Iternal AI Academy

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Agentic Coding 06: The Clarification Loop

Make the model interrogate you before it designs — then answer in one batch.

About this course

Stop letting the model fill your blind spots with guesses. This lesson teaches you to flip who asks the questions — forcing the model to interrogate you with 30–50+ clarifying questions before it designs anything. Master the high-floor kickoff, the batched numbered answer, the future-to-do valve, and bidirectional clarification.

Where you'll use it

  • Launching a new app build with no existing codebase
  • Preventing data-model mistakes before any code is written
  • Collapsing a week of back-and-forth clarification into a single message
  • Controlling scope creep by parking good-but-not-now ideas
  • Correcting a model's wrong assumptions before they get baked in