AI & I We Made a Document Editor Where Humans and AI Work Side by Side
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Mar 11, 2026 
Brandon Gell, Every’s COO, Kieran Klaassen, who leads Cora, and Austin Tedesco, Every’s head of growth, unpack a live doc editor built for people and AI to write together. They talk agent-native design, real-time co-writing, planning docs, multi-agent editing chaos, creative workflows, and why some AI-written docs are made more for other AIs than for human readers.
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Proof Shifted From Provenance Tool To Shared Workspace
- Proof emerged because AI now writes many planning docs, so teams need to see what humans actually reviewed and stand behind.
- Dan Shipper first built a Mac app showing purple AI text and green human text, then realized sharing and collaboration mattered more than provenance alone.
Agent Native Means Designing For External Agents
- Dan Shipper argues an app can be agent native without hosting its own agent if any outside agent can operate it cleanly.
- He says personal agents with rich context beat generic in-product copilots, while lightweight embedded LLMs may still help with summaries or traffic control.
Dan Used R2-C2 To Draft A Live Podcast Agenda
- Dan Shipper demos Proof by opening a blank browser doc, copying an agent link, and asking R2-C2 to generate a podcast agenda inside it.
- The session shows no login, live collaborators, and color-coded text where the agent writes in purple and Dan adds green human edits.