Developer Skill

Task-by-task coding reduces AI hallucinations by loading only the current task's context and enforcing strict scope boundaries. You implement minimal code to pass tests, verifying acceptance criteria incrementally before moving to the next atomic task.

DDD tactical structure maps to bounded contexts, containers, and components using a co-located design. This organization improves determinism and traceability by ensuring each task adheres to its specific bounded context during Phase 4 implementation.

Enforce strict task boundaries and dependency gates by writing tests first, then implementing minimal code to pass. This test-first approach ensures incremental, verifiable delivery by validating acceptance criteria before advancing through dependency gates.

Yes, this task-by-task approach is specifically applicable to Phase 4 work across bounded contexts. It enforces small, context-limited scopes and strict task boundaries to ensure incremental, verifiable delivery within DDD tactical structures.

Loading only the current task context improves determinism by preventing AI hallucinations through atomic design principles. This context-limited scope ensures the AI focuses strictly on the specific task, avoiding interference from unrelated bounded contexts.

Yes, you need to write tests first to validate acceptance criteria within this task-by-task workflow. This test-first development requirement acts as a dependency gate, ensuring minimal code implementation passes before moving to the next task.