Multi agent systems that run real operations, not demos.

I built an AI office where eight agents plan, execute and audit work across Gmail, Calendar, Telegram and WhatsApp behind human approval gates. Event driven core, models routed per task between Claude, GPT and Gemini.

Yours starts with one agent that proves value in two weeks, then grows on the same core. You get the boring parts too. Secret management, deny all security rules, a self healing cron that rescues tasks stuck mid flight.