gstack-workflow

Structured sprint phases guide AI-assisted engineering teams through Think, Plan, Build, Review, Test, Ship, and Reflect cycles. This enforces sequential role assignments, artifact handoffs, and quality guardrails to minimize ambiguity and rework.

Role-based handoffs manage allocations by assigning specific specialists to sequential sprint phases. This ensures clear artifact ownership throughout the software development lifecycle, reducing friction and preventing miscommunication between AI team members.

Yes, the workflow is a scalable, seedable process that adapts to software development projects of any size and domain. It scales by applying consistent sequential sprint phases and role assignments regardless of project scope.

To initialize the workflow in a new project, you start by assigning specific roles to specialists for each sprint phase. This setup establishes the sequential Think to Reflect cycle, ensuring artifact handoffs and quality checks are enforced from the beginning.

High rework and friction often stem from ambiguity and miscommunication during task transitions. Enforcing structured sprint phases with clear artifact ownership and role-based handoffs minimizes these issues by ensuring quality checks and sequential task completion.