parallel-dispatch

Git worktrees isolate each parallel worker to prevent cross-contamination of outputs. The dispatcher orchestrates concurrent task execution using worktree-based isolation, ensuring each worker operates independently before merging results back to the main branch.

Validating parallel task outputs requires a two-stage review flow checking spec compliance and code quality. The dispatcher generates Task Contracts for each worker, validates outputs against these contracts, and applies a defined production merge protocol to ensure governance.

Concurrent worker limits in a parallel task pipeline are controlled via config-driven limits. The dispatcher supports configuration to set maximum concurrency bounds, with compatibility fallbacks for environments needing adjusted parallel processing limits.

Git worktrees coordinate processing across multiple tasks by providing isolated working directories for each worker. This isolation prevents interference between concurrent tasks, enabling high-throughput pipelines while preserving task independence and reproducibility.

Task Contracts are needed when orchestrating parallel tasks to define worker expectations and validate outputs. The dispatcher generates contracts for each worker, uses them to validate results, and ensures governance before executing the production merge protocol.

Parallel task dispatch is designed for production-grade pipelines where multiple independent tasks run concurrently. It supports config-driven limits, compatibility fallbacks, two-stage reviews, and defined merge protocols to ensure isolation and reproducibility in production environments.