plan-pipeline-execute

Automated plan execution orchestrates isolated worktrees, per-task agents, and automated PR merges to translate validated software plans into production-ready branches. It coordinates TDD scaffolding and quality gates to ensure reproducible results.

Running multi-task workflows in isolated workspaces uses per-task agent execution to implement validated plans across multiple layers. This approach applies drift checks and automated commits to maintain deterministic isolation and codebase integrity.

TDD scaffolding during plan execution establishes test-driven development structures before per-task agents apply code changes. It enforces quality gates and drift detection across multiple layers to ensure clean, validated PR creation.

Parallel agents execute individual tasks within an isolated worktree while the pipeline applies coordinated quality gates. This allows multi-layer software development to proceed concurrently without bypassing drift checks or rollback readiness.

Automated PR creation includes built-in drift detection to identify deviations from the validated plan during execution. It maintains rollback readiness throughout the merge process to ensure a reproducible, production-ready result.

Isolated worktrees are needed for end-to-end plan execution when implementing validated plans across multiple tasks and layers. They provide deterministic isolation for parallel agents, preventing workspace drift before the automated PR merge.