autopilot

You can automate this workflow by executing a strict three-phase contract: planning, implementation, and code review. It processes product requirements iteratively, maintaining stateful handoffs and traceable artifacts throughout the end-to-end task loop.

The three-phase contract is a sequential workflow of planning, implementation, and code review. It ensures disciplined delivery by maintaining stateful handoffs and triggering a return to the planning phase whenever code review findings are not clean.

When automated code review findings are not clean, you handle iterative refinement by triggering an explicit return to the planning phase. This loop adjusts the implementation strategy before proceeding to the next coding and verification cycle.

Yes, automated task planning applies directly to initiatives described as PRDs, product ideas, or feature requests. It processes these inputs through an iterative cycle of planning, coding, and verification to deliver the final reviewed code.

You maintain state and traceable artifacts during an automated implementation loop through stateful handoffs between the planning, implementation, and review phases. These handoffs ensure continuous auditing capabilities and allow seamless resumption of the end-to-end task cycle.

A key limitation is its strict dependency on the three-phase contract and stateful handoffs to function correctly. Without explicit return-to-planning semantics to resolve unclean code review findings, the autonomous task loop cannot successfully complete the software engineering workflow.