Question 1

How does Enkai understand my codebase?

Accepted Answer

Enkai maintains a Feature Atlas—a structured documentation of your codebase's architecture and patterns. This ensures every line of code generated is consistent and idiomatic.

Question 2

What happens if the AI makes a mistake?

Accepted Answer

Quality gates catch issues early. If lint, tests, or build fail, Enkai attempts auto-repair. If it cannot fix the issue within strict limits, it stops and reports exactly what went wrong.

Question 3

Is my code secure?

Accepted Answer

Absolutely. We use short-lived, scoped GitHub App tokens. Builder tasks run in private subnets with restricted egress, and secrets are managed via AWS Secrets Manager.

Question 4

What tech stack does Enkai support?

Accepted Answer

Currently optimized for Next.js and React applications with TypeScript. Support for additional frameworks is on the roadmap.

Process

The Double Diamond of AI Feature Development