Some ideas need to run.Others need to be written down.

A working set on agents, interfaces, and making complex systems legible.

Current threads

Questions in progress, expressed through software and writing.

Interfaces beyond the transcript

AI output becomes more useful when it can be moved, inspected, and recombined.

Agents with observable state

Autonomy is easier to trust when execution leaves a durable, inspectable trace.

Writing

A Chat Log Is Not a Knowledge Structure

Conversation happens in time, research branches by relation, and the result still needs an editorial form.

Read the essay

Projects

Working forms for the questions above.

All projects