commandcode.ai
The Shell Tool | Command Code
The token efficiency frontier: we priced 23 shell-tool capabilities by the tokens each one saves, benchmarked ten coding agent harnesses from source at pinned commits, and our curve is the frontier at every step. Background execution, wake-ups instead of polling, cursor reads, honest exit codes, and kill by port.