The laptop test: a day using Barge
An illustrative Barge workflow: start a bounded cloud session, close the laptop, queue follow-ups while it is alive, and review the PR later.
Multi-agent systems · Model evaluation
Building multi-agent systems, frontier model evaluation tooling, and honest findings from work that has to survive outside the demo.
bshp.io · research · systems · shipping
I build multi-agent systems and tools for evaluating language models. Most of it starts as something I needed myself; I open-source or write up the useful bits.
I'm biased toward small systems I can run and measure - demos are easy, keeping something useful is harder. The projects and articles here are notes from that process: what worked, what broke, and what I'd try next.
I use Barge, my cloud runner for coding agents, to build and maintain this site and my projects.
Portable resume skills that import unfinished Codex and Grok sessions into Claude Code or Devin
Technology stack: JavaScript · Node.js · Claude Code Plugin SDK · Devin Plugins
Cloud runner for coding agents
Technology stack: Linear · Claude Code · Codex · Cloud workers
Content-collection-first llms.txt for Astro
Technology stack: TypeScript · Astro · Zod
An illustrative Barge workflow: start a bounded cloud session, close the laptop, queue follow-ups while it is alive, and review the PR later.
A look at resume-plugin-cc, a plugin that imports unfinished Codex or Grok sessions into a fresh Claude Code or Devin session as a bounded, redacted handoff, with the safety rules that come with it.
Install the Barge CLI, connect your account, start a cloud session or local handoff, and understand when follow-up messages are available.