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Same strategy as P2: one fresh Opus-4.8 subagent per phase, each handed a complete zero-context brief, dispatched sequentially as each predecessor lands (P3 pipeline needs P2's correct kernel, P4 tune needs P3, P5 enable needs P4). Shared DGX/harness/commit boilerplate factored into a COMMON section; each phase brief carries its goal, incremental steps, acceptance gate, and a splice note for the prior phase's actual deliverable. Assisted-by: Claude:opus-4.8 [Claude Code] Signed-off-by: Ettore Di Giacinto <mudler@localai.io>