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Prompt Engineering

How to Iterate with AI Coding Prompts: The Build-Refine-Ship Loop

Master the AI coding iteration loop. Learn how to refine prompts, fix AI mistakes, and incrementally build production apps without starting over.

June 10, 2026 10 min read Prompt Engineering
How to Iterate with AI Coding Prompts: The Build-Refine-Ship Loop

The Build-Refine-Ship Loop

Vibe coding is iterative. Here's the loop that produces the best results.

Phase 1: Build (1 prompt)

Start with a focused, specific prompt for one feature.

Phase 2: Test (manual)

Use the feature yourself. Find everything wrong.

Phase 3: Refine (2-5 prompts)

Report each issue specifically:

  • "The button doesn't work on mobile"
  • "The loading state shows briefly then disappears"
  • "The form doesn't validate the email field"

Phase 4: Polish (1-2 prompts)

Once the feature works, polish:

  • "Add subtle hover animations"
  • "Make the spacing consistent with the rest of the app"
  • "Add a success toast notification"

Phase 5: Ship

Commit, deploy, move to next feature.

When to Restart vs Iterate

Iterate when the core structure is correct. Restart when the AI fundamentally misunderstood.

Need iteration coaching? →

AI iterationprompt refinementcoding iterationfix AI codebuild refine ship

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