A React Native SaaS app where every feature is shipped through AI agents following a strict architecture playbook — from Figma design to production PR in one automated loop.
Every screen designed in Figma, built by AI agents, shipped to production.
Vibe coding isn't just about speed. It's about shipping a product that is consistent, testable, and ready to scale — without technical debt piling up from day one.
From Figma design to a working, tested screen in a fraction of the time. No boilerplate, no guessing — the AI agent follows your playbook and ships.
Every feature ships with tests, accessibility, multi-language support, and a feature doc — not as an afterthought, but enforced by the process itself.
Strict module boundaries, typed navigation, and 60+ enforced rules mean no hidden knowledge. A new developer — or an AI — can onboard and contribute in hours.
A developer describes a feature in plain language. The AI agent reads the Figma design, follows the architecture rules, implements the code, writes tests, updates docs, and opens a pull request — no boilerplate, no guessing.
60+ rules across architecture, i18n, accessibility, testing, and naming enforce consistency without manual review overhead.
Each agent is confined to an allowed-files list per feature doc. It cannot touch unrelated modules, core, or shared code.
The agent writes the screen, controller hook, data layer, i18n keys, style file, test file, and docs update in one shot.
Every number below is a result of the vibe coding process — not heroics, just a repeatable system that removes the slowdowns from software delivery.
Logic flows in one direction. Screens render UI only. Controllers own behaviour, search, and navigation. The data layer owns API calls via the single HTTP client. No screen calls the API directly — ever.
Each feature lives in its own module with a strict public API
(index.ts). Cross-module imports are only allowed through
that public surface — never deep into screens, services, or data files.
A complete, production-ready mobile app — not a prototype. Every screen, flow, test, and doc was delivered as part of the engagement.
anyThe agent enforces rules at write-time and the CI gate catches anything missed. Nothing ships with hardcoded strings, skipped tests, console logs, or type errors.
Every user-visible label, title, error, and placeholder goes through t('namespace:key'). Multiple language translations ship together.
Every interactive element has an accessibilityLabel, accessibilityRole, and ≥44pt touch target — enforced by rule.
The agent writes unit and integration tests for every new screen and controller. No feature ships without test coverage.
Feature docs are updated in the same commit as the code — doc drift is caught at pre-commit.
All routes use typed param lists. Route names and params are compile-time checked — no runtime route mismatches.
No hardcoded hex, px, or magic numbers. All colors, spacing, and typography come from shared/theme tokens synced from Figma.