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Agentic AI Won't Fix Bad Engineering, It Amplifies Whatever Is Already There

Summary by Datafloq
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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Datafloq broke the news on Friday, July 10, 2026.
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