Geoff Huntley: how to "engineer away the slop" in AI-assisted code

Geoff Huntley argues that low-quality AI output isn't inevitable — it's an engineering problem you can design around with the right guardrails, prompts, and process. The piece is aimed at teams already shipping with coding agents and wondering why output quality varies so much. A useful counter to both AI-hype and AI-doom framings.

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AI engineering practiceDeveloper culturegeoff-huntleycode-qualityslopai-coding

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