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About Joinery

Every generation of creatives gets a new tool that threatens to average their work. Joinery teaches you to keep your work yours — the methodology for making AI work for your practice, not the other way around.

The methodology comes from a classroom, not a lab. In special education, designing around how each student actually processes isn't optional — it's federal law. Ignore the plan and you get compliance. Design around it and you get learning. Three years of applying that same question to AI, documented in six published papers.

The structure should read the room. And when the room changes, the structure should change first.

Peter Salvato

Peter Salvato

Peter Salvato spent twenty-five years watching tools reshape creative practice — screenprinting, then desktop publishing, then the web, now AI. Each time, the practitioners who kept their work theirs were the ones with a methodology. The methodology underlying Joinery was learned in a self-contained special education classroom in Sunset Park, Brooklyn: twelve students, every subject, twelve individual plans, no other teacher running the room. Each plan was a living document — not a compliance artifact, but a description of how this particular person learns, updated as you learn more about them. Ignore that plan and the student complies but doesn't learn. Design around it and the material lands. That's the same question applied to AI.

This is not a theory. It is a practice built across 25 years of making things in rooms where the gap between intent and execution was the whole problem: classrooms, print shops, construction sites, recording studios, enterprise platforms, and AI systems.

Design Education School of Visual Arts: Christoph Niemann and Nicholas Blechman taught that every mark carries meaning — precision as discipline. James Victore taught that your instinct is the material — fierceness as honesty. The synthesis: communicate with fierce specificity. Brooklyn College (M.A. program in education). Kingsborough Community College (taught intro to graphic design and visual studies). NYC Department of Education (special education, self-contained classroom, Sunset Park).
Design Practice 25 years across graphic design, print production, brand systems, and product design. 12 years as product design lead in enterprise software. Brand systems for independent businesses. The methodology comes from design practice, not from engineering.
Research Six published whitepapers with DOIs. Accommodation Design, Input Inversion, Prosthetic Cognition, Semantic Hierarchy, Lens Extraction, Voice Governance. Citations include Sweller, Cowan, Murdock, Liu et al., Bock, Pennebaker, Flower & Hayes, Bereiter & Scardamalia, Wong et al.
Infrastructure 130+ working AI skills, agents, and voice protocols in daily production use. The tooling the methodology describes is the tooling the founder uses.