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Local-first AI runtime that routes 10k+ solver descriptors at warm p99 0.05 ms (1000/1000 hits, zero fallback) and spawns 1004 live agent clones in 120 s. Hex-mesh routing, MAGMA-audited provenance, agent-bridge autonomy fabric. Profile S (fully offline) or Profile L (opt-in cloud). BUSL.