implementation-phase

To implement features using a TDD workflow, you generate a test suite first, then apply the RED, GREEN, REFACTOR cycle to write code, and commit after each task triplet.

Preventing code duplication during feature development requires anti-duplication enforcement, which detects and reuses existing utilities to reduce redundant code across the tech stack.

The RED GREEN REFACTOR cycle in TDD is a workflow where you write failing tests first, implement code to pass the tests, and then refactor to improve code quality and reduce duplication.

Yes, you need a defined tech stack and test frameworks to run continuous testing, validate environments, execute type checks, and produce structured commits during implementation.

You should run type and safety checks after completing each task triplet to enforce continuous testing and validate the environment during the implementation phase.

No, anti-duplication checks require defined test frameworks and a tech stack to validate environments, run tests, and ensure correct behavior before reusing existing utilities.