◆ INDUSTRY

Engineering for edtech

Learning platforms, assessments, adaptive content, certification flows. We shipped Make It Real Academy + JobCannon's 1500+-skill engine.

◆ WHY MIR

Why teams pick us

Edtech-grade engineering

Learning platforms, assessments, adaptive content, certification flows. We shipped Make It Real Academy + JobCannon's 1500+-skill engine.

Senior, ship-first team

9+ years building outsourced product teams. We engineer like operators because we are operators — JobCannon, Make It Real Academy, Foundation.

Pain points we know

Adaptive assessments that don't break statistical validity · Cert + verifiable credentials done right. We design for these from day one, not as retrofits.

◆ SERVICES FOR EDTECH

What we build for edtech

Next.js

Production-grade Next.js builds — App Router, RSC, edge functions, Vercel deploys, ISR caching strategy that survives traffic spikes.…

React

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

AI / LLM apps

We build LLM products that ship — not chat demos. Cost ceilings, fallback paths, evals, observability, and a real moat beyond the prompt.…

RAG systems

Production RAG — chunking strategy, embedding choice, hybrid retrieval, reranking, evals. The 90% that gets ignored when teams stop at "vect…

React Native

Cross-platform mobile — iOS + Android — with native-feeling UX. Expo when it fits, bare workflow when you need native modules.…

◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.