Governed AI-Assisted Engineering: Graduated Human Oversight for Agentic Code Generation in Regulated Domains

The adoption of agentic AI coding systems – where autonomous agents generate, review, test, and deploy code with minimal human intervention – creates a governance challenge in regulated industries. Existing frameworks address AI-assisted development maturity or the productivity-reliability tension…

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