◆ REACT × AI / ML STARTUPS

React development for AI/ML startups

Senior React engineers — hooks, suspense, server components, performance budgets, accessibility audits, design-system work. Tuned for ai / ml startups — From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.

◆ WHY MIR

Why teams pick us

AI / ML startups-grade engineering

From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.

React where it counts

Senior React engineers — hooks, suspense, server components, performance budgets, accessibility audits, design-system work.

Senior team, no pyramid

9+ years building outsourced product teams. Every engineer is a senior shipping production code — not a 5-person team with one architect on top.

◆ AI / ML STARTUPS PAIN POINTS WE SOLVE

Where React meets ai / ml startups

Evals that catch regressions before users do

We've shipped this in production. We design for it from day one — not as a retrofit.

Cost ceilings on LLM calls

We've shipped this in production. We design for it from day one — not as a retrofit.

RAG pipelines that survive real document corpora

We've shipped this in production. We design for it from day one — not as a retrofit.

Production observability for non-deterministic systems

We've shipped this in production. We design for it from day one — not as a retrofit.

◆ STACK

What we build with

React 19 TypeScript Vite / Next.js TanStack Query Zustand / Redux Toolkit Tailwind / CSS-in-JS Storybook Playwright
◆ PROCESS

How we ship

  1. Audit your existing app or design system.
  2. Scope a vertical slice with measurable user-facing wins.
  3. Ship in 2-week increments with per-PR performance budgets.
  4. Hand off with documentation, tests, and on-call coverage.
◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.