{"id":"provisioning-to-optimized-execution","text":"FTL2 provides a complete pipeline from cloud provisioning to optimized execution: VMs are provisioned via cloud API, dynamically registered with add_host(), bootstrapped through two-phase registration, then managed through connection-pooled asyncssh with gate-optimized module delivery (pre-built zipapps, length-prefixed JSON, content-hash caching).","truth_value":"IN","source":"","source_url":"","source_hash":"","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"provisioning-to-optimized-execution","truth_value":"IN","reason":"premise"}]}}