autonomous-coding

You can automate end-to-end coding by orchestrating a phase-driven workflow: PLAN TODOS, EXPLORE, IMPLEMENT, BUILD, TEST, and VERIFY. This coordinates deterministic execution and tracks subtask dependencies to ensure code changes are correct and maintainable.

Managing complex feature implementation is best handled through phase-driven todo management. It creates, updates, and tracks subtasks with status transitions to maintain progress and dependencies across the entire EXPLORE to VERIFY lifecycle.

Yes, autonomous coding supports fixing bugs and large-scale code changes. It provides end-to-end task coverage by applying structured planning via todos and rigorous verification at every stage to ensure changes are correct and maintainable.

Deterministic build and test execution works by coordinating builds and tests sequentially after the IMPLEMENT phase. This validates code changes before merging or deploying, ensuring verification at every stage of the autonomous coding loop.

You start autonomous coding by creating a detailed plan todos and initiating the EXPLORE phase. This codifies the complete loop, replacing fragmented manual planning and hand-offs with structured phase-driven workflow coordination.