Bear Cole · Technology, systems & delivery
Mission HQ: connecting a creative business through shared data
How Bear Cole is directing a central catalog and publishing system for a network of music, editorial and commerce websites.
By Bear Cole · September 25, 2026
The problem
A growing network of independent websites creates repeated work: artist names, releases, credits, videos and product links can drift apart. Fixing one page does not necessarily fix the others. The project needed a dependable place to manage records and decide what was ready to publish.
My role
I lead the product direction, workflow design and review of Mission HQ through Free the Line. Development is AI-assisted, with human decisions and verification guiding what ships. My work connects the needs of artists and a music business with web architecture, catalog relationships, editorial workflows and practical operations.
One catalog, distinct websites
The architecture separates shared records from the design of each public website. Artists, recordings, releases, playlists and videos have relationships rather than being repeated as disconnected blocks of text. Public sites can keep their own identity while drawing on a common source of information.
Publication is a decision
A record existing in the catalog does not make it ready for an audience. Credits, availability and site assignments need review. Readiness reporting makes missing information visible, while dated observations help distinguish a configured feature from one actually seen on a public page.
A concrete implementation
A recent rollout aligned music structured data across ten artist websites. The work included release and recording relationships, track order, durations and artist attribution. It also corrected a cache-expiry issue that could otherwise keep old catalog information visible after an update.
Where the work stands
The public websites are live. Mission HQ itself remains an evolving internal system in staging, with additional catalog review and platform integrations still in progress. This case study describes the implemented approach; it does not claim that every record or external platform is complete.
Why this matters
Creative systems are easier to operate when the source of a fact, the person responsible for it and its publication state are clear. That principle guides the technical decisions more than the number of tools involved.
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Web development at Free the Line · Mission HQ case study · Bear Cole’s selected work