Guardrails and Verification

Expert verification becomes more valuable as AI increases generic code and mediocre documentation. The most valuable developer is the one who can guarantee security, compliance, architectural soundness, and correctness. Relevant metrics sh…

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Expert verification becomes more valuable as AI increases generic code and mediocre documentation. The most valuable developer is the one who can guarantee security, compliance, architectural soundness, and correctness. Relevant metrics should shift from lines generated toward AI ROI, guardrail breaches, structural integrity, security posture, compliance, and verified correctness. TypeScript reportedly catches 94% of LLM errors that are type-check failures. TypeScript is presented as a practical safety mechanism for constraining generated code rather than merely a style preference.