Role-play: a CTO says 'I'm not sure Claude does anything ChatGPT can't already do, convince me.'
The verbatim opener from Anthropic's customer-simulation round, reported as the highest-signal stage of the loop. The word 'convince' is the trap: candidates who pitch lose, and the winning move is almost no pitching at all.
Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.
The verbatim opener from Anthropic's customer-simulation round, reported as the highest-signal stage of the loop. The word 'convince' is the trap: candidates who pitch lose, and the winning move is almost no pitching at all.
Lead with where the obvious approach breaks, because that is the judgment they are screening for — most candidates jump straight to the happy path and lose the room.
Then walk the failure back through the pipeline in order, naming the one metric the customer's exec sponsor actually cares about before you propose the fix.