Miruten — Kuala Lumpur, Malaysia

Code studio for AI application and smart system

Content studio

System building

AI development

We publish programming knowledge and source code in the open, ship systems you can own outright or subscribe to, and develop AI technology of our own.

Two things we do: teach it in the open, and build it for production.

We are AI engineers
Building a future
of advanced technology

Machine learningAI modelsAI toolsAI applicationsAI researchAI agentsModel fine-tuningComputer visionNatural language processingAI Smart systemsIntelligent agentsMLOpsMachine learningAI modelsAI toolsAI applicationsAI researchAI agentsModel fine-tuningComputer visionNatural language processingAI Smart systemsIntelligent agentsMLOps

What we do

Two things, and we do both properly

One side publishes knowledge and source code. The other builds the systems that knowledge comes from.

01

Content studio

Knowledge and source code, shared in the open

We publish what we learn building real systems — written breakdowns, walkthroughs, and the working source code behind them. Read it, run it, build on it.

  • +Programming knowledge taken from production work
  • +Source code you can clone, not snippets you can't run
  • +Written for builders, with no filler

02

System building

Software systems you can own outright or subscribe to

We design and build web applications and software systems for anyone — a solo operator, a small business, or a company. Mainly automation, AI and AI Smart systems.

  • +Automation systems that remove manual work
  • +AI systems that sit inside the work people already do
  • +AI Smart systems that sense, decide, and act on their own

What we provide

Systems built for production, not demos

Mainly automation, AI, and AI Smart systems — delivered as a web application, a hosted product, or software running on a device.

01

Automation systems

Workflows, integrations, and back-office processes that run correctly without anyone watching them.

02

AI systems

Models, agents, and inference wired directly into the systems your work already runs through.

03

AI Smart systems

Intelligent products that sense context, decide what to do next, and act — built around AI, not bolted on later.

04

Web applications

Dashboards, portals, and internal tools built to stay fast and maintainable for years.

05

SaaS products

Multi-tenant products with accounts, billing, and day-two operations handled end to end.

06

Knowledge & source code

The engineering behind the work above, written up and published for other builders.

AI technology

We develop AI technology, not just wire it up

Alongside client systems, MIRUTEN researches and develops its own AI — machine learning, models, tools, and applications — working toward genuinely advanced technology instead of thin wrappers around someone else's API.

Talk about AI work
studio.ts — MIRUTEN

01const studio = { name: "MIRUTEN" }

02studio.focus = ["automation", "ai", "ai-smart"]

03const data = await load("./ops-events.jsonl")

04const model = train(data, { epochs: 12 })

05deploy(model).toedge device

06export const pipeline = automate(process)

07pipeline.run({ humansInTheLoop: 0 })

08publish(repo, { license: "MIT" })

09✓ shipped: working system + source code

01const studio = { name: "MIRUTEN" }

02studio.focus = ["automation", "ai", "ai-smart"]

03const data = await load("./ops-events.jsonl")

04const model = train(data, { epochs: 12 })

05deploy(model).toedge device

06export const pipeline = automate(process)

07pipeline.run({ humansInTheLoop: 0 })

08publish(repo, { license: "MIT" })

09✓ shipped: working system + source code

Machine learning

Training, evaluation, and deployment pipelines we run and maintain ourselves.

AI models

Fine-tuned and purpose-built models aimed at narrow, high-value tasks.

AI tools

Developer and operator tooling that makes models usable in daily work.

AI applications

Products where the model is the product rather than a bolted-on feature.

AI research

Open experiments and findings, published together with the code.

AI Smart systems

End-to-end intelligent products that perceive, decide, and act — the system itself is smart, not just automated.

Two ways to buy

Own the build, or subscribe to it

Same engineering either way. The only question is whether you want the system on your books or on ours.

One-time build

Own it outright

We scope it, build it, hand over the source, and you keep it. One fixed price, no recurring fee.

  • +Full source code and ownership
  • +Runs on infrastructure you control
  • +Support retainer only if you want one
Scope a build

SaaS subscription

We run it, you use it

The same system delivered as a hosted product. Hosting, updates, and monitoring are ours to worry about.

  • +Hosting, updates, and monitoring included
  • +No large upfront build cost
  • +Move to full ownership later
Start a subscription

FAQ

Straight answers about MIRUTEN

Short definitions for what we are, what we build, and how you can work with us.

What is MIRUTEN?

MIRUTEN is a code studio based in Kuala Lumpur, Malaysia. It does two things: publish programming knowledge and source code, and build software systems — mainly automation, AI, and AI Smart systems — that clients can own outright or run as a subscription.

What does MIRUTEN build?

MIRUTEN builds automation systems, AI systems, AI Smart systems, web applications, and SaaS products. The focus is production software for anyone who needs it — solo operators, small businesses, and companies — not demos.

Does MIRUTEN develop its own AI technology?

Yes. Alongside client work, MIRUTEN develops AI technology including machine learning, AI models, AI tools, AI applications, AI research, and AI Smart systems, with the goal of building more advanced technology rather than wrapping third-party APIs.

Can I buy a MIRUTEN system as a one-time build or as SaaS?

Both. A one-time build means MIRUTEN scopes and ships the system, then hands over the source so you own it. A SaaS subscription means the same system is hosted and operated by MIRUTEN, with hosting, updates, and monitoring included.

What content does MIRUTEN publish?

MIRUTEN publishes programming knowledge, open source code, build logs, and AI research notes taken from real systems the studio has shipped — written for builders who want to read, run, and reuse the work.

Where is MIRUTEN based, and who can hire them?

MIRUTEN is based in Kuala Lumpur, Malaysia, and works remotely with clients in Malaysia and internationally. Anyone can hire the studio — individuals, small businesses, or companies that need automation, AI, or AI Smart systems.

Tell us what should be automated

Describe the process, the product, or the device. We will tell you what it takes to build it and what it costs to run.