13. Next Steps
13.1 Story Manager Handoff
The architecture document provides a clear roadmap for implementing the UI/UX improvements, keyword analysis feature, and FLUX.1-dev image generation. The key integration requirements have been validated with the existing system. Begin with implementing the keyword analysis feature, followed by the FLUX.1-dev integration, and finally the UI/UX enhancements. Emphasis should be placed on maintaining existing system integrity throughout implementation.
13.2 Developer Handoff
Developers should reference this architecture document and existing coding standards when starting implementation. The integration requirements with the existing codebase have been validated. Key technical decisions are based on real project constraints, and existing system compatibility requirements include specific verification steps for API compatibility. The implementation should follow a clear sequence to minimize risk to existing functionality: keyword analysis service first, then FLUX.1-dev integration, and finally UI enhancements.