dev-loop

You can automate Kanban workflow routing by using a state-machine skill that reads the Supabase work ledger, batches items into phases, and dispatches parallel runners. It advances items through planning, coding, verification, and shipping without writing code itself.

Parallel dispatch orchestration is a routing mechanism that reads a work ledger and launches multiple cloud workers concurrently. It processes 20-30 items simultaneously by sending them to dedicated handlers for planning, coding, and verification tasks.

Yes, you can use a non-intrusive state machine to route work items safely without making direct code changes. It acts strictly as a router, applying phase gates and dispatching runners while avoiding local coding, merging, or direct PR modifications.

To batch Kanban work ledger items, trigger an orchestration loop that categorizes items into four phases: Needs Plan, Needs Code, Needs Review, and Ready to Ship. It then dispatches the batches to specific handlers like CI Verify for processing.

Supabase supports concurrent runner dispatch by maintaining the work ledger state. The orchestration state-machine reads the Supabase database, dispatches parallel workers for 20-30 items, and updates item states as they advance through the phase gates.