Production engineering · End-to-end delivery

Built for the real world.

We partner with teams to ship web platforms, APIs, AI systems, and cloud infrastructure. Built by engineers who've operated what they've built.

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  • Production systems
  • End-to-end delivery
  • Senior engineers
01Discover
02Design
03Build
04Ship

Stack

Our stack

Technologies we reach for when building for production — chosen for reliability, velocity, and long-term maintainability.

Frontend

  • Next.js
  • React
  • TypeScript
  • Tailwind CSS

Mobile

  • React Native

Backend

  • Python
  • Node.js
  • Golang

AI

  • LangChain
  • LangGraph
  • OpenAI
  • Anthropic
  • MCP
  • RAG pipelines

Cloud & ops

  • AWS
  • GCP
  • Docker
  • Kubernetes
  • Terraform

Services

What we build

End-to-end engineering for teams that need production systems — from AI-powered features to cloud infrastructure and long-term support.

Web, APIs & backend systems

End-to-end product engineering — customer-facing platforms, APIs, and backend services built for clarity, performance, and scale.

Mobile app development

Cross-platform iOS and Android apps with React Native — shared codebase, native performance, and production-ready releases.

AI & intelligent systems

Production-ready AI built into your product — LLM integrations, agents, and retrieval pipelines you can ship and operate.

Cloud & infrastructure

Infrastructure you can operate with confidence — automated deployments, observability, and resilient production environments.

Architecture & advisory

Technical leadership when you need a steady hand — system design, codebase reviews, and roadmap planning.

Work

Selected work

Representative engagements — production systems shipped with clear architecture, tight delivery, and long-term support.

Multi-tenant SaaS platform

www.volts.my

Production SaaS platform — Next.js frontend, Django backend, and Docker-based deployment.

  • Next.js
  • Django
  • Docker

Production AI agent system

door.cloud

Agent workflows with tool use, retrieval, and human-in-the-loop review — integrated into an existing enterprise product.

  • LangChain
  • LangGraph
  • MCP
  • Python

Legacy modernization

door.cloud

Phased migration from monolith to services — architecture RFCs, strangler-pattern rollout, and zero-downtime cutover.

  • Golang
  • Architecture
  • Kubernetes
  • PostgreSQL

Factory ERP

erpwms.hamim.dev

Factory ERP and workshop operations platform — job tracking, inventory, and team workflows with secure email-based sign-in.

  • Next.js
  • Django
  • PostgreSQL

ProposelyAI

www.proposelyai.pro

AI-powered proposal platform — generate, customize, and send business proposals with section tracking, e-signatures, and team collaboration.

  • Next.js
  • AI
  • Python

More open-source work and case studies on GitHub.

Browse more

We build software that survives contact with the real world.

Runtime Mirror is an engineering studio rooted in production systems — pragmatic, direct, and focused on work that ships and lasts.

Process

How we work

A clear path from idea to production — structured enough to de-risk, flexible enough to adapt as you learn.

  1. Discover

    We align on goals, constraints, and success metrics — mapping the problem before writing code.

  2. Design

    Architecture, scope, and delivery plan — documented decisions your team can build on.

  3. Build

    Iterative development with regular demos, code review, and tight feedback loops.

  4. Ship & support

    Production launch, handover, and ongoing support — systems that stay healthy after day one.

Contact

Let's build together

Share where you are today and where you want to go — we'll reply within one business day.

About us

A studio shaped by production

Runtime Mirror is a hands-on engineering partner for teams building web platforms, APIs, AI features, and cloud infrastructure.

We keep engagements lean and communication direct — fewer layers, clearer decisions, and systems your team can run long after launch. Whether you need a full build or senior support on an in-flight project, we show up with the same bar: ship work that holds up under real traffic, real users, and real operations.

Production-first

Every decision tested against real load, real users, and real operations.

Direct & lean

Senior engineers in the room — no layers between you and the work.

Built to last

Clear handover, documented systems, and support after launch.