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Code of Leadership · episode 63

AI-Assisted Engineering AMA

July 27, 20261:30:45
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Episode participants

  • Alexander Polomodov

    host

  • Aleksey Litvinov

    guest · Principal Engineer and author of the AI-Assisted Engineering book and course

    Aleksey Litvinov is a Principal Engineer and the author of the AI-Assisted Engineering book and course.

What we discussed

A live Q&A on AI-Assisted Engineering: what remains durable in agent workflows and what changes with every new model and tool. Guest: Aleksey Litvinov.

The session covers AI development maturity, verification debt, the shift from writing code to specifying and validating outcomes, and practical limits on agent autonomy.

A separate part explores the AI-native organization: its operating model, roles, governance, hiring, and human accountability when agents become permanent members of the delivery system.

Engineering managementTeams & cultureHiring & growthArchitectureStrategy