Multica gives your AI agent a VPS + 9am cron.

Autopilot magnifies tool-call mistakes — the wrong pattern runs daily.

ThumbGate blocks known-bad calls at the boundary. Local SQLite on the same VPS.

npx thumbgate init --agent claude-code

https://thumbgate.ai/guides/multica-thumbgate-setup
