Agent CLI Runtime gives Ruby applications one stable integration layer for local coding-agent CLIs. It builds provider-specific commands from a shared request model, checks local versions and named capabilities, and normalizes usage and results afterward. Centralized profiles, environment rules, and parsers make agent providers easier to add, switch, and upgrade.