tdd-execution

Multi-dimensional acceptance criteria requiring independent per-AC verification.

Workflow ldw phase runner with multi-agent verification.

Parallel implementation of independent features or refactors when territories are pre-assigned and disjoint, each requiring TDD-first discipline and isolated build cache.

Structured agent orchestration with deterministic phase transitions and fault isolation.

Large feature implementations with interdependent tasks, spec-driven contracts, and multi-stage quality gates (setup, test, build, integration, polish).

Workflow for dev-pipeline

End-to-end build-to-deploy automation with safety gates per environment

Structured agent orchestration with deterministic phase transitions and fault isolation.

Executing structured project tasks when workflow rules and TDD discipline reduce context thrashing.

Building features with test-first discipline across multiple implementation rounds.

Driving large multi-phase development projects where atomic task state, phase gating, and learning capture are critical

When you need TDD validation: write tests that match spec, then verify implementation passes them.

Turning detailed specs into working code with mandatory review gates between phases

Enforcing discipline in TDD where code strictly matches test requirements without premature optimization

code review cycles

When you have an approved feature and want a coordinated team to ship it to production with quality gates.

Running TDD workflows where tests drive implementation order

autonomous TDD feature development

Testing TDD workflows when you need automated red/green/mutation gates without interactive review stops.

Feature development workflows that mandate explicit requirements/specs/plan approval before code.