Writing

Insights

Literacy over hype. Notes on responsible AI, product craft, instructional design, and small-business systems.

Anti-hype AI framing

AI as a bounded tool with human interception, not an oracle. Deterministic containment, transparent architecture, and agency interleaving.
Local-first and API isolation

Keep sensitive work close. Isolate third-party APIs. Prefer reversible integrations and visible data provenance.
Proof through interaction

Why portfolio pages explain products while product subdomains run them. Working artifacts over slide decks.