Studio
Software we build for our own work
We built these tools for our own work, and each one has its limits written beside it. Some are finished and some are still being built, and each page gives its status.
- Audit toolBuilding
Master Auditor
A tool that checks our websites and apps before release, and asks for proof behind every claim it makes.9 of 9 foundPlanted faults. In our evals, with no false alarms.Read about this tool - Model and skillIn use
Review sorter, built on Laya
A small open model we trained to sort Quran app reviews by their main complaint, in English and Arabic.73%Right overall. Against 47% for keyword counting, on 301 test reviews.Read about this tool
How we test
We test each tool against cases where we already know the right answer, such as a project we broke on purpose with faults planted in it for the auditor, and reviews we labelled by hand for the review sorter. When a tool falls short of our own bar, we say so, and the review sorter, for example, passes the reviews it is unsure of to Claude, an AI model, for a closer read.