Writing
Open questions, methods, and what the work made clear.
Research notes, empirical studies, and working papers produced while investigating tool-using agents, local inference, and the systems around them.
Jun 2026
Notebook
Local systems notebook
Implementation notes on private inference, routing, observability, and evaluation across small local systems.
Forthcoming
May 2026
Design study
Interface studies 01
Experiments in exposing system state without turning complex software into a wall of controls and dashboards.
Forthcoming
Apr 2026
Working paper
Evaluation beyond a single score
A framework for comparing reliability, recoverability, latency, and human oversight across agent workflows.
Forthcoming
Sep 2026
Research note
Portable context
An investigation into whether AI assistant context can move across providers, what the incentives allow, and what a neutral layer would require.
Jul 2026
Research note
Context as infrastructure
A practical model for separating task framing, evidence, state, and durable memory in tool-using agent systems.