Expose operational workflows as explicit typed commands.
Why: Ingestion, synchronization, validation, export, and release steps remain repeatable and reviewable.
Tradeoff: Operators need documented environment setup and command sequencing.
Operate the public artist brand, catalog, legal, security, and conversion surfaces.
CAD Guardian LLC / GVO SMiTH · 2026 · Founder / Platform Architect
An artist-operated digital business needed content, media ingestion, playlists, semantic discovery, commerce, visual production, buyer exports, and operational verification to function as one platform.
Owns the public product, catalog, commerce, policy, and editorial experience.
The manifest exposes a broad but coherent set of executable workflows: ingestion, synchronization, integrity checks, visual runs, database exports, security checks, and buyer-release packaging.
Why: Ingestion, synchronization, validation, export, and release steps remain repeatable and reviewable.
Tradeoff: Operators need documented environment setup and command sequencing.
Why: Supabase and Sanity contract drift is caught before application compilation.
Tradeoff: Build readiness depends on controlled schema access or safe generated fallbacks.
Thomas designed and implemented the current platform and its content, data, commerce, media, export, and verification workflows.
Confidence: High. This portfolio distinguishes delivered applications, supporting components, tests, libraries, utilities, and repository containers.
The implementation summary was derived from reviewed solution files, project or package manifests, architecture documentation, and test surfaces. Private locators, source code, secrets, and proprietary rules are not published.
The public record summarizes application purpose and composition. Private paths, source, customer data, proprietary rules, and restricted artifacts are not published.
These records show adjacent applications, services, libraries, tests, or delivery components.
Manage playlists, publishing readiness, batch operations, and artist defaults.
Ingest YouTube videos and metadata into the operating system.
Ingest and normalize lyrics/catalog content.
Validate playlists and guide playlist strategy.