feat(graph): continual-learning graph data model + dark-Bauhaus viz
Adds the team_model graph layer (the "it learned" view) and its visualization,
per docs/graph.md. Demo-backed first; built on origin/main conventions.
- shared: PodGraph / node / edge / metric types + GraphNodeDoc / GraphEdgeDoc
- backend/src/graph: demo graph data; Mongo store (loadPodGraph w/ demo
fallback, seedGraph, reachFrom via $graphLookup); graph:seed script
- backend/src/server.ts: additive GET /api/pods/:id/graph + /graph/reach/:node
- frontend: dark-Bauhaus GraphView + fetch helper, reachable from a
"Team memory" toggle in App.tsx
- docs/graph.md: spec (data model, $graphLookup, API, demo-first plan)
Demo-backed: the route serves a grounded demo graph when team_model has no
graph yet; graph:seed writes team_model + graph_nodes/graph_edges so the
$graphLookup traversal is real. Swap loadPodGraph to live team_model later.
Known follow-ups before merge: branch is based on 65a0791; origin/main is now
at 1294b84, so this needs a rebase + App.tsx conflict resolution (teammate
rewrote App.tsx with live room view / one-click join).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
sb-iam
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import type { PodGraph } from '@podman/shared';
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/**
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* Demo continual-learning graph, grounded in the demo-pod crew. Used as the
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* served graph until the ingest pipeline populates `team_model.graph`, and as
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* the seed for the `graph_nodes` / `graph_edges` collections. The hero path —
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* Karti + Yahya editing auth.ts -> collision -> sync PR -> *learned: Karti owns
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* auth* — is the continual-learning story the demo lights up.
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*/
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export function createDemoPodGraph(podId: string): PodGraph {
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return {
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podId,
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generatedAt: new Date().toISOString(),
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metrics: [
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{
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label: 'Learned owners',
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value: '5',
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detail: 'Ownership edges retained from accepted interventions.',
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},
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{
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label: 'Open risk paths',
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value: '2',
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detail: 'auth.ts and the memory API have converging editors.',
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},
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{
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label: 'Accept rate',
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value: '86%',
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detail: 'Interventions accepted this session (+14%).',
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},
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],
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nodes: [
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{
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id: 'engineer:shakthi',
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kind: 'engineer',
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label: 'Shakthi',
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summary: 'Owns the team-memory graph + visualization.',
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weight: 0.8,
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status: 'active',
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x: 78,
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y: 70,
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},
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{
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id: 'engineer:karti',
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kind: 'engineer',
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label: 'Karti',
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summary: 'Learned owner of auth; backend + DB wiring.',
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weight: 0.9,
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status: 'learned',
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x: 78,
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y: 188,
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},
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{
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id: 'engineer:yahya',
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kind: 'engineer',
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label: 'Yahya',
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summary: 'Editing auth.ts with unpushed changes.',
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weight: 0.82,
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status: 'risk',
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x: 78,
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y: 300,
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},
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{
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id: 'engineer:ramis',
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kind: 'engineer',
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label: 'Ramis',
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summary: 'On the memory store + agent pipeline.',
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weight: 0.66,
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status: 'stable',
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x: 78,
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y: 404,
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},
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{
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id: 'engineer:zander',
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kind: 'engineer',
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label: 'Zander',
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summary: 'Owns the realtime pod + capture.',
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weight: 0.6,
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status: 'stable',
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x: 214,
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y: 440,
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},
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{
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id: 'file:auth.ts',
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kind: 'file',
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label: 'auth.ts',
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summary: 'Hot file — two live editors before push.',
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weight: 0.92,
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status: 'risk',
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x: 300,
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y: 150,
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},
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{
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id: 'file:memory-store',
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kind: 'file',
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label: 'memory/store',
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summary: 'Shared memory API surface.',
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weight: 0.72,
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status: 'active',
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x: 250,
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y: 330,
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},
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{
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id: 'feature:continual-memory',
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kind: 'feature',
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label: 'continual memory',
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summary: 'Atlas team_model + Voyage recall.',
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weight: 1,
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status: 'active',
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x: 442,
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y: 300,
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},
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{
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id: 'feature:realtime-pod',
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kind: 'feature',
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label: 'realtime pod',
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summary: 'LiveKit screen stream in.',
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weight: 0.8,
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status: 'active',
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x: 360,
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y: 418,
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},
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{
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id: 'collision:auth',
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kind: 'collision',
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label: 'auth.ts overlap',
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summary: 'Karti + Yahya editing auth.ts, unpushed — git cannot see it.',
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weight: 0.95,
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status: 'risk',
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x: 440,
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y: 118,
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},
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{
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id: 'intervention:sync-pr',
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kind: 'intervention',
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label: 'sync PR',
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summary: 'PodMan offered to open a draft sync PR.',
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weight: 0.7,
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status: 'learned',
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x: 622,
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y: 118,
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},
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],
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edges: [
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{
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id: 'e1',
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source: 'engineer:karti',
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target: 'file:auth.ts',
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kind: 'owns',
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label: 'owns',
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strength: 0.9,
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},
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{
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id: 'e2',
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source: 'engineer:yahya',
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target: 'file:auth.ts',
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kind: 'editing',
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label: 'edits',
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strength: 0.8,
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},
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{
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id: 'e3',
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source: 'engineer:karti',
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target: 'collision:auth',
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kind: 'collides',
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label: 'in',
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strength: 0.85,
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},
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{
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id: 'e4',
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source: 'engineer:yahya',
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target: 'collision:auth',
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kind: 'collides',
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label: 'in',
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strength: 0.85,
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},
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{
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id: 'e5',
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source: 'file:auth.ts',
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target: 'collision:auth',
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kind: 'touches',
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label: 'hot',
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strength: 0.7,
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},
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{
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id: 'e6',
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source: 'collision:auth',
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target: 'intervention:sync-pr',
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kind: 'warns',
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label: 'nudges',
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strength: 0.9,
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},
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{
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id: 'e7',
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source: 'intervention:sync-pr',
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target: 'engineer:karti',
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kind: 'learned_from',
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label: 'learned: owns auth',
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strength: 0.6,
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},
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{
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id: 'e8',
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source: 'engineer:ramis',
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target: 'file:memory-store',
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kind: 'editing',
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label: 'edits',
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strength: 0.7,
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},
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{
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id: 'e9',
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source: 'engineer:karti',
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target: 'file:memory-store',
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kind: 'editing',
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label: 'edits',
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strength: 0.5,
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},
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{
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id: 'e10',
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source: 'file:memory-store',
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target: 'feature:continual-memory',
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kind: 'touches',
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label: 'persists',
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strength: 0.8,
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},
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{
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id: 'e11',
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source: 'engineer:shakthi',
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target: 'feature:continual-memory',
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kind: 'owns',
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label: 'models',
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strength: 0.85,
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},
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{
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id: 'e12',
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source: 'engineer:zander',
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target: 'feature:realtime-pod',
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kind: 'owns',
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label: 'owns',
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strength: 0.75,
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},
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{
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id: 'e13',
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source: 'feature:realtime-pod',
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target: 'file:memory-store',
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kind: 'touches',
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label: 'feeds',
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strength: 0.55,
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},
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],
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};
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}
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