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๐Ÿค–๐Ÿงฑ๐Ÿ—๏ธ๐Ÿง  An Approach to Building with AI

๐Ÿค– AI Summary

  • โš™๏ธ The process begins with an initial idea and research phase ๐Ÿ“ using Googleโ€™s Gemini models to create a project summary and perform market analysis.
  • โœ๏ธ A foundational document serves as a source of truth for the project.
  • ๐Ÿข Structured design documents are created by assigning a specific persona to the AI, such as Senior Product Manager or Lead System Architect, to generate a comprehensive project skeleton.
  • ๐Ÿ”„ An iterative development loop is used to take a single feature and create a detailed design with a series of prompts.
  • ๐Ÿ“ The detailed design includes high-level architecture, test scenarios in Gherkin, and implementation details with pseudocode.
  • ๐Ÿ’ป For the coding phase, the process switches to Anthropicโ€™s Claude models.
  • ๐Ÿง‘โ€๐Ÿ’ป The human remains in complete control of the design and architecture throughout the workflow.
  • ๐Ÿ“ˆ The process produces exceptional documentation and ensures comprehensive test coverage.
  • ๐Ÿข The workflow may not be the fastest, but it leads to cleaner, more maintainable code.
  • ๐Ÿค” Human mental energy is redirected from syntax to strategy.

๐Ÿค” Evaluation

The Vibe-Rules approach โš–๏ธ is a meticulous framework that prioritizes human oversight and systematic design, contrasting sharply with a less structured, โ€œprompt-and-goโ€ development style. While it promises high-quality, well-documented code, it may introduce a significant overhead that could challenge a rapid-prototyping or agile environment. ๐Ÿš€ For a better understanding, it would be useful to explore:

  • ๐Ÿงฎ The scalability of this method for larger teams and more complex projects.
  • ๐Ÿง‘โ€๐Ÿซ The learning curve for developers adopting this workflow.
  • ๐Ÿ› ๏ธ How this process integrates with existing Continuous Integration/Continuous Deployment (CI/CD) pipelines.
  • โฑ๏ธ A direct comparison of development velocity with a more traditional or less-structured AI-assisted method.

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