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You can manage a cross-functional dev pipeline by orchestrating a 9-phase workflow from requirement to validation. This covers PRD, UX review, data schema, tech design, architecture review, implementation, test cases, coding, and testing with automatic stage progression.

The best way to structure feature development artifacts is enforcing structured, role-based outputs across cross-functional roles. This produces PRDs, UX notes, data schema specs, design docs, implementation plans, and test cases with clear decision gates.

No, this development pipeline uses automatic stage progression with clear decision gates. It auto-advances through cross-functional stages from architecture review to coding and testing, surfacing review notes automatically without manual intervention.

Yes, you can trigger the full pipeline with a one-line requirement. The system automatically generates all phase artifacts, including technical design, data schema specs, and implementation plans, advancing through the stages automatically.

An architecture review phase is needed to enforce consistency and reduce ambiguity across artifacts. It acts as a decision gate before implementation breakdown, ensuring technical design aligns with data schema and UX requirements before coding starts.

A phase-driven pipeline requires strict artifact completion at each decision gate before advancing. Limitations include mandatory inputs from product, design, data, architecture, and QA roles, meaning incomplete phase artifacts will block automatic stage progression.