production-coordination

You can manage production run lifecycles by creating runs and advancing them through stages with human checkpoints, synchronizing state persistently in a SQLite coordination database. The workflow handles plan orchestration, governance checks, and artifact tracking end-to-end.

A transient baton contract in production workflow coordination is a mechanism used to pass responsibilities or artifacts between specialists across different stages. The coordination system manages these batons alongside persistent SQLite state to maintain provenance and stage progression.

You create a production run using the manage_run CLI, then advance through governance gates and complete the run using the baton management tools. The suite of scripts handles stage progression, checkpoint recording, and run finalization automatically.

Yes, production workflow coordination requires a SQLite coordination database to synchronize state. The SQLite database serves as the persistent backbone for querying run state, assignments, metadata, and provenance throughout the lifecycle.

Yes, you can query run state and provenance directly from the SQLite coordination database. The system records stage progression, human checkpoints, and artifact tracking data, enabling conversational updates regarding any active or finalized production run.

The best way to track content production workflows is using a coordination system with SQLite state and baton contracts. This approach manages plan orchestration, specialist assignments, and governance checks while maintaining persistent provenance for every artifact.