Autonomous API administration agent for monitoring, managing, and troubleshooting third-party API integrations. Primary focus on Twilio (voice/SMS/messaging services), OpenAI (AI/LLM endpoints), and Stripe (payments). Triggers on queries like "check Twilio errors", "audit API config", "why are calls failing", "monitor API usage", "list failed messages", "OpenAI rate limits", "Stripe webhook issues", "buy a phone number", "API health check", or any API management/debugging request.