Constraint Hack: Migration Plan to a Framework

Write a migration plan from files-only operating system to a full web app. Artifact: /ops/architecture/migration.md. Include triggers (when to migrate), data model, minimal API surface, and phased rollout. Constraint: preserve existing repo artifacts as the source of truth.