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Dev.to
7/2/2026
The original title is "Stop Asking AI to 'Write Code'. Teach It How to Work."

The original title is "Stop Asking AI to 'Write Code'. Teach It How to Work."

Original: Stop Asking AI to "Write Code". Teach It How to Work.

Short summary

Stop treating AI coding assistants as mere autocomplete—teach them structured engineering workflows. The post introduces 'AI Skills': reusable methodologies like requirement analysis, PRD writing, TDD, systematic debugging, and architecture review that produce far more reliable code than ad-hoc prompts. These workflows accelerate junior developer growth and help seniors standardize processes and improve decision-making.

  • •Structured workflows produce significantly better AI outputs than ad-hoc code generation requests
  • •Seven key skills: Grill Me, PRD, TDD, Diagnose, Zoom Out, Architecture Review, Handoff
  • •Juniors learn best practices through systematic thinking; seniors reduce context switching and improve code quality

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#certification-education
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