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- backend/src/graph/live.ts: materializePodGraph builds the graph from the real collections (pods, engineer_states, observations, collisions, interventions, outcomes) instead of the demo seed. Parses git-status paths, fuses git+vision, draws collides/warns/learned_from, computes live metrics + a column layout. - store.ts: loadPodGraph now prefers live → seeded team_model.graph → demo. - GraphView.tsx: light/shadcn theme (from the team-memory-theme work), composed from the ruixen primitives; node-shape encoding unchanged. - docs/graph.md: live data→graph mapping + fallback order. Typechecks clean. Not yet runtime-verified end-to-end (Atlas creds rotated again). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>