# The AI-Native Engineer

> What an AI-native engineer is, the ten frameworks behind the practice, and a self-assessment to see where you stand.

The AI-Native Engineer is the reference for the term "AI-native engineer". Each framework page opens with a self-contained definition, followed by when it applies, how to run it, and where it fails.

## Frameworks

- [The Honest Look](https://theainativeengineer.com/frameworks/the-honest-look): When a field shifts, the announcement layer tells you nothing you can act on: demos, launch posts, someone else's promotion.
- [The Three Kinds of Work](https://theainativeengineer.com/frameworks/the-three-kinds-of-work): Work no longer divides in two.
- [The Handoff Line](https://theainativeengineer.com/frameworks/the-handoff-line): Some work has become safe to hand off, to a tool or a pattern or a person new to your domain, and some has not, and the line between them moves without announcing itself.
- [What Cannot Be Delegated](https://theainativeengineer.com/frameworks/what-cannot-be-delegated): Not all valuable knowledge becomes more abstract as tools improve.
- [Asking for the Decision](https://theainativeengineer.com/frameworks/asking-for-the-decision): Judgment cannot be assessed by asking someone about a system.
- [AI-Assisted vs AI-Native](https://theainativeengineer.com/frameworks/ai-assisted-vs-ai-native): AI-assisted is using the tools to do your existing work faster.
- [The Three Seats](https://theainativeengineer.com/frameworks/the-three-seats): The shift does not price every career stage the same way.
- [The Delegation Ladder](https://theainativeengineer.com/frameworks/the-delegation-ladder): Delegating work to an AI system is not one decision about whether to trust it.
- [The Portfolio of Decisions](https://theainativeengineer.com/frameworks/the-portfolio-of-decisions): Judgment is invisible until it is made legible, and the evidence is decisions rather than output.
- [The Three Traps and the Decision Entry](https://theainativeengineer.com/frameworks/the-three-traps-and-the-decision-entry): There are three ways to lose this decade.

## More

- [All frameworks](https://theainativeengineer.com/frameworks): Index of the ten frameworks with one-line definitions.
- [Diagnostic](https://theainativeengineer.com/diagnostic): Self-assessment that recommends frameworks to start with.