engineering studioAI speed, engineering discipline

AI writes it.
An engineer signs it.

Agents produce code fast. What they cannot do is decide what should exist, or prove that what shipped actually works. That part stays human, and that is what we sell.

Start a project See a product we shipped

What we build

// fixed scope · fixed price
01 Product from zero Architecture, code, tests, deployment. A working first version, not a prototype that dies in a demo. from $4,500 · 2–4 weeks
02 AI systems Agents, retrieval over your own documents, content pipelines, integrations that survive months in production. from $4,500 · 3+ weeks
03 Vibe-code audit You have something built with AI and nobody knows if it holds. We read it, break it, and hand you a repair plan. from $700 · 5–7 days

Proof, not promises

// shipped september 2026

Dark Studio is a full application for photographers: it ingests memory cards, culls the shoot, develops raw files, retouches skin and delivers client sets. It also finds a frame by description, offline, on the photographer's own machine.

It took 2 weeks from idea to installers for Windows and macOS. Not a landing page with a waitlist: a program people install and use. We gave it away for free, because the point was to prove the method.

The commercial equivalent, Aftershoot Complete, costs $540 a year and does less of the pipeline. You can open the shoot in your browser right now and click through what the program decided.

The app is free and the source is open. The interface speaks English, German, Spanish and Russian, and picks the language of your system.

Windows 10 or 11, 64-bit · macOS on Intel and Apple Silicon. First launch downloads about 700 MB and takes up to half an hour, later starts take seconds. Source code: github.com/misterserj-create/dark-studio.

Time to first release
2 weeks
Automated tests
869
Platforms
Windows · macOS
Frames in the demo shoot
304
Where it runs
the user's own computer
Price to the user
free

How the work is gated

// every project, no exceptions
01Architecture

Decided before a line of code. Agents are fast at building the wrong thing.

02AI build

Agents write. Volume is cheap now, so we spend the savings on everything below.

03Adversarial audit

A second model attacks the result. Findings are checked against the code, not trusted.

04Human gate

An engineer reviews and answers for what ships. This is the part you are paying for.

05Verified deploy

Preview, measurement, then production. We report what we measured, including what failed.

Terms worth knowing

You own everything. Code, server, accounts. No proprietary runtime, no hosting lock-in, no monthly fee for the right to keep your own product running.

We tell you where it is weak. Every project ships with a written list of what we did not solve and what we measured badly. It is a shorter list than the marketing one, and a more useful one.

We work remotely, in English, wherever you are. No offices to visit, no time zones to argue about.

Write in plain words what you need, in either language. You get an answer with a scope, a price and a date – not a discovery call.