Question 1

What does Vibe Coding mean at HARWAY?

Accepted Answer

It is our structured AI-assisted build workflow: tokenized context, precise prompts, human review, and production-ready code instead of demo-only output.

Question 2

How fast can a Vibe Coding sprint ship?

Accepted Answer

For well-scoped interfaces or MVP flows, visible results often land within days. The priority is not raw speed alone, but keeping system fidelity, UX quality, and code quality aligned.

Question 3

Does AI replace senior engineering in this model?

Accepted Answer

No. AI accelerates repetitive execution. Architecture, product judgment, quality gates, and system decisions remain senior work.

Question 4

When does a design system start paying off?

Accepted Answer

As soon as multiple people or teams work on the same product surface. That is when a design system cuts friction, prevents drift, and makes AI-generated code controllable.

Question 5

What do you typically deliver in a design-system project?

Accepted Answer

Usually token architecture, documented core components, usage rules, a live /design-system route, and a setup that keeps design and code synchronized.

Question 6

Do you work code-first or Figma-first?

Accepted Answer

Code-first. We build the system in code first and use Figma afterward for documentation and communication, not as a pre-engineering gate.

Question 7

Which AI tools do you actually use?

Accepted Answer

Depending on the task, mainly Claude, Cursor, ChatGPT, and Figma integrations. Tool choice follows output quality and controllability, not hype.

Question 8

How do you avoid generic AI output?

Accepted Answer

With design tokens, strict component rules, intentional art direction, and review loops. Without a system AI looks generic fast; with a system it becomes precise.

Question 9

Are your AI workflows enterprise-safe?

Accepted Answer

Yes, when governance and quality boundaries are explicit. We do not use AI blindly; we use it in controlled steps with clear review ownership.

Question 10

How fast is rapid prototyping with HARWAY?

Accepted Answer

Depending on scope, often a few days to two weeks. We bias toward the smallest build that creates real learning instead of long spec phases.

Question 11

Is your prototype code disposable?

Accepted Answer

No. We aim for production-adjacent substance. Not every prototype survives unchanged, but we actively avoid dead-end one-off code with hardcoded decisions.

Question 12

What does a project kickoff usually look like?

Accepted Answer

A short discovery call, a clear scope decision, and then a lean build plan. We try to get visible output into the browser early instead of hiding progress in documents.

Frequently asked questions — Vibe Coding, AI design & rapid prototyping

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FAQ list — Vibe Coding

Read more on the topic

Design Tokens 101: the foundation of scalable design architecture

AI-driven product design: how AI agents strengthen designers

Design Systems: the complete guide for 2026