// what I'm exploring

Three questions I'm working through.

Each one is a different question about using AI well, probed by building something real on Cloudflare Workers. Same way of working, three very different problems — and three very different stages.

running — built far enough to learn from, in real use · building — actively under construction · open question — a research question with a shape, no code yet

mcp-approval

running

Trust. Human-in-the-loop approval for AI agents — WebAuthn/passkey signing, WYSIWYS, fail-closed.

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mcp-knowledge

building

Memory. Durable, structured records and notes behind a service binding — off the public internet.

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voice-coach

open question

Voice. Exploring where spoken interaction genuinely beats typing — and how to build for it.

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