The research direction
Study how structured prompts, documentation, human review and the coordination of AI roles can turn product intent into reproducible software development work.
Core questions
- How can a product development process preserve intent through research, specification, implementation and evaluation?
- Which tasks should remain human decisions, and which can be delegated to a specialized agent?
Mechanisms and approaches
- AI-driven software factory methodology
- Copilot-assisted development workflows
- AI prompt engineering in VSCode
- Documentation-driven engineering
- Vibe Coding Doctrine
- MunaRicks operational roles
- ISS professional training
Potential applications and outcomes
- Reusable development methods
- Agent role specifications
- Documentation and review workflows
- Operating patterns for product factories
What needs validation
Demonstrate repeatability in a product with a defined scope; measure quality, rework, coordination overhead and human review needs.
Connections
- iMuna.Tech
- MunaRicks
- ISS
- Marketrons