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Practical AI / Automation / Systems

Practical notes for teams turning AI into useful software workflows.

Field-tested writing on agentic systems, automation design, backend workflows, and the human review layer that keeps new tools reliable.

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Phu Gia Ly. Practical AI & Automation Notes.phugialy.com