, or operator, the best vibe coder is not just someone who can prompt a model. Look for someone who can translate messy business context into a useful product surface, then ship a first version that your team can actually react to.

app developer Product taste GTM context

Commissioning

Need a vibe coder for an app idea?

I am opening up small app builds for agencies, firms, and teams that want to add useful software to their portfolio without hiring a full product team first.

Best fit Agencies

Portfolio expansion

Prototype tools your agency can show to accounts, use internally, or package into a more valuable service offer.

View app development
Best fit Operators

Workflow apps

Build focused AI workflows around sales ops, customer experience, eCommerce, reporting, or internal decision support.

See product work
Best fit Commerce

Shopify ideas

Turn merchant pain into a sharper app concept, listing page, prototype, or operator workflow.

View Shopify apps