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Automating end-to-end software development workflows is achieved by coordinating eight phases from Discover to Ship. This approach handles planning, building, testing, linting, and documentation in a single request to speed delivery and reduce manual toil.

Full-cycle automation works on existing codebases by preserving established conventions, stacks, and CI setups. It adapts to mature projects and respects existing tooling rather than overriding your current development environment.

The best way to start full-cycle coding is instructing the agent to implement a feature from discovery through shipping in a single request. This triggers deterministic task execution guided by configuration to orchestrate the entire workflow.

Full-cycle development automation supports greenfield projects of any size by coordinating workflows across eight distinct phases. It scales from initial discovery to final shipping, adapting to diverse stacks throughout the process.

Optional resources like scripts, references, and assets augment the development workflow by providing supplementary execution logic. They are utilized on-demand as described in the configuration to enhance the core automation phases.

Deterministic task execution ensures reliable software development automation by following strict configuration guidelines. This approach coordinates the eight phases consistently, reducing manual toil and preventing unpredictable workflow deviations.