MLOps + Cloud Deploy (AWS-First)
Back to M5 — Cloud Deploy + Flagship

Cloud Deploy (AWS-First + GCP Parity Notes)

Deploy to free tier; record URL + cost.

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Deploy the flagship to a free tier; record URL + cost. Every step has a GCP mirror — learn AWS first, note GCP second.

1. AWS path (default)

Container: ECR image -> App Runner or ECS Fargate (free-tier-shaped). Env via parameter store; /health wired to the target-group check. Record: public URL, region, monthly free-tier headroom, first-bill screenshot (expect $0).

2. GCP parity path

Artifact Registry image -> Cloud Run service (min-instances 0, concurrency set per m4 reading). Secrets via Secret Manager. Record the same four fields.

3. Cost discipline

Free-tier alarms before deploy, not after. Any spend needs the written sign-off pattern from the RAG cost dashboard — same rule, new cloud.

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