Integrate canonical architecture: two-process backend + LiveKit agent

Promote all 12 staged canonical files from docs/generated/files/ to their
live paths, creating the full PodMan architecture:

Backend:
- server.ts: HTTP service (token mint, sync-PR, outcome recording, /health, WS relay)
- agent.ts: worker joining LiveKit room, grabbing screenshare frames at ~1fps
- agent/podman.ts: orchestrator loop (vision -> collision detection -> intervention)
- env.ts: flat env var accessors replacing nested stub
- vision/gemini.ts: JPEG -> Gemini vision -> EngineerContext (real implementation)
- collision/detector.ts: fused vision+GitHub collision detection (the moat)
- github/client.ts: Octokit wrapper with caching + sync PR creation
- memory/store.ts: extended with recordObservation/recordCollision/recordIntervention/recordOutcome helpers
- memory/vectors.ts: stub for Voyage+Atlas vector recall (Loop A)
- memory/policy.ts: stub for intervention policy gate (Loop B)
- voice/live.ts: stub for Gemini Live TTS voice output

Shared:
- messages.ts: LiveKit data-channel wire protocol (DataMessage, InterventionOutcome, TeamModel, LocalGitReport)
- index.ts: re-exports messages module

Frontend:
- livekit/useScreenPublish.ts: hook for joining pod and publishing screenshare
- livekit/useInterventions.ts: hook for receiving collision cards and responding
- lib/api.ts: fetchToken + postOutcome HTTP helpers

Database:
- database/init.ts: MongoDB Atlas collections + indexes + vector search index

Infra:
- infra/.do/app.yaml: DO App Platform spec (static_site + service + worker)

Retire stubs superseded by canonical decomposition:
- backend/src/index.ts (replaced by server.ts)
- backend/src/intervention/engine.ts (logic now in agent/podman.ts)
- backend/src/livekit/token.ts (token minting now in server.ts)

Install missing dependencies: @livekit/rtc-node, sharp, mongodb, ws, @types/ws

Type error fixes:
- vision/gemini.ts: use MediaResolution.MEDIA_RESOLUTION_LOW enum value (not string literal)
- agent/podman.ts: wrap SuggestedActionKind into { kind: action } SuggestedAction object

All packages pass pnpm -r typecheck and pnpm -r build.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

backend/src/memory/store.ts

@@ -1,12 +1,10 @@
-import type { EngineerContext, Intervention } from '@podman/shared';
+import type { EngineerContext, Collision, Intervention } from '@podman/shared';
+import type { InterventionOutcome } from '@podman/shared';
 
 /**
  * Continual-learning memory: persist observations + intervention outcomes to
  * MongoDB Atlas and embed file/feature notes into Voyage vectors so later
  * sessions are sharper ("more useful the more you use it").
- *
- * TODO(memory): connect Atlas, store observations, record outcomes, embed via
- * Voyage, and expose retrieval for the PodMan brain.
  */
 export interface PodMemory {
   recordObservation(ctx: EngineerContext): Promise<void>;
@@ -25,3 +23,25 @@ export function createInMemoryStore(): PodMemory {
     },
   };
 }
+
+// Standalone helpers used by the PodMan orchestrator and HTTP server.
+const _observations: EngineerContext[] = [];
+const _collisions: Collision[] = [];
+const _interventions: Intervention[] = [];
+const _outcomes: InterventionOutcome[] = [];
+
+export async function recordObservation(ctx: EngineerContext): Promise<void> {
+  _observations.push(ctx);
+}
+
+export async function recordCollision(collision: Collision): Promise<void> {
+  _collisions.push(collision);
+}
+
+export async function recordIntervention(intervention: Intervention): Promise<void> {
+  _interventions.push(intervention);
+}
+
+export async function recordOutcome(outcome: InterventionOutcome): Promise<void> {
+  _outcomes.push(outcome);
+}