journal // petra.dev

Practical writing for people who build systems.

Long-form notes on AI implementation, product engineering, architecture, and the operational details behind reliable software.

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Designing AI Automation with Human Review

A practical structure for deciding which steps AI can automate and which decisions still require explicit human approval.

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1 in AI Automation