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Keep human judgment in the loop

Why memory, boundaries, and accountability belong at the foundation of useful tools.

A useful system should help people make better decisions. That starts with remembering the context of their work and making its own actions understandable.

Memory with purpose

Context should serve the person using the system. Remembering what matters means carrying forward relevant decisions and preferences, while giving people a clear understanding of how that context is used.

Boundaries before action

A tool that can act needs limits. Reading a file, changing it, and publishing it are different decisions. We build around that distinction: make the action clear, give it a defined scope, and preserve the evidence needed to review it.

Our ambition

We aspire to make capable technology feel dependable. People should be able to understand what happened, challenge a decision, and stay in charge of the work they care about.