Interests / the questions behind the work

What keeps pulling me in.

I am most interested in systems whose behavior becomes clearer when you can trace the full loop.

01 / Runtime

Agent runtimes & harnesses

How context, model calls, tools, permissions, memory, and feedback become one coherent execution system.

  • Agent loop
  • Tool execution
  • Context assembly
02 / Evidence

Observable event-driven systems

Separating durable facts from live progress, preserving ordering, and making state transitions easy to inspect and replay.

  • Event streams
  • State machines
  • Tracing
03 / Ownership

Local-first AI tooling

Useful interfaces that keep sensitive logs, prompts, tokens, paths, and credentials under the operator’s control.

  • Privacy
  • Local metadata
  • Operator control
04 / Method

Learning through executable slices

Turning a complex architecture into one runnable path, then expanding it with tests and concrete evidence.

  • Vertical slices
  • Tests
  • First principles
05 / Desktop

Linux desktop as a system

ArchLinux and the Wayland compositor stack (KDE, Hyprland, end-4 dotfiles) as a daily driver — configuration shaped into a maintained craft.

  • ArchLinux
  • Hyprland
  • KDE
  • dotfiles