Dreyfus Skill Model
The Dreyfus Skill Model is a model of skill acquisition describing progression from novice rule-following to expert intuitive performance.
The Creative Programmer
The Dreyfus model of skill acquisition describes progression from novice to expert through stages of developing skill and expertise.
- How it is used
- Frames skill development as a movement from rule-following toward context-sensitive expertise in programming and knowledge work.
- How deep it goes
- Explains the novice-to-expert direction and rule-to-context shift, but does not detail every intermediate stage.
- Examples
- Uses note refactoring and spaghetti cooking to contrast explicit rules with experienced contextual judgment.
- What you can do after
- Evaluate personal skill level and choose when to follow explicit rules or adapt them to context.
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Effective Platform Engineering
The Dreyfus Skill Model is a model of skill acquisition describing progression from novice rule-following to expert and master intuitive performance.
- How it is used
- Guides platform-engineering decisions about when to provide procedural guardrails and when to preserve developer autonomy.
- How deep it goes
- Contrasts checklist-based novice performance with intuitive expert and master decisions through operational examples.
- Examples
- Uses airline emergency simulations, cooking, medical diagnosis, and hockey decision-making to illustrate changing expertise.
- What you can do after
- Evaluate when structured guidance supports performance and when autonomy better serves experienced practitioners.
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Related concepts
- intuitionmeasures · Intuition is the formation of a judgment or insight without deliberate, explicit analytical reasoning.
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