Dev's observation: people who know what the end result should look like get better AI results

geoffwolfe · x · 2026-10-24

In a forwarded reply, a developer shares the only pattern they've observed: anyone who knows what the end result is supposed to look like — smart or not — gets better results working with AI. The takeaway: the user's own domain judgment remains the key variable in AI-assisted work quality.

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