Al Marfa Technologies

Built by AI agents.Checked twice, released by people.


Al Marfa is an engineering studio. Our AI agents do the building, a second set of agents checks the work without seeing the first, and a person decides what ships.

How it works

Three steps, every time.

  1. Agents build.

    Several AI agents work in parallel on code or content, each inside limits we set: what it may touch, and what proof it must return.

    19,548

    word meanings matched in one Qur'an run
  2. Agents check each other.

    A second agent does the same job without seeing the first. Where they agree, the work passes. Where they differ, a third decides.

    83%

    settled by two agents agreeing, no third look needed
  3. A person decides what ships.

    What the agents could not settle goes to a reviewer, with a random sample of the rest. Every verdict and correction stays in the repository, and the owner reads them before a release.

    362

    words set aside for that final review, out of 19,548

    Owner's read of the word maps: in progress

What we do

We build it, we check it, and we keep the ground under it solid.

  1. Build with agents

    The structure around the model: what an agent may touch, how many can run at once, and how a large migration gets done by them safely.

  2. Check the work

    Independent review and measurement, so code and content made by AI can be trusted with a stated error rate rather than on faith.

  3. Keep the architecture sound

    Codebases with clear boundaries that both teams and agents can find their way around. This is where we started.

Latest case study

We publish the numbers, including the misses.

Contact

Want agents doing real work in your system?

Tell us where you are. We will say plainly whether we can help, and how.

hello@almarfa.co