About

Itay Weinberger.
A direct working relationship.

Joola is my independent practice designing bespoke AI harnesses for personal continuity. I work with you from the first map through the build, evaluation, and handover.

The working principle

Context should survive
a change of hands.

A useful system helps you understand where things stand after time away. When another person is meant to carry part of it, they need more than a collection of documents. They need a clear path, permissions, and somewhere to stop and ask.

I build around that practical requirement. Sources, uncertainty, review, and recovery belong in the design from the start.

I take a limited number of engagements. We work directly, agree the boundaries, and choose an implementation you or your designated maintainer can understand.

Inspect the illustrative method
What an engagement includes

Begin with one important loop

What needs to stay
within reach?

A short email about the situation and who may need to carry it is enough. Keep the first note general.

Start a conversation