Agentation

Agentation turns visual feedback on a user interface into structured context that AI coding agents can act on. Instead of describing a change in prose, a user clicks the element they mean, adds a note, and Agentation produces a precise, machine-readable description of what and where.

That output is pasted into Claude Code, Codex, or another AI tool, so the agent knows exactly which component the request refers to and does not have to guess from a vague instruction.

It is aimed at designers, product managers, and developers who review UI work and want to hand AI agents pointed, unambiguous change requests tied to specific elements on the page.