Stay in a rich interactive loop when you are exploring, then drop to `savfox exec` when you need repeatable, automation-friendly one-shot runs.

Expose Savfox through HTTP and WebSocket APIs with session control, approvals, logs, and integration points that feel more like infrastructure than a demo.

Bring the same agent into Discord, Telegram, Slack, and Matrix so teams can trigger real work where they already collaborate.

OpenAI, Anthropic, Google, Ollama, and any serious OpenAI-compatible endpoint can fit the same workflow without rethinking the stack.

Combine approvals, workspace sandboxing, and platform-native isolation so automation stays powerful without becoming reckless.

CLI, TUI, gateway services, and the web client all lean on a Rust-first stack, which means lower overhead, tighter deployments, and a runtime profile built to stay fast under real load.