Target: 6.4 sps → 50+ sps by capturing the entire per-step pipeline into ONE cuGraphLaunch. Four prerequisite phases: lobsim raw_launch, LR controller to GPU kernel, PER to main stream, then mega-capture. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>