A demo of an AI agent runs in a clean room. Inputs are predictable, the tool set is narrow, and somebody on the team quietly nudges a stuck conversation back on track before a prospect notices. None of the protection survives the move to production, where inputs turn ambiguous, tool sets expand, and nobody is standing by to nudge anything. Agentic systems do not rescue weak engineering. They amplify whatever already exists underneath them: every…
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