Tally is winding down and my incredible team is available for hire. Roles across engineering, product, design, and marketing. I couldn't recommend them enough — check them out on Off the Bench.   •    Tally is winding down and my incredible team is available for hire. Roles across engineering, product, design, and marketing. I couldn't recommend them enough — check them out on Off the Bench.   •   

Questions I'm exploring

Open questions I keep coming back to. No answers yet — just directions I'm pulling on.

Thinking about one of these too? Reach out on Telegram or X.

What will personal memory look like for a general AI assistant?

Where does it live? How is it structured? Currently using Claude Code + Obsidian + QMD.

AIMemory

What will a product knowledge graph look like?

Insights, learnings, meeting transcripts, user interviews, feedback sessions, bug reports — all the context that helps humans and agents make informed decisions. Currently using Claude Code + Obsidian + Ars Contextia.

Knowledge graphsProduct

How will people discover the best tools and workflows for AI?

There are new developments every day. Twitter is a fire hose. How do you reliably know what's best for a given workflow? I recently came across Matrix.

AIDiscovery