workflow-chapter6-single-task-daily-loop

Idempotent task execution for a daily loop is automated by orchestrating one task at a time across sibling business repositories, ensuring deterministic progression, automated validation, and reliable recovery after failures.

Resuming a failed task in a TDD red green refactor workflow is handled by the resume-task routing decision, which applies stop-loss and rerun guards to recover the single-task loop and generate recovery artifacts.

Idempotent task orchestration handles replays after pipeline failures by treating business-repo logs as evidence, producing recovery artifacts, and applying rerun guards to ensure deterministic execution without duplicating side effects.

You can run a single task daily loop across multiple sibling business repositories to reproduce production-like recovery flows, ensuring logs and artifacts consistently reflect the latest status across the repository family.

Python task automation supports stop-loss and rerun guards for repository validation by implementing the operating contract from workflow.md, using Python UTF-8 for reads and writes to guide routing decisions.

You need idempotent execution for automated task progression to guarantee that replays after changes or failures do not corrupt state, enabling deterministic execution and consistent audit trails across the business repository pair.