Multi-agent systems · Model evaluation
Ben Bishop
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
About
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.
What I'm Building
grok-plugin-cc
Claude Code review and rescue workflows backed by Grok Build
Technology stack: JavaScript · Shell · Claude Code Plugin SDK · Grok Build CLI
Mission Control
Unified AI usage dashboard across coding agents and local inference
Technology stack: React · TypeScript · Vite · Tailwind · Express · SQLite · Bun · TanStack Query · SSE
local-model-plugin-cc
Claude Code review and rescue workflows backed by local models
Technology stack: JavaScript · Shell · Claude Code Plugin SDK · codex CLI
Recent Writing
Adding Grok support to Mission Control
How Grok Build CLI became a first-class source in Mission Control: desktop collector, source filter, sessions, activities, and honest status lights.
Grok Build for Code Review in Claude Code
A look at grok-plugin-cc, a Claude Code plugin that routes review and rescue workflows through xAI's Grok Build CLI, with setup, safety gates, and test results.
Mission Control: unified AI usage after the OpenClaw pivot
What Mission Control is today - a multi-source usage and runtime dashboard - and how it was rebuilt from an OpenClaw-only activity feed into collectors for Claude Code, Codex, Hermes, ComfyUI, and more.