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Dev.to
Dev.to
7/22/2026
The original title is "From Prompting to Production: A Practical Framework for AI-Assisted Software Development"

The original title is "From Prompting to Production: A Practical Framework for AI-Assisted Software Development"

Original: From Prompting to Production: A Practical Framework for AI-Assisted Software Development

Short summary

A workshop-derived framework for AI-assisted software development emphasizes context engineering over prompt engineering, starting with requirement discovery before code generation. The seven-step workflow includes requirement discovery, implementation planning, human review, TDD, test review, code implementation, and validation. The key insight is that process and workflow matter more than the specific AI model used.

  • Shift from prompt engineering to context engineering for AI coding
  • Seven-step workflow: discovery, planning, review, TDD, test review, implementation, validation
  • Process and human oversight matter more than model choice

Generated with AI, which can make mistakes.

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