feature

Automating end-to-end TDD feature delivery requires handling plan loading, Gherkin spec generation, RED+GREEN testing, and Kaizen validation in a single workflow. This approach reduces manual workload and ensures repeatable quality across multiple workspaces and feature sizes.

Generating Gherkin specs for TDD is best handled through automated scaffolding from a feature description. This accelerates specification-driven development by structuring acceptance criteria upfront, enabling strict TDD cadence and automated validation before implementation begins.

Applying strict TDD cadence across multiple workspaces and feature sizes is supported by autonomous end-to-end workflows. It enforces plan-driven criteria, automated security checks, and RED+GREEN cycles universally, ensuring repeatable quality regardless of project scale.

Running a Kaizen retrospective after a TDD feature cycle involves automated validation and quality checks post-delivery. This process maintains repeatable quality by analyzing the completed workflow, ensuring security checks passed, and identifying improvements for future cycles.

Limitations of automating the full TDD cycle include the necessity of providing accurate initial feature descriptions for plan loading. While it handles RED+GREEN and Kaizen autonomously, complex edge cases may require manual intervention to ensure specification accuracy.