~/talk

How to Use Scaffolding to Make Your Coding Agents Less Dumb

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Scaffolding means predefining folder structure, dependencies, design system, tests and deployment so agents make predictable choices instead of inventing extra features and deps. A demo uses create-constellation-app with Claude 105, building a medical-terminology curriculum (listening practice, quizzes, progress bars, dark mode) in 35 minutes each; the control burns ~3% of a weekly token limit while the scaffolded run uses ~7% but produces far more complete UI, fewer review cycles, less debugging and lower overall development cost.

AI-written summary · about

  1. 0:00Introduction
  2. 1:12Coding agents without scaffolding
  3. 5:23What scaffolding is
  4. 7:08Create Constellation App
  5. 8:31Demo: scaffolded vs unscaffolded
  6. 13:49Scaffolding cost and efficiency
  7. 15:11Future uses and open source
  8. 15:53AI agents' potential
  9. 17:36Greenfield project steps
  10. 18:58Final advice
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