Ryan's Musings

The Capability Arbitrator is a "capability-first traffic controller" for AI agent ecosystems. Instead of loading every available tool into a single bloated agent, it dynamically decides whether a task should use a specific Model, an MCP server, an Agent Skill, deterministic code, or a Human-in-the-loop reviewer.