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A PM hands you 'add export so customers can get their data out.' Break this into tasks you'd hand to an AI coding assistant.

Google's FDE loop added an AI-first round, and this is the opener. The skill being graded is not prompting, it is decomposition: turning a fuzzy sentence into scoped units with named interfaces an assistant can one-shot. Get the seams wrong and no prompt saves you.

Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.

Google's FDE loop added an AI-first round, and this is the opener. The skill being graded is not prompting, it is decomposition: turning a fuzzy sentence into scoped units with named interfaces an assistant can one-shot. Get the seams wrong and no prompt saves you.

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