{"id":"local-remote-execution-continuum","text":"FTL2 optimizes execution across the entire local-to-remote continuum: local operations bypass SSH and gate overhead entirely using direct subprocess/pathlib for cloud API calls, while remote execution uses SSH connection pooling, gate-cached zipapps, and length-prefixed JSON protocol — with the same modules and API working identically in both modes.","truth_value":"IN","source":"","source_url":"","source_hash":"","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"local-remote-execution-continuum","truth_value":"IN","reason":"premise"}]}}