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The author introduces Helix-AGI, an open-source agent harness that replaces JSON tool-calling with a dual-RWKV bicameral architecture pairing a conversational Speaking Head with a non-language Sensory-Actualizer Head, coupled in latent space and driven by a Habitus graph of learned habitual behaviors with real-time visualization.