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AI in Production: Agentic Engineering Across the SDLC

I map my AI-in-production workflow to the software development lifecycle, from discovery to operations, with clear handoffs between AI agents and human owners. The core idea: agentic engineering is not a coding trick but a delivery system for reliable software.