ASF

The PM and Dev Lead define Epics and sprint priorities. The Epic & Task Agent automatically generates Task.md (L3) files with granular acceptance criteria and prompt seeds. The Dev Lead validates each task before creating GitLab Issues.

The Senior Developer works in local sessions with the Code Generation Agent (Claude Code) to produce code. The Test Generation Agent translates AC into Playwright/Pytest tests executed on every commit. The Code Review Agent (GitLab Duo) provides an initial MR review, finalized by the Dev Lead's signature.

The PM presents the working software on a staging environment to the client. The Documentation Agent automatically generates release notes and technical documentation directly from MRs. The client provides feedback or formal acceptance.

The team analyzes sprint metrics and velocity. The Dev Lead identifies emerging best practices and decides whether to promote them into architecture.json, repository CLAUDE.md files, or at the company level, keeping the factory self-improving.

Any requirement changes or critical bugs are analyzed by the RIB Delta Engine to estimate impact and effort. Upon PM and Dev Lead approval, a mandatory top-down update cascade is propagated across the Prompt Stack (product.md → RF-XX.md → EpicXXX.md → Task.md).