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description = "Provider-agnostic AI for Katari: one request seam (ai.infer_step) with interchangeable Gemini, OpenAI and Anthropic providers, one turn loop (ai.take_turn), one serving mechanism (ai.serve_observations) — and, over them, the route: `use ai.route()` opens the nursery the AIs live in, `ai.spawn` hires one per line, `ai.mail` carries a report from any of them into another's mailbox, and `ai.dismiss` lets one go. Several AIs run genuinely concurrently: the provider and the breaker serve the seam from parallel handlers, and the breaker's state lives in the store rather than in a queue."