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Common Failure Modes

Failure 1: No Skills​

Results vary wildly.

Failure 2: Weak Skills​

Use React.

Too vague: skills must be specific.

Failure 3: No Architectural Generation​

Skipping Atomic Bomb / Tool usage causes:

  • Folder drift
  • Naming drift
  • Structural inconsistency

Failure 4: No Validation​

AI-generated code is not automatically correct. Validation remains mandatory.

Mini Exercise​

Think of one failure mode you have seen in AI-generated code and describe what missing rule allowed it.

Example​

If the AI creates a page with API logic, state, and rendering all mixed together, the missing rule may be a requirement to separate domain, state, and UI responsibilities.