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Code of Leadership · episode 62

How to Build AI-Native Software Development

July 15, 20261:39:54
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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

This episode treats AI-native development as a managed engineering system rather than a collection of successful code-generation experiments. Guest: Aleksey Litvinov.

The conversation covers context, specifications, constraints, feedback, CI/CD, verification debt, review bottlenecks, and the limits of multi-agent workflows.

An Audit Log Service case study shows what can be delegated to an agent, which invariants tests must enforce, and where human responsibility remains essential.

Engineering managementTeams & cultureHiring & growthArchitectureStrategy