DEV Community proposes matrix system to ensure AI-generated setup guides are fact-checked

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A DEV Community article proposes a workflow to prevent AI-generated setup guides from containing factual errors. The method requires human reviewers to first freeze commands, versions, and expected exit codes in a structured 'support matrix'. AI models can then draft explanatory narrative but are prohibited from inventing or altering these core factual elements. This ensures the human-verified facts remain the single source of truth, preventing silently incorrect instructions. The proposal includes a sample JSON schema to illustrate how facts like operating systems, package managers, and exact commands would be owned and stored.

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