ralph

Agent orchestration uses a self-correcting loop that persists iteration state and delegates parallel tasks to specialists, requiring formal architect sign-off before declaring any task fully completed.

Best way to ensure multi-iteration task persistence is using a self-correcting loop that tracks stateful iterations across retries, requiring architect sign-off before final completion to reduce partial results.

Parallel delegation coordinates parallel sub-agents during task automation, applying guided verification to specialist outputs and enforcing architect sign-off before declaring final completion.

State management persists iteration state across retries, allowing the self-correcting loop to resume work automatically until the task reaches full completion and architect verification.

Partial results occur when tasks lack a persistent verification loop; enforcing architect sign-off and stateful iteration tracking ensures the task continues iterating until fully complete.

Formal architect verification is needed before declaring final completion in an automation loop, ensuring all edge cases are handled and partial results are eliminated through guided sign-off.