Design and implement governed AI-agent workflows, control layers, review gates, audit and decision ledgers, and GitHub-backed delivery systems. Translate ambiguous AI-product requirements into scoped technical specifications, prototypes, and verification plans. Focus on traceability, approval routing, reliability, and practical deployment constraints.
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