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Switch primitive hand-tiled Q·Kᵀ / P·V from a deferred-K-sum tl.dot chain to per-block GemmCmd writes into a shared (M, N) out handle (implicit MAC-side accumulation). Full-shape coarse Q / K_T / V loads carry data-mode correctness; per-block DMAs remain for the streaming architecture dispatch story. The kernel now runs in engine mode end-to-end, so its 128K latency is measured instead of derived as primitive + Δdispatch. Drop the coarse-primitive baseline from the sweep and plots; keep the kernel file for reference. At S_kv=128K: primitive hand-tiled = 959.5 µs vs composite = 460.7 µs (2.08× from 5 235 vs 94 PE_CPU commands). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>