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Thoughts on design, product development, and digital experiences.

Who is Talking Now? Designing for AI as a Mediator
February 13, 2026

Who is Talking Now? Designing for AI as a Mediator

When AI agents change contexts, users lose track of who's speaking and on whose behalf. Here's the systems-level design framework that preserves trust across multi-context interfaces.

Helping B2B SaaS teams build products that work as well as they look.

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